date generated: 2020-07-10

Background

Mitch performs unidimensional and multidimensional gene set enrichment analysis. The concept behind this dates to work by Cox and Mann (https://doi.org/10.1186/1471-2105-13-S16-S12). This implementation is suited to R based workflows of multi-omics datasets. This software was developed by Antony Kaspi and Mark Ziemann. Learn more about Mitch at the website: https://github.com/markziemann/Mitch

Input profiles

Here is the first few lines of the input profile.

##                    young        old
## 0610009B22Rik -2.9385024 -6.1805927
## 0610009E02Rik  0.6410018 -1.6821055
## 0610009L18Rik -4.5856767 -3.1288917
## 0610010F05Rik  0.6483013  0.4402823
## 0610010K14Rik -8.7879236 -3.0864256
## 0610012G03Rik -8.7415080 -6.4223694

Here are some metrics about the input data profile:

Profile metrics
Profile metrics
num_genes_in_profile 14877
duplicated_genes_present 0
num_profile_genes_in_sets 7299
num_profile_genes_not_in_sets 7578
profile_pearson_correl 0.8374
profile_spearman_correl 0.80977

Here is a plot of the input profiles. Note the dynamic ranges.

Here is the contour plot of the profile including all detected genes.

Input genesets

Here are some metrics about the gene sets used: GMT file of genesets: ../ref/ReactomePathways_mouse.gmt

Gene sets metrics
Gene sets metrics
num_genesets 2302
num_genesets_excluded 1023
num_genesets_included 1279

Gene sets by quadrant


Number of significant gene sets (FDR<0.05)= 245

Interactive enrichment scatterplot

All sets with FDR<0.05. Try hovering over the points.

Top N sets irrespective of FDR. Try hovering over the points.

A heatmap of S values for top results


A plot of effect size versus significance


Significance is the -log2(p.adjustMANOVA) and effect size is the s.dist which is the hypotenuse of the s scores.

Results table

Top N= 50 gene sets

set setSize pMANOVA p.adjustMANOVA s.dist s.young s.old p.young p.old
The-citric-acid-(TCA)-cycle-and-respiratory-electron-transport 167 1.25e-82 1.60e-79 1.1700 -0.8350 -0.8130 5.14e-78 5.46e-74
Respiratory-electron-transport,-ATP-synthesis-by-chemiosmotic-coupling,-and-heat-production-by-uncoupling-proteins. 120 4.61e-65 2.95e-62 1.2200 -0.8830 -0.8360 5.28e-63 1.12e-56
Respiratory-electron-transport 100 4.63e-57 1.97e-54 1.2500 -0.9040 -0.8590 2.80e-55 4.76e-50
Metabolism 1613 5.51e-49 1.76e-46 0.3000 -0.2000 -0.2240 1.76e-39 2.43e-49
Mitochondrial-translation 94 6.95e-44 1.78e-41 1.1200 -0.8250 -0.7580 1.11e-43 4.24e-37
Mitochondrial-translation-elongation 88 2.90e-41 6.18e-39 1.1200 -0.8270 -0.7580 3.38e-41 8.11e-35
Mitochondrial-translation-termination 88 4.51e-41 8.23e-39 1.1200 -0.8250 -0.7560 5.15e-41 1.18e-34
Mitochondrial-translation-initiation 88 1.35e-40 2.16e-38 1.1100 -0.8210 -0.7500 1.25e-40 4.30e-34
Extracellular-matrix-organization 228 1.35e-38 1.92e-36 0.6770 0.4990 0.4580 1.41e-38 1.08e-32
Complex-I-biogenesis 54 1.62e-33 2.07e-31 1.3000 -0.9300 -0.9040 2.28e-32 1.25e-30
Translation 241 4.00e-31 4.66e-29 0.5950 -0.4150 -0.4260 1.35e-28 4.55e-30
Protein-localization 142 7.41e-29 7.90e-27 0.7420 -0.5120 -0.5370 6.06e-26 2.04e-28
Mitochondrial-protein-import 57 8.67e-23 8.53e-21 1.0300 -0.7620 -0.6860 2.29e-23 2.95e-19
Pyruvate-metabolism-and-Citric-Acid-(TCA)-cycle 51 4.48e-21 4.10e-19 1.0500 -0.7250 -0.7600 3.15e-19 5.37e-21
Mitochondrial-biogenesis 88 1.70e-19 1.45e-17 0.7690 -0.5300 -0.5570 7.78e-18 1.67e-19
Collagen-biosynthesis-and-modifying-enzymes 56 1.44e-17 1.15e-15 0.9140 0.6370 0.6550 1.59e-16 2.10e-17
Cristae-formation 29 4.27e-17 3.22e-15 1.2500 -0.9050 -0.8610 3.21e-17 9.79e-16
Mitochondrial-Fatty-Acid-Beta-Oxidation 31 5.13e-17 3.65e-15 1.2100 -0.8580 -0.8500 1.25e-16 2.49e-16
Collagen-formation 75 1.22e-16 8.24e-15 0.7690 0.5460 0.5420 3.06e-16 4.96e-16
Collagen-chain-trimerization 33 1.12e-13 7.15e-12 1.0400 0.7370 0.7400 2.34e-13 1.79e-13
Citric-acid-cycle-(TCA-cycle) 22 2.51e-13 1.53e-11 1.2600 -0.8940 -0.8890 3.71e-13 5.02e-13
Signal-Transduction 1697 3.11e-13 1.81e-11 0.1440 0.1130 0.0899 3.26e-14 1.55e-09
ECM-proteoglycans 43 3.42e-13 1.90e-11 0.8860 0.6610 0.5900 6.20e-14 2.23e-11
Glycosaminoglycan-metabolism 99 1.18e-12 6.29e-11 0.5510 0.4310 0.3430 1.26e-13 3.57e-09
Peroxisomal-protein-import 53 2.97e-12 1.52e-10 0.7290 -0.4460 -0.5770 1.95e-08 3.55e-13
Metabolism-of-amino-acids-and-derivatives 256 1.02e-11 5.03e-10 0.3470 -0.2410 -0.2510 3.75e-11 5.47e-12
rRNA-processing-in-the-mitochondrion 22 1.56e-11 7.41e-10 1.1600 -0.7830 -0.8540 2.00e-10 3.93e-12
Fatty-acid-metabolism 131 2.54e-11 1.16e-09 0.4600 -0.2940 -0.3530 6.46e-09 2.95e-12
Degradation-of-the-extracellular-matrix 74 5.69e-11 2.49e-09 0.5310 0.4450 0.2890 3.56e-11 1.80e-05
Branched-chain-amino-acid-catabolism 19 5.85e-11 2.49e-09 1.2200 -0.8590 -0.8710 9.04e-11 4.89e-11
Glyoxylate-metabolism-and-glycine-degradation 25 7.78e-11 3.12e-09 1.0600 -0.7510 -0.7480 7.74e-11 9.53e-11
Elastic-fibre-formation 38 7.80e-11 3.12e-09 0.8600 0.6080 0.6080 8.52e-11 8.68e-11
Assembly-of-collagen-fibrils-and-other-multimeric-structures 46 8.17e-11 3.17e-09 0.7690 0.5760 0.5090 1.34e-11 2.38e-09
Metabolism-of-lipids 575 1.26e-10 4.72e-09 0.1910 -0.1040 -0.1600 2.19e-05 7.10e-11
Formation-of-ATP-by-chemiosmotic-coupling 16 1.29e-10 4.72e-09 1.3100 -0.9330 -0.9190 1.02e-10 1.89e-10
Intra-Golgi-and-retrograde-Golgi-to-ER-traffic 168 7.64e-10 2.71e-08 0.2450 0.2300 0.0831 2.68e-07 6.36e-02
tRNA-processing-in-the-mitochondrion 18 3.43e-09 1.18e-07 1.1300 -0.7500 -0.8420 3.52e-08 6.26e-10
Regulation-of-Insulin-like-Growth-Factor-(IGF)-transport-and-uptake-by-Insulin-like-Growth-Factor-Binding-Proteins-(IGFBPs) 84 4.05e-09 1.36e-07 0.5210 0.3890 0.3470 7.59e-10 3.74e-08
Asparagine-N-linked-glycosylation 251 7.80e-09 2.56e-07 0.1140 0.1110 -0.0245 2.51e-03 5.05e-01
Chondroitin-sulfate/dermatan-sulfate-metabolism 42 1.03e-08 3.30e-07 0.7070 0.5400 0.4560 1.42e-09 3.11e-07
Interferon-alpha/beta-signaling 40 1.39e-08 4.33e-07 0.3630 0.0479 0.3600 6.01e-01 8.18e-05
Membrane-Trafficking 530 1.50e-08 4.57e-07 0.1050 0.1030 0.0175 5.05e-05 4.93e-01
Post-translational-protein-phosphorylation 77 2.65e-08 7.88e-07 0.5180 0.3850 0.3480 5.49e-09 1.34e-07
Mitochondrial-tRNA-aminoacylation 19 3.66e-08 1.06e-06 1.0400 -0.7560 -0.7120 1.14e-08 7.59e-08
Transcriptional-activation-of-mitochondrial-biogenesis 51 3.86e-08 1.10e-06 0.6280 -0.4180 -0.4680 2.43e-07 7.23e-09
tRNA-Aminoacylation 26 4.87e-08 1.35e-06 0.8700 -0.6520 -0.5760 8.49e-09 3.70e-07
Pyruvate-metabolism 27 5.41e-08 1.47e-06 0.8530 -0.5670 -0.6370 3.40e-07 9.95e-09
Vesicle-mediated-transport 560 1.04e-07 2.77e-06 0.1020 0.0998 0.0224 5.99e-05 3.68e-01
Metabolism-of-proteins 1577 1.20e-07 3.14e-06 0.0624 -0.0131 -0.0610 3.93e-01 7.33e-05
Integrin-cell-surface-interactions 53 1.23e-07 3.14e-06 0.6020 0.4300 0.4210 5.95e-08 1.12e-07


Results (complete table)


Click HERE to show results for all gene sets

Complete results
set setSize pMANOVA p.adjustMANOVA s.dist s.young s.old p.young p.old
The-citric-acid-(TCA)-cycle-and-respiratory-electron-transport 167 1.25e-82 1.60e-79 1.17000 -0.835000 -8.13e-01 5.14e-78 5.46e-74
Respiratory-electron-transport,-ATP-synthesis-by-chemiosmotic-coupling,-and-heat-production-by-uncoupling-proteins. 120 4.61e-65 2.95e-62 1.22000 -0.883000 -8.36e-01 5.28e-63 1.12e-56
Respiratory-electron-transport 100 4.63e-57 1.97e-54 1.25000 -0.904000 -8.59e-01 2.80e-55 4.76e-50
Metabolism 1613 5.51e-49 1.76e-46 0.30000 -0.200000 -2.24e-01 1.76e-39 2.43e-49
Mitochondrial-translation 94 6.95e-44 1.78e-41 1.12000 -0.825000 -7.58e-01 1.11e-43 4.24e-37
Mitochondrial-translation-elongation 88 2.90e-41 6.18e-39 1.12000 -0.827000 -7.58e-01 3.38e-41 8.11e-35
Mitochondrial-translation-termination 88 4.51e-41 8.23e-39 1.12000 -0.825000 -7.56e-01 5.15e-41 1.18e-34
Mitochondrial-translation-initiation 88 1.35e-40 2.16e-38 1.11000 -0.821000 -7.50e-01 1.25e-40 4.30e-34
Extracellular-matrix-organization 228 1.35e-38 1.92e-36 0.67700 0.499000 4.58e-01 1.41e-38 1.08e-32
Complex-I-biogenesis 54 1.62e-33 2.07e-31 1.30000 -0.930000 -9.04e-01 2.28e-32 1.25e-30
Translation 241 4.00e-31 4.66e-29 0.59500 -0.415000 -4.26e-01 1.35e-28 4.55e-30
Protein-localization 142 7.41e-29 7.90e-27 0.74200 -0.512000 -5.37e-01 6.06e-26 2.04e-28
Mitochondrial-protein-import 57 8.67e-23 8.53e-21 1.03000 -0.762000 -6.86e-01 2.29e-23 2.95e-19
Pyruvate-metabolism-and-Citric-Acid-(TCA)-cycle 51 4.48e-21 4.10e-19 1.05000 -0.725000 -7.60e-01 3.15e-19 5.37e-21
Mitochondrial-biogenesis 88 1.70e-19 1.45e-17 0.76900 -0.530000 -5.57e-01 7.78e-18 1.67e-19
Collagen-biosynthesis-and-modifying-enzymes 56 1.44e-17 1.15e-15 0.91400 0.637000 6.55e-01 1.59e-16 2.10e-17
Cristae-formation 29 4.27e-17 3.22e-15 1.25000 -0.905000 -8.61e-01 3.21e-17 9.79e-16
Mitochondrial-Fatty-Acid-Beta-Oxidation 31 5.13e-17 3.65e-15 1.21000 -0.858000 -8.50e-01 1.25e-16 2.49e-16
Collagen-formation 75 1.22e-16 8.24e-15 0.76900 0.546000 5.42e-01 3.06e-16 4.96e-16
Collagen-chain-trimerization 33 1.12e-13 7.15e-12 1.04000 0.737000 7.40e-01 2.34e-13 1.79e-13
Citric-acid-cycle-(TCA-cycle) 22 2.51e-13 1.53e-11 1.26000 -0.894000 -8.89e-01 3.71e-13 5.02e-13
Signal-Transduction 1697 3.11e-13 1.81e-11 0.14400 0.113000 8.99e-02 3.26e-14 1.55e-09
ECM-proteoglycans 43 3.42e-13 1.90e-11 0.88600 0.661000 5.90e-01 6.20e-14 2.23e-11
Glycosaminoglycan-metabolism 99 1.18e-12 6.29e-11 0.55100 0.431000 3.43e-01 1.26e-13 3.57e-09
Peroxisomal-protein-import 53 2.97e-12 1.52e-10 0.72900 -0.446000 -5.77e-01 1.95e-08 3.55e-13
Metabolism-of-amino-acids-and-derivatives 256 1.02e-11 5.03e-10 0.34700 -0.241000 -2.51e-01 3.75e-11 5.47e-12
rRNA-processing-in-the-mitochondrion 22 1.56e-11 7.41e-10 1.16000 -0.783000 -8.54e-01 2.00e-10 3.93e-12
Fatty-acid-metabolism 131 2.54e-11 1.16e-09 0.46000 -0.294000 -3.53e-01 6.46e-09 2.95e-12
Degradation-of-the-extracellular-matrix 74 5.69e-11 2.49e-09 0.53100 0.445000 2.89e-01 3.56e-11 1.80e-05
Branched-chain-amino-acid-catabolism 19 5.85e-11 2.49e-09 1.22000 -0.859000 -8.71e-01 9.04e-11 4.89e-11
Glyoxylate-metabolism-and-glycine-degradation 25 7.78e-11 3.12e-09 1.06000 -0.751000 -7.48e-01 7.74e-11 9.53e-11
Elastic-fibre-formation 38 7.80e-11 3.12e-09 0.86000 0.608000 6.08e-01 8.52e-11 8.68e-11
Assembly-of-collagen-fibrils-and-other-multimeric-structures 46 8.17e-11 3.17e-09 0.76900 0.576000 5.09e-01 1.34e-11 2.38e-09
Metabolism-of-lipids 575 1.26e-10 4.72e-09 0.19100 -0.104000 -1.60e-01 2.19e-05 7.10e-11
Formation-of-ATP-by-chemiosmotic-coupling 16 1.29e-10 4.72e-09 1.31000 -0.933000 -9.19e-01 1.02e-10 1.89e-10
Intra-Golgi-and-retrograde-Golgi-to-ER-traffic 168 7.64e-10 2.71e-08 0.24500 0.230000 8.31e-02 2.68e-07 6.36e-02
tRNA-processing-in-the-mitochondrion 18 3.43e-09 1.18e-07 1.13000 -0.750000 -8.42e-01 3.52e-08 6.26e-10
Regulation-of-Insulin-like-Growth-Factor-(IGF)-transport-and-uptake-by-Insulin-like-Growth-Factor-Binding-Proteins-(IGFBPs) 84 4.05e-09 1.36e-07 0.52100 0.389000 3.47e-01 7.59e-10 3.74e-08
Asparagine-N-linked-glycosylation 251 7.80e-09 2.56e-07 0.11400 0.111000 -2.45e-02 2.51e-03 5.05e-01
Chondroitin-sulfate/dermatan-sulfate-metabolism 42 1.03e-08 3.30e-07 0.70700 0.540000 4.56e-01 1.42e-09 3.11e-07
Interferon-alpha/beta-signaling 40 1.39e-08 4.33e-07 0.36300 0.047900 3.60e-01 6.01e-01 8.18e-05
Membrane-Trafficking 530 1.50e-08 4.57e-07 0.10500 0.103000 1.75e-02 5.05e-05 4.93e-01
Post-translational-protein-phosphorylation 77 2.65e-08 7.88e-07 0.51800 0.385000 3.48e-01 5.49e-09 1.34e-07
Mitochondrial-tRNA-aminoacylation 19 3.66e-08 1.06e-06 1.04000 -0.756000 -7.12e-01 1.14e-08 7.59e-08
Transcriptional-activation-of-mitochondrial-biogenesis 51 3.86e-08 1.10e-06 0.62800 -0.418000 -4.68e-01 2.43e-07 7.23e-09
tRNA-Aminoacylation 26 4.87e-08 1.35e-06 0.87000 -0.652000 -5.76e-01 8.49e-09 3.70e-07
Pyruvate-metabolism 27 5.41e-08 1.47e-06 0.85300 -0.567000 -6.37e-01 3.40e-07 9.95e-09
Vesicle-mediated-transport 560 1.04e-07 2.77e-06 0.10200 0.099800 2.24e-02 5.99e-05 3.68e-01
Metabolism-of-proteins 1577 1.20e-07 3.14e-06 0.06240 -0.013100 -6.10e-02 3.93e-01 7.33e-05
Integrin-cell-surface-interactions 53 1.23e-07 3.14e-06 0.60200 0.430000 4.21e-01 5.95e-08 1.12e-07
Metabolism-of-RNA 619 1.46e-07 3.67e-06 0.17800 -0.129000 -1.23e-01 4.75e-08 2.26e-07
TP53-Regulates-Metabolic-Genes 85 1.59e-07 3.92e-06 0.47200 -0.335000 -3.33e-01 9.34e-08 1.13e-07
Heparan-sulfate/heparin-(HS-GAG)-metabolism 42 1.75e-07 4.23e-06 0.55100 0.471000 2.87e-01 1.31e-07 1.31e-03
Immune-System 1477 5.03e-07 1.19e-05 0.11200 0.085000 7.26e-02 7.86e-08 4.51e-06
Metabolism-of-cofactors 18 6.03e-07 1.40e-05 0.97900 -0.703000 -6.81e-01 2.41e-07 5.56e-07
O-linked-glycosylation 74 6.33e-07 1.45e-05 0.41200 0.346000 2.24e-01 2.66e-07 8.88e-04
Post-translational-protein-modification 1122 8.61e-07 1.93e-05 0.06270 0.062100 8.38e-03 5.27e-04 6.40e-01
COPI-dependent-Golgi-to-ER-retrograde-traffic 74 1.18e-06 2.61e-05 0.36200 0.319000 1.71e-01 2.15e-06 1.09e-02
Signaling-by-Rho-GTPases 340 1.22e-06 2.65e-05 0.21900 0.146000 1.64e-01 3.89e-06 2.40e-07
Diseases-of-glycosylation 113 1.33e-06 2.82e-05 0.33900 0.278000 1.93e-01 3.33e-07 3.94e-04
Signaling-by-Receptor-Tyrosine-Kinases 390 1.34e-06 2.82e-05 0.17900 0.149000 9.92e-02 4.50e-07 8.10e-04
Molecules-associated-with-elastic-fibres 28 1.45e-06 2.98e-05 0.75800 0.516000 5.54e-01 2.25e-06 3.82e-07
Golgi-to-ER-retrograde-transport 105 1.65e-06 3.35e-05 0.30200 0.266000 1.44e-01 2.62e-06 1.07e-02
Non-integrin-membrane-ECM-interactions 41 1.74e-06 3.49e-05 0.61500 0.461000 4.06e-01 3.18e-07 6.74e-06
Hemostasis 440 2.40e-06 4.72e-05 0.18700 0.142000 1.21e-01 3.95e-07 1.39e-05
Transport-to-the-Golgi-and-subsequent-modification 145 2.99e-06 5.79e-05 0.11600 0.110000 -3.79e-02 2.23e-02 4.32e-01
Diseases-associated-with-glycosaminoglycan-metabolism 34 7.91e-06 1.51e-04 0.62800 0.479000 4.06e-01 1.31e-06 4.26e-05
Triglyceride-catabolism 15 9.29e-06 1.75e-04 0.86800 -0.503000 -7.08e-01 7.41e-04 2.07e-06
Processing-of-Capped-Intron-Containing-Pre-mRNA 230 1.11e-05 2.06e-04 0.24600 -0.172000 -1.77e-01 7.62e-06 4.18e-06
O-linked-glycosylation-of-mucins 32 1.25e-05 2.29e-04 0.41100 0.386000 1.41e-01 1.55e-04 1.69e-01
Regulation-of-Apoptosis 49 1.45e-05 2.61e-04 0.39000 -0.347000 -1.77e-01 2.60e-05 3.17e-02
ABC-family-proteins-mediated-transport 89 1.75e-05 3.10e-04 0.33400 -0.279000 -1.85e-01 5.62e-06 2.63e-03
mRNA-Splicing---Major-Pathway 172 1.87e-05 3.27e-04 0.27700 -0.191000 -2.01e-01 1.53e-05 5.88e-06
Glycerophospholipid-biosynthesis 102 1.98e-05 3.42e-04 0.35900 -0.253000 -2.55e-01 1.02e-05 8.93e-06
DNA-Replication-Pre-Initiation 80 2.28e-05 3.89e-04 0.14600 -0.139000 4.26e-02 3.15e-02 5.10e-01
mRNA-Splicing 180 2.48e-05 4.17e-04 0.26800 -0.190000 -1.89e-01 1.16e-05 1.20e-05
Regulation-of-pyruvate-dehydrogenase-(PDH)-complex 15 2.55e-05 4.24e-04 0.91400 -0.615000 -6.76e-01 3.77e-05 5.76e-06
RHO-GTPase-Effectors 220 2.69e-05 4.30e-04 0.24100 0.165000 1.75e-01 2.50e-05 7.61e-06
Ubiquitin-Mediated-Degradation-of-Phosphorylated-Cdc25A 48 2.72e-05 4.30e-04 0.33900 -0.315000 -1.27e-01 1.64e-04 1.29e-01
p53-Independent-DNA-Damage-Response 48 2.72e-05 4.30e-04 0.33900 -0.315000 -1.27e-01 1.64e-04 1.29e-01
p53-Independent-G1/S-DNA-damage-checkpoint 48 2.72e-05 4.30e-04 0.33900 -0.315000 -1.27e-01 1.64e-04 1.29e-01
CDT1-association-with-the-CDC6:ORC:origin-complex 55 2.89e-05 4.51e-04 0.32000 -0.296000 -1.23e-01 1.49e-04 1.16e-01
Peroxisomal-lipid-metabolism 22 3.71e-05 5.65e-04 0.68700 -0.409000 -5.52e-01 9.02e-04 7.27e-06
Vif-mediated-degradation-of-APOBEC3G 48 3.71e-05 5.65e-04 0.37600 -0.335000 -1.70e-01 5.91e-05 4.14e-02
Regulation-of-ornithine-decarboxylase-(ODC) 46 3.97e-05 5.96e-04 0.34700 -0.320000 -1.35e-01 1.73e-04 1.13e-01
MET-promotes-cell-motility 27 4.01e-05 5.96e-04 0.58800 0.488000 3.29e-01 1.16e-05 3.08e-03
Chondroitin-sulfate-biosynthesis 16 4.32e-05 6.35e-04 0.87000 0.625000 6.05e-01 1.52e-05 2.75e-05
Cilium-Assembly 176 4.78e-05 6.95e-04 0.24700 0.195000 1.52e-01 8.38e-06 5.08e-04
Laminin-interactions 22 5.04e-05 7.24e-04 0.69800 0.548000 4.33e-01 8.72e-06 4.33e-04
Vpu-mediated-degradation-of-CD4 48 5.10e-05 7.25e-04 0.35800 -0.323000 -1.54e-01 1.09e-04 6.44e-02
Interleukin-4-and-Interleukin-13-signaling 76 5.17e-05 7.26e-04 0.31000 0.271000 1.51e-01 4.48e-05 2.30e-02
Triglyceride-metabolism 22 6.65e-05 9.17e-04 0.68400 -0.420000 -5.39e-01 6.50e-04 1.19e-05
Assembly-of-the-pre-replicative-complex 64 6.67e-05 9.17e-04 0.18600 -0.186000 -3.35e-04 9.99e-03 9.96e-01
Regulation-of-activated-PAK-2p34-by-proteasome-mediated-degradation 46 6.86e-05 9.33e-04 0.34300 -0.315000 -1.37e-01 2.24e-04 1.08e-01
Mitochondrial-iron-sulfur-cluster-biogenesis 10 6.99e-05 9.35e-04 1.07000 -0.741000 -7.75e-01 4.95e-05 2.19e-05
Syndecan-interactions 20 7.01e-05 9.35e-04 0.75900 0.544000 5.29e-01 2.50e-05 4.16e-05
Autodegradation-of-the-E3-ubiquitin-ligase-COP1 47 7.41e-05 9.77e-04 0.31500 -0.295000 -1.10e-01 4.69e-04 1.92e-01
Stabilization-of-p53 51 7.50e-05 9.79e-04 0.29100 -0.276000 -9.40e-02 6.62e-04 2.46e-01
ABC-transporter-disorders 66 7.84e-05 1.01e-03 0.32200 -0.283000 -1.55e-01 7.23e-05 2.99e-02
SCF-beta-TrCP-mediated-degradation-of-Emi1 51 8.26e-05 1.06e-03 0.33500 -0.303000 -1.42e-01 1.81e-04 8.02e-02
Platelet-degranulation 108 9.24e-05 1.17e-03 0.29600 0.238000 1.75e-01 1.91e-05 1.69e-03
Gluconeogenesis 26 9.45e-05 1.18e-03 0.64000 -0.417000 -4.86e-01 2.36e-04 1.78e-05
Orc1-removal-from-chromatin 66 9.92e-05 1.22e-03 0.20300 -0.201000 -2.76e-02 4.76e-03 6.98e-01
AUF1-(hnRNP-D0)-binds-and-destabilizes-mRNA 50 9.96e-05 1.22e-03 0.30800 -0.286000 -1.13e-01 4.63e-04 1.68e-01
HS-GAG-biosynthesis 23 1.16e-04 1.41e-03 0.47500 0.434000 1.92e-01 3.13e-04 1.12e-01
Negative-regulation-of-NOTCH4-signaling 51 1.22e-04 1.47e-03 0.31800 -0.291000 -1.28e-01 3.29e-04 1.14e-01
MET-activates-PTK2-signaling 17 1.25e-04 1.50e-03 0.74900 0.593000 4.58e-01 2.33e-05 1.08e-03
G2/M-Checkpoints 125 1.43e-04 1.68e-03 0.09520 -0.065300 6.92e-02 2.08e-01 1.82e-01
Regulation-of-RUNX2-expression-and-activity 66 1.43e-04 1.68e-03 0.24600 -0.233000 -7.79e-02 1.08e-03 2.74e-01
Response-to-elevated-platelet-cytosolic-Ca2+ 113 1.45e-04 1.69e-03 0.29600 0.229000 1.88e-01 2.63e-05 5.63e-04
Mitochondrial-calcium-ion-transport 21 1.53e-04 1.76e-03 0.71000 -0.495000 -5.09e-01 8.64e-05 5.32e-05
Glucose-metabolism 79 1.57e-04 1.78e-03 0.33300 -0.195000 -2.70e-01 2.73e-03 3.44e-05
Collagen-degradation 26 1.57e-04 1.78e-03 0.60000 0.473000 3.68e-01 2.93e-05 1.17e-03
Class-I-peroxisomal-membrane-protein-import 19 1.70e-04 1.90e-03 0.66000 -0.377000 -5.42e-01 4.41e-03 4.30e-05
FBXL7-down-regulates-AURKA-during-mitotic-entry-and-in-early-mitosis 51 1.71e-04 1.90e-03 0.31800 -0.289000 -1.32e-01 3.60e-04 1.04e-01
Ubiquitin-dependent-degradation-of-Cyclin-D 48 1.72e-04 1.90e-03 0.28800 -0.272000 -9.36e-02 1.11e-03 2.62e-01
Degradation-of-GLI1-by-the-proteasome 55 1.82e-04 1.99e-03 0.33100 -0.292000 -1.55e-01 1.78e-04 4.67e-02
Regulation-of-lipid-metabolism-by-PPARalpha 111 1.88e-04 2.04e-03 0.28200 -0.168000 -2.26e-01 2.28e-03 3.88e-05
PPARA-activates-gene-expression 109 1.93e-04 2.08e-03 0.28600 -0.172000 -2.28e-01 1.94e-03 3.85e-05
Defects-in-vitamin-and-cofactor-metabolism 20 1.95e-04 2.08e-03 0.69900 -0.452000 -5.33e-01 4.61e-04 3.72e-05
O-glycosylation-of-TSR-domain-containing-proteins 33 1.99e-04 2.10e-03 0.54400 0.414000 3.52e-01 3.79e-05 4.70e-04
Signaling-by-MET 60 2.20e-04 2.31e-03 0.33400 0.287000 1.70e-01 1.19e-04 2.28e-02
Platelet-activation,-signaling-and-aggregation 214 2.24e-04 2.33e-03 0.21500 0.162000 1.41e-01 4.52e-05 3.93e-04
N-glycan-antennae-elongation-in-the-medial/trans-Golgi 20 2.41e-04 2.49e-03 0.35500 0.351000 5.31e-02 6.62e-03 6.81e-01
tRNA-processing 116 2.53e-04 2.59e-03 0.29500 -0.208000 -2.08e-01 1.08e-04 1.08e-04
Degradation-of-AXIN 51 2.92e-04 2.94e-03 0.27600 -0.259000 -9.33e-02 1.36e-03 2.49e-01
EPH-Ephrin-signaling 82 2.92e-04 2.94e-03 0.31200 0.254000 1.80e-01 6.99e-05 4.81e-03
Degradation-of-DVL 52 2.99e-04 2.99e-03 0.33300 -0.293000 -1.58e-01 2.56e-04 4.90e-02
Metabolism-of-carbohydrates 237 3.16e-04 3.13e-03 0.10400 0.102000 1.71e-02 6.78e-03 6.50e-01
CS/DS-degradation 11 3.22e-04 3.17e-03 0.92800 0.620000 6.91e-01 3.74e-04 7.28e-05
Protein-ubiquitination 62 3.31e-04 3.24e-03 0.15600 0.022200 -1.54e-01 7.62e-01 3.60e-02
Sulfur-amino-acid-metabolism 20 3.47e-04 3.35e-03 0.69100 -0.475000 -5.02e-01 2.39e-04 1.00e-04
Fcgamma-receptor-(FCGR)-dependent-phagocytosis 82 3.49e-04 3.35e-03 0.33200 0.213000 2.55e-01 8.87e-04 6.69e-05
RUNX1-regulates-transcription-of-genes-involved-in-differentiation-of-HSCs 64 3.53e-04 3.37e-03 0.23000 -0.219000 -6.80e-02 2.40e-03 3.47e-01
Regulation-of-PTEN-stability-and-activity 65 3.58e-04 3.39e-03 0.28300 -0.253000 -1.27e-01 4.21e-04 7.71e-02
Hh-mutants-abrogate-ligand-secretion 53 3.99e-04 3.74e-03 0.29200 -0.267000 -1.19e-01 7.77e-04 1.34e-01
Defective-B3GALTL-causes-Peters-plus-syndrome-(PpS) 32 4.00e-04 3.74e-03 0.53500 0.401000 3.55e-01 8.77e-05 5.08e-04
The-canonical-retinoid-cycle-in-rods-(twilight-vision) 12 4.09e-04 3.79e-03 0.60900 0.245000 5.57e-01 1.41e-01 8.31e-04
Hh-mutants-that-don't-undergo-autocatalytic-processing-are-degraded-by-ERAD 51 4.47e-04 4.11e-03 0.31700 -0.283000 -1.43e-01 4.82e-04 7.68e-02
Mitophagy 27 4.58e-04 4.17e-03 0.58200 -0.429000 -3.94e-01 1.16e-04 3.92e-04
Oxygen-dependent-proline-hydroxylation-of-Hypoxia-inducible-Factor-Alpha 60 4.60e-04 4.17e-03 0.32300 -0.276000 -1.67e-01 2.17e-04 2.57e-02
HS-GAG-degradation 18 4.70e-04 4.23e-03 0.52600 0.471000 2.34e-01 5.46e-04 8.52e-02
Defective-CFTR-causes-cystic-fibrosis 55 4.89e-04 4.38e-03 0.32000 -0.280000 -1.56e-01 3.33e-04 4.53e-02
Cross-presentation-of-soluble-exogenous-antigens-(endosomes) 44 5.19e-04 4.61e-03 0.28900 -0.271000 -1.00e-01 1.86e-03 2.50e-01
Heme-biosynthesis 12 5.39e-04 4.76e-03 0.86800 -0.601000 -6.27e-01 3.12e-04 1.70e-04
ER-Phagosome-pathway 73 5.67e-04 4.97e-03 0.17000 -0.169000 -1.98e-02 1.25e-02 7.70e-01
NIK-->noncanonical-NF-kB-signaling 55 5.97e-04 5.19e-03 0.28000 -0.256000 -1.15e-01 1.03e-03 1.41e-01
Biosynthesis-of-the-N-glycan-precursor-(dolichol-lipid-linked-oligosaccharide,-LLO)-and-transfer-to-a-nascent-protein 69 6.68e-04 5.77e-03 0.14300 0.142000 -1.72e-02 4.15e-02 8.04e-01
Signaling-by-PDGF 48 6.72e-04 5.77e-03 0.42600 0.313000 2.89e-01 1.75e-04 5.29e-04
Keratan-sulfate-degradation 10 6.99e-04 5.96e-03 0.93200 0.680000 6.38e-01 1.95e-04 4.80e-04
Cytokine-Signaling-in-Immune-system 610 7.31e-04 6.19e-03 0.11800 0.075700 9.06e-02 1.52e-03 1.46e-04
Kinesins 35 8.36e-04 7.04e-03 0.48800 0.364000 3.25e-01 1.92e-04 8.91e-04
Crosslinking-of-collagen-fibrils 10 8.72e-04 7.29e-03 0.88700 0.685000 5.63e-01 1.75e-04 2.06e-03
Disease 881 8.96e-04 7.40e-03 0.05530 0.053800 1.28e-02 7.31e-03 5.24e-01
Cellular-response-to-hypoxia 68 8.97e-04 7.40e-03 0.29000 -0.248000 -1.50e-01 4.10e-04 3.31e-02
UCH-proteinases 80 9.06e-04 7.42e-03 0.17800 -0.173000 -4.07e-02 7.49e-03 5.30e-01
GLI3-is-processed-to-GLI3R-by-the-proteasome 55 9.59e-04 7.81e-03 0.30000 -0.264000 -1.43e-01 7.06e-04 6.74e-02
p53-Dependent-G1-DNA-Damage-Response 59 9.94e-04 8.00e-03 0.21900 -0.210000 -6.14e-02 5.29e-03 4.15e-01
p53-Dependent-G1/S-DNA-damage-checkpoint 59 9.94e-04 8.00e-03 0.21900 -0.210000 -6.14e-02 5.29e-03 4.15e-01
RAB-geranylgeranylation 51 1.00e-03 8.01e-03 0.14800 0.142000 -4.10e-02 8.01e-02 6.13e-01
Degradation-of-GLI2-by-the-proteasome 55 1.02e-03 8.12e-03 0.29600 -0.261000 -1.39e-01 8.06e-04 7.55e-02
Dectin-1-mediated-noncanonical-NF-kB-signaling 56 1.08e-03 8.56e-03 0.26100 -0.240000 -1.03e-01 1.94e-03 1.84e-01
Defects-in-cobalamin-(B12)-metabolism 12 1.10e-03 8.65e-03 0.82300 -0.562000 -6.02e-01 7.53e-04 3.04e-04
Termination-of-O-glycan-biosynthesis 10 1.12e-03 8.70e-03 0.39100 0.391000 -5.26e-03 3.24e-02 9.77e-01
Regulation-of-RAS-by-GAPs 63 1.17e-03 9.04e-03 0.19800 -0.193000 -4.70e-02 8.17e-03 5.19e-01
Signaling-by-TGF-beta-family-members 88 1.19e-03 9.19e-03 0.22200 0.199000 9.81e-02 1.25e-03 1.12e-01
Pink/Parkin-Mediated-Mitophagy 20 1.23e-03 9.40e-03 0.61600 -0.473000 -3.94e-01 2.54e-04 2.26e-03
Post-NMDA-receptor-activation-events 50 1.31e-03 9.94e-03 0.13600 0.122000 -6.09e-02 1.36e-01 4.56e-01
Transcriptional-activity-of-SMAD2/SMAD3:SMAD4-heterotrimer 43 1.40e-03 1.06e-02 0.27900 0.260000 1.02e-01 3.18e-03 2.50e-01
Metabolism-of-polyamines 53 1.43e-03 1.08e-02 0.22100 -0.213000 -5.86e-02 7.45e-03 4.61e-01
Carnitine-metabolism 12 1.61e-03 1.21e-02 0.76400 -0.476000 -5.98e-01 4.31e-03 3.37e-04
Activation-of-NF-kappaB-in-B-cells 62 1.68e-03 1.25e-02 0.19600 -0.190000 -4.75e-02 9.72e-03 5.18e-01
The-role-of-GTSE1-in-G2/M-progression-after-G2-checkpoint 55 1.73e-03 1.27e-02 0.17900 -0.178000 -1.90e-02 2.23e-02 8.08e-01
Synaptic-adhesion-like-molecules 15 1.73e-03 1.27e-02 0.28500 0.283000 -3.47e-02 5.76e-02 8.16e-01
G1/S-DNA-Damage-Checkpoints 61 1.77e-03 1.29e-02 0.20500 -0.197000 -5.66e-02 7.84e-03 4.45e-01
A-tetrasaccharide-linker-sequence-is-required-for-GAG-synthesis 21 1.81e-03 1.31e-02 0.55000 0.444000 3.24e-01 4.28e-04 1.01e-02
Intraflagellar-transport 36 1.85e-03 1.33e-02 0.43500 0.342000 2.69e-01 3.92e-04 5.28e-03
Signaling-by-Retinoic-Acid 32 1.88e-03 1.35e-02 0.47000 -0.300000 -3.62e-01 3.36e-03 3.98e-04
FCERI-mediated-NF-kB-activation 73 1.92e-03 1.38e-02 0.25700 -0.223000 -1.29e-01 1.01e-03 5.75e-02
p130Cas-linkage-to-MAPK-signaling-for-integrins 14 1.95e-03 1.38e-02 0.70400 0.545000 4.46e-01 4.11e-04 3.88e-03
Mitotic-Prometaphase 174 1.97e-03 1.39e-02 0.16800 0.145000 8.42e-02 1.00e-03 5.59e-02
Presynaptic-depolarization-and-calcium-channel-opening 10 2.06e-03 1.45e-02 0.39600 0.022500 3.95e-01 9.02e-01 3.06e-02
Gene-expression-(Transcription) 1076 2.07e-03 1.45e-02 0.06540 -0.030400 -5.78e-02 9.59e-02 1.55e-03
Neddylation 210 2.19e-03 1.51e-02 0.18900 -0.135000 -1.32e-01 7.60e-04 1.01e-03
Defective-B3GALT6-causes-EDSP2-and-SEMDJL1 16 2.19e-03 1.51e-02 0.64400 0.505000 4.00e-01 4.69e-04 5.66e-03
Metabolism-of-vitamins-and-cofactors 153 2.20e-03 1.51e-02 0.21800 -0.145000 -1.63e-01 2.06e-03 5.27e-04
Potassium-Channels 56 2.20e-03 1.51e-02 0.28900 -0.251000 -1.44e-01 1.17e-03 6.24e-02
ER-to-Golgi-Anterograde-Transport 120 2.34e-03 1.60e-02 0.08030 0.055100 -5.85e-02 2.98e-01 2.69e-01
Signaling-by-TGF-beta-Receptor-Complex 71 2.37e-03 1.60e-02 0.19400 0.184000 6.02e-02 7.28e-03 3.81e-01
RNA-Polymerase-II-Transcription 957 2.44e-03 1.64e-02 0.06990 -0.033700 -6.12e-02 8.07e-02 1.51e-03
Hedgehog-ligand-biogenesis 56 2.45e-03 1.64e-02 0.23700 -0.220000 -8.77e-02 4.49e-03 2.56e-01
HCMV-Infection 80 2.50e-03 1.65e-02 0.11500 0.113000 -2.17e-02 8.02e-02 7.37e-01
Chemokine-receptors-bind-chemokines 20 2.50e-03 1.65e-02 0.30300 0.299000 4.74e-02 2.05e-02 7.14e-01
Regulation-of-RUNX3-expression-and-activity 52 2.51e-03 1.65e-02 0.17700 -0.176000 -1.65e-02 2.83e-02 8.37e-01
Regulation-of-actin-dynamics-for-phagocytic-cup-formation 59 2.59e-03 1.70e-02 0.35000 0.246000 2.49e-01 1.10e-03 9.59e-04
EPHB-mediated-forward-signaling 32 2.71e-03 1.77e-02 0.46900 0.346000 3.16e-01 7.13e-04 1.97e-03
SCF(Skp2)-mediated-degradation-of-p27/p21 57 2.76e-03 1.79e-02 0.21800 -0.206000 -7.12e-02 7.12e-03 3.53e-01
Signaling-by-the-B-Cell-Receptor-(BCR) 103 2.88e-03 1.86e-02 0.12400 -0.124000 -1.17e-02 3.00e-02 8.37e-01
Keratan-sulfate/keratin-metabolism 27 3.04e-03 1.95e-02 0.50000 0.376000 3.29e-01 7.15e-04 3.07e-03
Regulation-of-mRNA-stability-by-proteins-that-bind-AU-rich-elements 83 3.05e-03 1.95e-02 0.19800 -0.182000 -7.82e-02 4.26e-03 2.19e-01
Synthesis-of-active-ubiquitin:-roles-of-E1-and-E2-enzymes 29 3.25e-03 2.07e-02 0.22500 -0.014700 -2.25e-01 8.91e-01 3.62e-02
Sialic-acid-metabolism 26 3.27e-03 2.07e-02 0.23900 0.238000 1.68e-02 3.55e-02 8.82e-01
Synthesis-of-substrates-in-N-glycan-biosythesis 56 3.48e-03 2.19e-02 0.17200 0.171000 2.30e-02 2.73e-02 7.66e-01
Diseases-associated-with-O-glycosylation-of-proteins 46 3.63e-03 2.28e-02 0.38400 0.276000 2.68e-01 1.23e-03 1.70e-03
Synthesis-of-PIPs-at-the-plasma-membrane 51 3.76e-03 2.34e-02 0.27200 0.242000 1.24e-01 2.84e-03 1.25e-01
Metabolism-of-water-soluble-vitamins-and-cofactors 103 3.97e-03 2.46e-02 0.25000 -0.163000 -1.89e-01 4.25e-03 9.27e-04
Macroautophagy 99 4.33e-03 2.67e-02 0.23200 -0.134000 -1.89e-01 2.17e-02 1.16e-03
Regulation-of-PTEN-gene-transcription 59 4.45e-03 2.74e-02 0.17400 -0.033100 -1.71e-01 6.61e-01 2.33e-02
Signaling-by-NOTCH4 78 4.53e-03 2.78e-02 0.21000 -0.189000 -9.23e-02 3.95e-03 1.59e-01
mTOR-signalling 37 4.57e-03 2.78e-02 0.40300 -0.254000 -3.12e-01 7.41e-03 1.03e-03
Senescence-Associated-Secretory-Phenotype-(SASP) 45 5.00e-03 3.03e-02 0.27200 0.245000 1.18e-01 4.48e-03 1.71e-01
Activation-of-the-pre-replicative-complex 32 5.28e-03 3.18e-02 0.24700 0.059900 2.39e-01 5.58e-01 1.91e-02
WNT5A-dependent-internalization-of-FZD2,-FZD5-and-ROR2 13 5.29e-03 3.18e-02 0.49200 0.446000 2.06e-01 5.33e-03 1.98e-01
mTORC1-mediated-signalling 20 5.39e-03 3.22e-02 0.55000 -0.361000 -4.15e-01 5.17e-03 1.30e-03
Peptide-ligand-binding-receptors 57 5.45e-03 3.23e-02 0.13700 0.136000 -1.06e-02 7.50e-02 8.90e-01
Downstream-TCR-signaling 77 5.45e-03 3.23e-02 0.20400 -0.185000 -8.74e-02 5.10e-03 1.85e-01
Metabolism-of-porphyrins 19 5.53e-03 3.25e-02 0.55100 -0.348000 -4.27e-01 8.69e-03 1.26e-03
Defective-B3GAT3-causes-JDSSDHD 16 5.53e-03 3.25e-02 0.58600 0.464000 3.57e-01 1.30e-03 1.34e-02
Defective-B4GALT7-causes-EDS,-progeroid-type 16 5.72e-03 3.32e-02 0.57100 0.460000 3.38e-01 1.44e-03 1.94e-02
Prolactin-receptor-signaling 11 5.73e-03 3.32e-02 0.73100 -0.472000 -5.59e-01 6.73e-03 1.34e-03
Intra-Golgi-traffic 41 5.73e-03 3.32e-02 0.16800 0.168000 -2.91e-03 6.30e-02 9.74e-01
Downregulation-of-SMAD2/3:SMAD4-transcriptional-activity 23 6.01e-03 3.47e-02 0.25000 0.248000 2.80e-02 3.95e-02 8.17e-01
Transcriptional-Regulation-by-TP53 334 6.12e-03 3.51e-02 0.13500 -0.101000 -8.84e-02 1.50e-03 5.66e-03
Activation-of-SMO 15 6.16e-03 3.52e-02 0.59700 0.362000 4.74e-01 1.52e-02 1.47e-03
Formation-of-Incision-Complex-in-GG-NER 43 6.52e-03 3.71e-02 0.29600 -0.145000 -2.58e-01 9.92e-02 3.44e-03
APC/C:Cdc20-mediated-degradation-of-Securin 62 6.76e-03 3.83e-02 0.23600 -0.209000 -1.09e-01 4.50e-03 1.37e-01
TNFs-bind-their-physiological-receptors 12 6.81e-03 3.84e-02 0.60900 0.334000 5.09e-01 4.52e-02 2.25e-03
Sphingolipid-metabolism 67 6.93e-03 3.89e-02 0.25400 0.214000 1.37e-01 2.45e-03 5.24e-02
Interferon-gamma-signaling 58 7.00e-03 3.91e-02 0.25000 0.121000 2.19e-01 1.12e-01 3.95e-03
Innate-Immune-System 746 7.02e-03 3.91e-02 0.09130 0.067000 6.21e-02 2.01e-03 4.21e-03
Glutamate-Neurotransmitter-Release-Cycle 18 7.24e-03 4.01e-02 0.51100 0.292000 4.20e-01 3.19e-02 2.05e-03
Endosomal-Sorting-Complex-Required-For-Transport-(ESCRT) 30 7.64e-03 4.20e-02 0.22900 0.225000 4.12e-02 3.28e-02 6.96e-01
Transport-of-small-molecules 492 7.64e-03 4.20e-02 0.10700 -0.067200 -8.26e-02 1.11e-02 1.80e-03
DARPP-32-events 22 7.90e-03 4.31e-02 0.39500 -0.187000 -3.48e-01 1.29e-01 4.75e-03
COPII-mediated-vesicle-transport 58 7.93e-03 4.31e-02 0.11000 0.043800 -1.01e-01 5.65e-01 1.85e-01
Deubiquitination 220 8.02e-03 4.35e-02 0.06250 -0.061300 1.21e-02 1.18e-01 7.58e-01
Cellular-responses-to-stress 435 8.10e-03 4.37e-02 0.11600 -0.078600 -8.58e-02 5.16e-03 2.26e-03
Synthesis-of-PA 27 8.76e-03 4.70e-02 0.46000 -0.331000 -3.19e-01 2.91e-03 4.10e-03
NCAM1-interactions 30 8.78e-03 4.70e-02 0.43700 0.308000 3.10e-01 3.50e-03 3.34e-03
DNA-strand-elongation 31 8.91e-03 4.73e-02 0.30500 0.130000 2.76e-01 2.12e-01 7.85e-03
Cobalamin-(Cbl,-vitamin-B12)-transport-and-metabolism 13 8.93e-03 4.73e-02 0.65900 -0.450000 -4.81e-01 4.98e-03 2.66e-03
Autophagy 110 8.95e-03 4.73e-02 0.19600 -0.108000 -1.64e-01 5.14e-02 2.97e-03
Interferon-Signaling 141 9.06e-03 4.77e-02 0.10800 0.023500 1.06e-01 6.31e-01 3.03e-02
Smooth-Muscle-Contraction 31 9.21e-03 4.83e-02 0.21300 0.031400 2.11e-01 7.62e-01 4.21e-02
FOXO-mediated-transcription-of-oxidative-stress,-metabolic-and-neuronal-genes 23 9.53e-03 4.97e-02 0.16200 0.095500 -1.31e-01 4.28e-01 2.77e-01
GRB2:SOS-provides-linkage-to-MAPK-signaling-for-Integrins 14 9.96e-03 5.17e-02 0.58800 0.467000 3.57e-01 2.47e-03 2.06e-02
Chromatin-modifying-enzymes 194 1.00e-02 5.17e-02 0.08700 -0.014700 -8.57e-02 7.24e-01 4.00e-02
Chromatin-organization 194 1.00e-02 5.17e-02 0.08700 -0.014700 -8.57e-02 7.24e-01 4.00e-02
Cellular-responses-to-external-stimuli 438 1.01e-02 5.19e-02 0.11300 -0.075100 -8.40e-02 7.30e-03 2.70e-03
SMAD2/SMAD3:SMAD4-heterotrimer-regulates-transcription 31 1.02e-02 5.21e-02 0.32400 0.285000 1.53e-01 6.02e-03 1.40e-01
Activation-of-Matrix-Metalloproteinases 17 1.06e-02 5.40e-02 0.51300 0.417000 2.98e-01 2.91e-03 3.33e-02
Hedgehog-'on'-state 77 1.07e-02 5.42e-02 0.08920 -0.045400 7.67e-02 4.91e-01 2.45e-01
Unwinding-of-DNA 12 1.08e-02 5.44e-02 0.55600 0.289000 4.75e-01 8.30e-02 4.40e-03
Semaphorin-interactions 61 1.09e-02 5.51e-02 0.29600 0.197000 2.20e-01 7.77e-03 2.94e-03
PTEN-Regulation 135 1.10e-02 5.52e-02 0.20200 -0.142000 -1.43e-01 4.35e-03 4.22e-03
Retrograde-transport-at-the-Trans-Golgi-Network 46 1.11e-02 5.52e-02 0.11300 0.064400 -9.32e-02 4.50e-01 2.75e-01
Phospholipid-metabolism 179 1.12e-02 5.59e-02 0.14800 -0.079900 -1.25e-01 6.56e-02 4.00e-03
Activation-of-gene-expression-by-SREBF-(SREBP) 42 1.14e-02 5.66e-02 0.31600 -0.178000 -2.61e-01 4.60e-02 3.47e-03
Clathrin-mediated-endocytosis 121 1.15e-02 5.70e-02 0.14100 0.131000 5.42e-02 1.32e-02 3.04e-01
L1CAM-interactions 82 1.16e-02 5.72e-02 0.20800 0.179000 1.06e-01 5.12e-03 9.69e-02
Rho-GTPase-cycle 130 1.17e-02 5.73e-02 0.18600 0.110000 1.50e-01 3.09e-02 3.12e-03
Signal-transduction-by-L1 21 1.19e-02 5.83e-02 0.38800 0.341000 1.85e-01 6.77e-03 1.42e-01
Resolution-of-Sister-Chromatid-Cohesion 95 1.20e-02 5.83e-02 0.20700 0.172000 1.16e-01 3.79e-03 5.18e-02
TRAF3-dependent-IRF-activation-pathway 12 1.23e-02 5.94e-02 0.28800 -0.002980 2.88e-01 9.86e-01 8.43e-02
Glycogen-metabolism 25 1.24e-02 5.97e-02 0.45900 -0.333000 -3.16e-01 3.93e-03 6.21e-03
Signaling-by-Activin 11 1.25e-02 6.00e-02 0.33500 0.333000 3.84e-02 5.60e-02 8.25e-01
Integrin-signaling 26 1.29e-02 6.17e-02 0.42500 0.334000 2.62e-01 3.20e-03 2.06e-02
Defective-EXT1-causes-exostoses-1,-TRPS2-and-CHDS 12 1.31e-02 6.22e-02 0.47700 0.430000 2.08e-01 9.98e-03 2.12e-01
Defective-EXT2-causes-exostoses-2 12 1.31e-02 6.22e-02 0.47700 0.430000 2.08e-01 9.98e-03 2.12e-01
Processing-of-SMDT1 15 1.32e-02 6.27e-02 0.58100 -0.385000 -4.35e-01 9.78e-03 3.54e-03
DNA-Replication 119 1.33e-02 6.29e-02 0.06840 -0.052900 4.34e-02 3.20e-01 4.14e-01
TNFR2-non-canonical-NF-kB-pathway 76 1.34e-02 6.31e-02 0.08670 -0.072700 4.73e-02 2.74e-01 4.77e-01
RHO-GTPases-Activate-Formins 110 1.35e-02 6.33e-02 0.21800 0.154000 1.55e-01 5.44e-03 5.08e-03
Activation-of-NMDA-receptors-and-postsynaptic-events 59 1.36e-02 6.36e-02 0.13200 0.132000 3.04e-03 7.97e-02 9.68e-01
Developmental-Biology 654 1.38e-02 6.40e-02 0.04480 0.044400 6.05e-03 5.45e-02 7.93e-01
EPHA-mediated-growth-cone-collapse 14 1.40e-02 6.47e-02 0.45900 0.213000 4.06e-01 1.67e-01 8.54e-03
Autodegradation-of-Cdh1-by-Cdh1:APC/C 60 1.41e-02 6.49e-02 0.22000 -0.195000 -1.02e-01 8.87e-03 1.74e-01
Hyaluronan-metabolism 15 1.41e-02 6.49e-02 0.54300 0.327000 4.33e-01 2.84e-02 3.66e-03
Glycolysis 63 1.43e-02 6.57e-02 0.23600 -0.124000 -2.01e-01 8.98e-02 5.71e-03
Synthesis-of-DNA 112 1.44e-02 6.58e-02 0.07510 -0.070000 2.74e-02 2.01e-01 6.17e-01
Voltage-gated-Potassium-channels 22 1.44e-02 6.58e-02 0.45900 -0.359000 -2.87e-01 3.61e-03 2.00e-02
Ub-specific-processing-proteases 151 1.46e-02 6.62e-02 0.10100 -0.098100 -2.31e-02 3.77e-02 6.25e-01
Antigen-activates-B-Cell-Receptor-(BCR)-leading-to-generation-of-second-messengers 29 1.48e-02 6.71e-02 0.14800 -0.051000 1.39e-01 6.34e-01 1.96e-01
RHO-GTPases-Activate-ROCKs 18 1.49e-02 6.71e-02 0.43800 0.228000 3.74e-01 9.39e-02 6.03e-03
Apoptotic-cleavage-of-cellular-proteins 34 1.50e-02 6.72e-02 0.33500 0.279000 1.86e-01 4.86e-03 6.05e-02
Signaling-by-Hippo 20 1.54e-02 6.89e-02 0.48400 0.373000 3.09e-01 3.88e-03 1.67e-02
Switching-of-origins-to-a-post-replicative-state 84 1.58e-02 7.03e-02 0.12700 -0.125000 -2.36e-02 4.79e-02 7.09e-01
PI-Metabolism 78 1.61e-02 7.16e-02 0.15700 0.149000 5.23e-02 2.35e-02 4.25e-01
Keratan-sulfate-biosynthesis 22 1.62e-02 7.16e-02 0.47100 0.349000 3.15e-01 4.55e-03 1.05e-02
HDACs-deacetylate-histones 31 1.63e-02 7.18e-02 0.13200 0.107000 -7.60e-02 3.01e-01 4.64e-01
mRNA-Splicing---Minor-Pathway 51 1.65e-02 7.25e-02 0.28600 -0.230000 -1.69e-01 4.47e-03 3.65e-02
TNF-receptor-superfamily-(TNFSF)-members-mediating-non-canonical-NF-kB-pathway 11 1.67e-02 7.30e-02 0.66500 0.491000 4.48e-01 4.83e-03 1.01e-02
IRE1alpha-activates-chaperones 50 1.69e-02 7.37e-02 0.11500 0.111000 -3.08e-02 1.75e-01 7.06e-01
MHC-class-II-antigen-presentation 82 1.72e-02 7.47e-02 0.18900 0.166000 8.99e-02 9.51e-03 1.60e-01
G1/S-Transition 126 1.72e-02 7.47e-02 0.06660 -0.058500 3.19e-02 2.57e-01 5.37e-01
Selective-autophagy 50 1.73e-02 7.49e-02 0.31100 -0.229000 -2.11e-01 5.14e-03 9.95e-03
Glycosphingolipid-metabolism 34 1.75e-02 7.52e-02 0.32000 0.270000 1.71e-01 6.41e-03 8.38e-02
Asymmetric-localization-of-PCP-proteins 60 1.78e-02 7.65e-02 0.21000 -0.188000 -9.46e-02 1.19e-02 2.05e-01
CDK-mediated-phosphorylation-and-removal-of-Cdc6 66 1.82e-02 7.77e-02 0.19200 -0.174000 -8.07e-02 1.47e-02 2.57e-01
Antigen-processing-Cross-presentation 85 1.88e-02 8.03e-02 0.08430 -0.079300 2.87e-02 2.07e-01 6.48e-01
RUNX1-interacts-with-co-factors-whose-precise-effect-on-RUNX1-targets-is-not-known 36 1.90e-02 8.07e-02 0.12700 0.118000 -4.79e-02 2.21e-01 6.19e-01
Protein-protein-interactions-at-synapses 61 1.93e-02 8.18e-02 0.21600 0.190000 1.03e-01 1.05e-02 1.64e-01
Mucopolysaccharidoses 11 1.94e-02 8.18e-02 0.62400 0.489000 3.88e-01 4.99e-03 2.60e-02
Generic-Transcription-Pathway 843 1.96e-02 8.23e-02 0.05800 -0.026700 -5.15e-02 1.92e-01 1.20e-02
RORA-activates-gene-expression 18 1.96e-02 8.24e-02 0.36600 -0.157000 -3.31e-01 2.50e-01 1.50e-02
APC/C:Cdh1-mediated-degradation-of-Cdc20-and-other-APC/C:Cdh1-targeted-proteins-in-late-mitosis/early-G1 67 2.07e-02 8.67e-02 0.18200 -0.167000 -7.39e-02 1.83e-02 2.96e-01
mRNA-3'-end-processing 54 2.11e-02 8.77e-02 0.29400 -0.212000 -2.03e-01 6.95e-03 1.01e-02
Signaling-by-NTRKs 91 2.16e-02 8.99e-02 0.09560 0.095600 -3.74e-03 1.15e-01 9.51e-01
Host-Interactions-of-HIV-factors 114 2.21e-02 9.10e-02 0.19200 -0.150000 -1.20e-01 5.75e-03 2.65e-02
RNA-Polymerase-II-Transcription-Termination 62 2.21e-02 9.10e-02 0.27100 -0.183000 -2.00e-01 1.26e-02 6.62e-03
FOXO-mediated-transcription-of-cell-cycle-genes 14 2.24e-02 9.20e-02 0.21700 0.043700 -2.13e-01 7.77e-01 1.68e-01
Anchoring-of-the-basal-body-to-the-plasma-membrane 96 2.26e-02 9.25e-02 0.17600 0.152000 8.92e-02 1.01e-02 1.31e-01
Degradation-of-beta-catenin-by-the-destruction-complex 81 2.28e-02 9.29e-02 0.18600 -0.163000 -9.06e-02 1.15e-02 1.59e-01
Sema4D-in-semaphorin-signaling 23 2.28e-02 9.29e-02 0.40700 0.240000 3.28e-01 4.64e-02 6.42e-03
Peptide-hormone-metabolism 51 2.32e-02 9.42e-02 0.19100 0.179000 6.78e-02 2.71e-02 4.03e-01
Transport-of-Mature-Transcript-to-Cytoplasm 78 2.42e-02 9.79e-02 0.24000 -0.164000 -1.75e-01 1.23e-02 7.74e-03
BMAL1:CLOCK,NPAS2-activates-circadian-gene-expression 25 2.45e-02 9.87e-02 0.27300 -0.097700 -2.55e-01 3.98e-01 2.75e-02
Hyaluronan-uptake-and-degradation 11 2.47e-02 9.95e-02 0.63400 0.431000 4.64e-01 1.32e-02 7.70e-03
FOXO-mediated-transcription-of-cell-death-genes 14 2.48e-02 9.96e-02 0.40500 -0.366000 -1.75e-01 1.79e-02 2.57e-01
Cell-cell-junction-organization 33 2.53e-02 1.01e-01 0.13800 0.135000 -2.99e-02 1.80e-01 7.66e-01
Factors-involved-in-megakaryocyte-development-and-platelet-production 104 2.57e-02 1.02e-01 0.19100 0.153000 1.14e-01 7.14e-03 4.51e-02
CLEC7A-(Dectin-1)-signaling 92 2.57e-02 1.02e-01 0.14900 -0.137000 -5.85e-02 2.34e-02 3.33e-01
Cell-Cycle-Checkpoints 233 2.67e-02 1.05e-01 0.09680 0.040300 8.80e-02 2.90e-01 2.09e-02
Downstream-signaling-events-of-B-Cell-Receptor-(BCR) 75 2.67e-02 1.05e-01 0.17700 -0.158000 -7.82e-02 1.78e-02 2.42e-01
Mitotic-Spindle-Checkpoint 98 2.73e-02 1.07e-01 0.18100 0.152000 9.91e-02 9.52e-03 9.05e-02
Signaling-by-high-kinase-activity-BRAF-mutants 31 2.73e-02 1.07e-01 0.37300 0.272000 2.55e-01 8.73e-03 1.40e-02
Interleukin-1-signaling 90 2.77e-02 1.08e-01 0.12500 -0.120000 -3.26e-02 4.86e-02 5.93e-01
Interleukin-12-family-signaling 37 2.80e-02 1.09e-01 0.19700 0.189000 5.37e-02 4.65e-02 5.72e-01
E3-ubiquitin-ligases-ubiquitinate-target-proteins 42 2.82e-02 1.09e-01 0.15100 -0.013200 -1.50e-01 8.82e-01 9.20e-02
Nephrin-family-interactions 18 2.82e-02 1.09e-01 0.34800 0.148000 3.15e-01 2.77e-01 2.08e-02
XBP1(S)-activates-chaperone-genes 48 2.87e-02 1.11e-01 0.11900 0.117000 -1.57e-02 1.59e-01 8.51e-01
EML4-and-NUDC-in-mitotic-spindle-formation 87 2.89e-02 1.11e-01 0.20700 0.165000 1.25e-01 7.97e-03 4.37e-02
Cdc20:Phospho-APC/C-mediated-degradation-of-Cyclin-A 65 2.91e-02 1.12e-01 0.17000 -0.157000 -6.38e-02 2.85e-02 3.74e-01
STING-mediated-induction-of-host-immune-responses 14 2.96e-02 1.13e-01 0.28200 0.047900 2.77e-01 7.56e-01 7.23e-02
Muscle-contraction 148 2.98e-02 1.14e-01 0.05550 -0.043800 3.41e-02 3.59e-01 4.74e-01
HCMV-Late-Events 54 2.98e-02 1.14e-01 0.10100 0.096000 -3.10e-02 2.23e-01 6.94e-01
Aflatoxin-activation-and-detoxification 10 3.02e-02 1.14e-01 0.60700 -0.369000 -4.82e-01 4.34e-02 8.32e-03
Apoptotic-execution-phase 41 3.03e-02 1.15e-01 0.21900 0.201000 8.66e-02 2.63e-02 3.38e-01
Signaling-by-BMP 18 3.07e-02 1.16e-01 0.48000 0.325000 3.53e-01 1.69e-02 9.49e-03
Platelet-Aggregation-(Plug-Formation) 29 3.11e-02 1.17e-01 0.38000 0.266000 2.71e-01 1.30e-02 1.15e-02
Inflammasomes 18 3.15e-02 1.18e-01 0.47000 0.306000 3.57e-01 2.47e-02 8.75e-03
Cellular-response-to-heat-stress 91 3.22e-02 1.20e-01 0.21000 -0.158000 -1.37e-01 9.07e-03 2.36e-02
MAPK-targets/-Nuclear-events-mediated-by-MAP-kinases 30 3.27e-02 1.22e-01 0.19700 -0.040400 -1.93e-01 7.02e-01 6.76e-02
APC/C:Cdc20-mediated-degradation-of-mitotic-proteins 68 3.28e-02 1.22e-01 0.15800 -0.148000 -5.59e-02 3.52e-02 4.25e-01
Signaling-by-EGFR 45 3.35e-02 1.24e-01 0.22800 0.202000 1.06e-01 1.91e-02 2.20e-01
Organelle-biogenesis-and-maintenance 264 3.42e-02 1.26e-01 0.09840 -0.048200 -8.58e-02 1.79e-01 1.67e-02
Regulation-of-cholesterol-biosynthesis-by-SREBP-(SREBF) 53 3.44e-02 1.27e-01 0.18900 -0.074600 -1.73e-01 3.48e-01 2.93e-02
APC:Cdc20-mediated-degradation-of-cell-cycle-proteins-prior-to-satisfation-of-the-cell-cycle-checkpoint 66 3.61e-02 1.33e-01 0.15600 -0.147000 -5.41e-02 3.94e-02 4.47e-01
Cellular-Senescence 118 3.67e-02 1.34e-01 0.06250 0.055400 -2.87e-02 2.99e-01 5.90e-01
Cell-extracellular-matrix-interactions 16 3.67e-02 1.34e-01 0.40200 0.203000 3.47e-01 1.60e-01 1.64e-02
Interleukin-12-signaling 31 3.71e-02 1.35e-01 0.15700 0.157000 1.18e-03 1.30e-01 9.91e-01
Interleukin-10-signaling 23 3.81e-02 1.39e-01 0.34000 0.291000 1.76e-01 1.59e-02 1.45e-01
Mitotic-G1-phase-and-G1/S-transition 143 3.90e-02 1.41e-01 0.05890 -0.019900 5.55e-02 6.82e-01 2.53e-01
Antimicrobial-peptides 13 3.99e-02 1.44e-01 0.25400 0.254000 1.88e-02 1.14e-01 9.07e-01
Caspase-activation-via-extrinsic-apoptotic-signalling-pathway 22 4.06e-02 1.46e-01 0.39700 0.312000 2.46e-01 1.14e-02 4.57e-02
Signaling-by-BRAF-and-RAF-fusions 57 4.13e-02 1.48e-01 0.20500 0.179000 1.01e-01 1.98e-02 1.87e-01
Cell-Cycle 519 4.15e-02 1.48e-01 0.08630 0.064500 5.73e-02 1.24e-02 2.64e-02
Activation-of-APC/C-and-APC/C:Cdc20-mediated-degradation-of-mitotic-proteins 69 4.15e-02 1.48e-01 0.14400 -0.136000 -4.52e-02 5.05e-02 5.16e-01
NCAM-signaling-for-neurite-out-growth 50 4.15e-02 1.48e-01 0.26900 0.174000 2.06e-01 3.39e-02 1.18e-02
Antigen-processing:-Ubiquitination-&-Proteasome-degradation 274 4.18e-02 1.48e-01 0.11600 -0.074600 -8.86e-02 3.41e-02 1.19e-02
Diseases-associated-with-N-glycosylation-of-proteins 16 4.19e-02 1.48e-01 0.16400 0.144000 -7.99e-02 3.20e-01 5.80e-01
Golgi-Cisternae-Pericentriolar-Stack-Reorganization 13 4.24e-02 1.50e-01 0.20200 0.197000 -4.70e-02 2.20e-01 7.69e-01
Disorders-of-transmembrane-transporters 131 4.34e-02 1.52e-01 0.16200 -0.127000 -1.00e-01 1.23e-02 4.79e-02
Regulation-of-expression-of-SLITs-and-ROBOs 125 4.35e-02 1.52e-01 0.17200 -0.129000 -1.15e-01 1.32e-02 2.68e-02
Signaling-by-GPCR 418 4.36e-02 1.52e-01 0.09580 0.065000 7.04e-02 2.32e-02 1.40e-02
Translation-initiation-complex-formation 46 4.36e-02 1.52e-01 0.17300 -0.053200 -1.64e-01 5.32e-01 5.39e-02
Recycling-pathway-of-L1 25 4.37e-02 1.52e-01 0.26400 0.242000 1.04e-01 3.60e-02 3.70e-01
RUNX2-regulates-bone-development 27 4.40e-02 1.53e-01 0.36300 0.277000 2.34e-01 1.26e-02 3.51e-02
Biotin-transport-and-metabolism 11 4.41e-02 1.53e-01 0.53900 -0.322000 -4.32e-01 6.47e-02 1.30e-02
Effects-of-PIP2-hydrolysis 23 4.49e-02 1.54e-01 0.22800 -0.220000 -5.90e-02 6.73e-02 6.24e-01
Cell-Cell-communication 83 4.50e-02 1.54e-01 0.20900 0.138000 1.57e-01 3.01e-02 1.33e-02
Tight-junction-interactions 11 4.50e-02 1.54e-01 0.19000 0.146000 -1.21e-01 4.01e-01 4.87e-01
HIV-Infection 209 4.52e-02 1.54e-01 0.13500 -0.094100 -9.62e-02 1.92e-02 1.68e-02
Biological-oxidations 111 4.52e-02 1.54e-01 0.18300 -0.134000 -1.25e-01 1.49e-02 2.29e-02
Cyclin-A:Cdk2-associated-events-at-S-phase-entry 81 4.57e-02 1.56e-01 0.16900 -0.147000 -8.27e-02 2.21e-02 1.98e-01
Signaling-by-NTRK1-(TRKA) 73 4.63e-02 1.57e-01 0.09450 0.094300 -5.17e-03 1.64e-01 9.39e-01
VLDLR-internalisation-and-degradation 11 4.65e-02 1.57e-01 0.19400 0.098700 -1.66e-01 5.71e-01 3.39e-01
GPCR-ligand-binding 157 4.65e-02 1.57e-01 0.11400 0.102000 5.13e-02 2.81e-02 2.68e-01
Pyrimidine-salvage 10 4.71e-02 1.59e-01 0.42300 0.174000 3.85e-01 3.42e-01 3.50e-02
Formation-of-the-ternary-complex,-and-subsequently,-the-43S-complex 41 4.83e-02 1.62e-01 0.15200 -0.025000 -1.50e-01 7.82e-01 9.71e-02
Cyclin-E-associated-events-during-G1/S-transition 79 4.84e-02 1.62e-01 0.17400 -0.150000 -8.77e-02 2.15e-02 1.78e-01
COPI-mediated-anterograde-transport 74 4.93e-02 1.65e-01 0.08200 0.079300 -2.08e-02 2.39e-01 7.58e-01
Signaling-by-Nuclear-Receptors 200 5.01e-02 1.67e-01 0.08940 -0.033600 -8.28e-02 4.14e-01 4.39e-02
Influenza-Life-Cycle 110 5.05e-02 1.68e-01 0.17500 -0.111000 -1.35e-01 4.37e-02 1.46e-02
Neurotransmitter-release-cycle 33 5.07e-02 1.69e-01 0.23000 0.094400 2.10e-01 3.48e-01 3.73e-02
Amine-ligand-binding-receptors 12 5.12e-02 1.70e-01 0.41800 -0.368000 -1.97e-01 2.72e-02 2.37e-01
The-NLRP3-inflammasome 14 5.13e-02 1.70e-01 0.49700 0.328000 3.74e-01 3.35e-02 1.55e-02
C-type-lectin-receptors-(CLRs) 114 5.20e-02 1.71e-01 0.14800 -0.125000 -7.76e-02 2.08e-02 1.53e-01
Signaling-by-Interleukins 331 5.30e-02 1.74e-01 0.10300 0.077400 6.73e-02 1.59e-02 3.60e-02
Regulation-of-APC/C-activators-between-G1/S-and-early-anaphase 73 5.38e-02 1.77e-01 0.15400 -0.140000 -6.38e-02 3.86e-02 3.47e-01
Activation-of-the-mRNA-upon-binding-of-the-cap-binding-complex-and-eIFs,-and-subsequent-binding-to-43S 47 5.43e-02 1.77e-01 0.17400 -0.060200 -1.63e-01 4.75e-01 5.35e-02
SRP-dependent-cotranslational-protein-targeting-to-membrane 80 5.43e-02 1.77e-01 0.09780 -0.007340 -9.75e-02 9.10e-01 1.32e-01
TRAF6-mediated-IRF7-activation 14 5.50e-02 1.79e-01 0.17800 -0.058900 1.68e-01 7.03e-01 2.77e-01
Receptor-type-tyrosine-protein-phosphatases 15 5.56e-02 1.81e-01 0.43600 0.354000 2.54e-01 1.76e-02 8.89e-02
Resolution-of-D-loop-Structures-through-Holliday-Junction-Intermediates 30 5.58e-02 1.81e-01 0.30500 0.176000 2.50e-01 9.54e-02 1.80e-02
Oncogenic-MAPK-signaling 64 5.60e-02 1.81e-01 0.18600 0.161000 9.32e-02 2.56e-02 1.98e-01
Energy-dependent-regulation-of-mTOR-by-LKB1-AMPK 29 5.68e-02 1.83e-01 0.31900 -0.191000 -2.56e-01 7.52e-02 1.73e-02
Cell-Cycle,-Mitotic 436 5.69e-02 1.83e-01 0.08960 0.066200 6.03e-02 1.83e-02 3.16e-02
p75-NTR-receptor-mediated-signalling 90 5.70e-02 1.83e-01 0.19000 0.122000 1.46e-01 4.64e-02 1.68e-02
Regulation-of-PLK1-Activity-at-G2/M-Transition 86 5.72e-02 1.83e-01 0.13500 0.124000 5.19e-02 4.67e-02 4.06e-01
Metabolism-of-fat-soluble-vitamins 33 5.83e-02 1.84e-01 0.31200 0.240000 1.99e-01 1.72e-02 4.77e-02
HIV-Transcription-Initiation 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
RNA-Polymerase-II-HIV-Promoter-Escape 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
RNA-Polymerase-II-Promoter-Escape 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
RNA-Polymerase-II-Transcription-Initiation 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
RNA-Polymerase-II-Transcription-Initiation-And-Promoter-Clearance 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
RNA-Polymerase-II-Transcription-Pre-Initiation-And-Promoter-Opening 45 5.87e-02 1.84e-01 0.26700 -0.170000 -2.05e-01 4.84e-02 1.73e-02
HSF1-activation 23 5.89e-02 1.85e-01 0.29600 -0.261000 -1.41e-01 3.05e-02 2.42e-01
Diseases-associated-with-the-TLR-signaling-cascade 22 6.01e-02 1.87e-01 0.38800 0.259000 2.89e-01 3.53e-02 1.90e-02
Diseases-of-Immune-System 22 6.01e-02 1.87e-01 0.38800 0.259000 2.89e-01 3.53e-02 1.90e-02
Negative-regulation-of-TCF-dependent-signaling-by-WNT-ligand-antagonists 10 6.05e-02 1.88e-01 0.57100 0.430000 3.76e-01 1.85e-02 3.96e-02
TCR-signaling 94 6.13e-02 1.90e-01 0.11700 -0.110000 -3.76e-02 6.49e-02 5.29e-01
AURKA-Activation-by-TPX2 71 6.19e-02 1.92e-01 0.16100 0.144000 7.26e-02 3.63e-02 2.91e-01
Resolution-of-D-Loop-Structures 31 6.30e-02 1.94e-01 0.30500 0.184000 2.43e-01 7.70e-02 1.92e-02
Regulation-of-TLR-by-endogenous-ligand 12 6.30e-02 1.94e-01 0.30900 0.088600 2.96e-01 5.95e-01 7.61e-02
NRAGE-signals-death-through-JNK 55 6.32e-02 1.94e-01 0.21600 0.121000 1.79e-01 1.22e-01 2.20e-02
Cargo-recognition-for-clathrin-mediated-endocytosis 85 6.34e-02 1.94e-01 0.10100 0.099400 1.65e-02 1.14e-01 7.93e-01
Ribosomal-scanning-and-start-codon-recognition 47 6.35e-02 1.94e-01 0.15400 -0.042900 -1.48e-01 6.11e-01 7.90e-02
Transcriptional-Regulation-by-MECP2 46 6.42e-02 1.95e-01 0.19600 -0.086900 -1.76e-01 3.08e-01 3.90e-02
Retinoid-metabolism-and-transport 29 6.43e-02 1.95e-01 0.33800 0.239000 2.39e-01 2.60e-02 2.57e-02
Activation-of-ATR-in-response-to-replication-stress 36 6.44e-02 1.95e-01 0.15800 0.030100 1.56e-01 7.55e-01 1.06e-01
MicroRNA-(miRNA)-biogenesis 23 6.45e-02 1.95e-01 0.36500 -0.282000 -2.32e-01 1.92e-02 5.44e-02
Glycogen-breakdown-(glycogenolysis) 14 6.48e-02 1.95e-01 0.48400 -0.352000 -3.32e-01 2.24e-02 3.17e-02
Signaling-by-NODAL 11 6.48e-02 1.95e-01 0.28600 -0.054200 -2.81e-01 7.56e-01 1.07e-01
Long-term-potentiation 16 6.49e-02 1.95e-01 0.22700 0.224000 3.34e-02 1.21e-01 8.17e-01
Amplification--of-signal-from-unattached--kinetochores-via-a-MAD2--inhibitory-signal 83 6.61e-02 1.98e-01 0.19000 0.148000 1.19e-01 1.98e-02 6.06e-02
Amplification-of-signal-from-the-kinetochores 83 6.61e-02 1.98e-01 0.19000 0.148000 1.19e-01 1.98e-02 6.06e-02
HATs-acetylate-histones 76 6.68e-02 2.00e-01 0.16000 -0.075900 -1.40e-01 2.53e-01 3.45e-02
p75NTR-signals-via-NF-kB 16 6.76e-02 2.02e-01 0.44200 0.290000 3.33e-01 4.43e-02 2.10e-02
Resolution-of-D-loop-Structures-through-Synthesis-Dependent-Strand-Annealing-(SDSA) 25 6.78e-02 2.02e-01 0.30300 0.161000 2.56e-01 1.64e-01 2.67e-02
Phosphorylation-of-the-APC/C 18 6.87e-02 2.04e-01 0.27100 0.254000 9.61e-02 6.22e-02 4.80e-01
Receptor-Mediated-Mitophagy 11 6.92e-02 2.04e-01 0.51900 -0.328000 -4.02e-01 5.94e-02 2.08e-02
Amino-acids-regulate-mTORC1 48 6.92e-02 2.04e-01 0.25300 -0.165000 -1.92e-01 4.87e-02 2.12e-02
Caspase-mediated-cleavage-of-cytoskeletal-proteins 12 6.93e-02 2.04e-01 0.50100 0.385000 3.22e-01 2.10e-02 5.38e-02
Metabolism-of-nucleotides 83 6.94e-02 2.04e-01 0.18300 -0.146000 -1.09e-01 2.16e-02 8.49e-02
RHO-GTPases-Activate-WASPs-and-WAVEs 36 6.99e-02 2.05e-01 0.29600 0.219000 1.99e-01 2.29e-02 3.90e-02
G-protein-activation 16 7.03e-02 2.06e-01 0.37000 0.316000 1.94e-01 2.89e-02 1.80e-01
Elevation-of-cytosolic-Ca2+-levels 11 7.10e-02 2.07e-01 0.40500 0.187000 3.59e-01 2.84e-01 3.92e-02
Cargo-concentration-in-the-ER 26 7.20e-02 2.10e-01 0.12800 0.123000 -3.47e-02 2.78e-01 7.59e-01
Transmission-across-Chemical-Synapses 164 7.22e-02 2.10e-01 0.13900 0.102000 9.53e-02 2.51e-02 3.56e-02
Regulation-of-HSF1-mediated-heat-shock-response 76 7.47e-02 2.16e-01 0.19900 -0.150000 -1.31e-01 2.34e-02 4.88e-02
Loss-of-function-of-MECP2-in-Rett-syndrome 12 7.47e-02 2.16e-01 0.30100 -0.088300 -2.88e-01 5.96e-01 8.39e-02
Pervasive-developmental-disorders 12 7.47e-02 2.16e-01 0.30100 -0.088300 -2.88e-01 5.96e-01 8.39e-02
MAP2K-and-MAPK-activation 35 7.62e-02 2.19e-01 0.29800 0.212000 2.10e-01 3.02e-02 3.16e-02
Influenza-Viral-RNA-Transcription-and-Replication 102 7.67e-02 2.21e-01 0.17200 -0.113000 -1.29e-01 4.85e-02 2.43e-02
Diseases-associated-with-glycosylation-precursor-biosynthesis 18 7.77e-02 2.23e-01 0.16300 0.023800 -1.61e-01 8.61e-01 2.38e-01
Visual-phototransduction 54 7.82e-02 2.24e-01 0.22300 0.136000 1.77e-01 8.44e-02 2.43e-02
EPH-ephrin-mediated-repulsion-of-cells 42 7.83e-02 2.24e-01 0.15600 0.150000 4.32e-02 9.18e-02 6.28e-01
Establishment-of-Sister-Chromatid-Cohesion 10 7.85e-02 2.24e-01 0.19100 0.175000 -7.72e-02 3.38e-01 6.73e-01
Sema4D-induced-cell-migration-and-growth-cone-collapse 19 7.95e-02 2.26e-01 0.34000 0.183000 2.86e-01 1.67e-01 3.07e-02
Keratinization 22 8.05e-02 2.28e-01 0.24600 0.228000 9.30e-02 6.40e-02 4.50e-01
L13a-mediated-translational-silencing-of-Ceruloplasmin-expression 78 8.15e-02 2.30e-01 0.14200 -0.061500 -1.28e-01 3.48e-01 5.08e-02
Iron-uptake-and-transport 49 8.15e-02 2.30e-01 0.12000 -0.013100 -1.19e-01 8.74e-01 1.50e-01
Class-B/2-(Secretin-family-receptors) 46 8.16e-02 2.30e-01 0.22400 0.186000 1.25e-01 2.92e-02 1.42e-01
GTP-hydrolysis-and-joining-of-the-60S-ribosomal-subunit 80 8.19e-02 2.30e-01 0.13700 -0.057400 -1.24e-01 3.76e-01 5.45e-02
Synthesis-of-PIPs-at-the-Golgi-membrane 15 8.19e-02 2.30e-01 0.14900 0.080200 -1.25e-01 5.91e-01 4.02e-01
PIWI-interacting-RNA-(piRNA)-biogenesis 16 8.26e-02 2.31e-01 0.26800 -0.253000 -8.77e-02 7.96e-02 5.44e-01
NOTCH2-intracellular-domain-regulates-transcription 10 8.33e-02 2.32e-01 0.50700 0.305000 4.05e-01 9.46e-02 2.65e-02
MET-activates-RAP1-and-RAC1 11 8.34e-02 2.32e-01 0.34000 0.316000 1.24e-01 6.94e-02 4.76e-01
Budding-and-maturation-of-HIV-virion 25 8.35e-02 2.32e-01 0.16700 0.166000 1.91e-02 1.51e-01 8.69e-01
Metabolism-of-nitric-oxide:-eNOS-activation-and-regulation 14 8.36e-02 2.32e-01 0.15300 -0.128000 8.41e-02 4.08e-01 5.86e-01
Deadenylation-dependent-mRNA-decay 50 8.39e-02 2.32e-01 0.24400 -0.166000 -1.78e-01 4.23e-02 2.93e-02
SUMOylation-of-chromatin-organization-proteins 55 8.39e-02 2.32e-01 0.10500 -0.003940 -1.05e-01 9.60e-01 1.78e-01
Ion-homeostasis 39 8.51e-02 2.34e-01 0.24100 -0.200000 -1.34e-01 3.07e-02 1.47e-01
JNK-(c-Jun-kinases)-phosphorylation-and--activation-mediated-by-activated-human-TAK1 17 8.52e-02 2.34e-01 0.41800 -0.300000 -2.91e-01 3.21e-02 3.81e-02
RHO-GTPases-activate-PAKs 20 8.52e-02 2.34e-01 0.29300 0.137000 2.59e-01 2.88e-01 4.52e-02
Nuclear-Receptor-transcription-pathway 43 8.62e-02 2.35e-01 0.25700 -0.167000 -1.94e-01 5.76e-02 2.74e-02
Axon-guidance 432 8.63e-02 2.35e-01 0.07670 0.061900 4.54e-02 2.82e-02 1.08e-01
Signaling-by-Non-Receptor-Tyrosine-Kinases 52 8.64e-02 2.35e-01 0.17400 0.156000 7.72e-02 5.14e-02 3.36e-01
Signaling-by-PTK6 52 8.64e-02 2.35e-01 0.17400 0.156000 7.72e-02 5.14e-02 3.36e-01
Death-Receptor-Signalling 129 8.68e-02 2.36e-01 0.14900 0.097100 1.12e-01 5.71e-02 2.77e-02
Circadian-Clock 66 8.73e-02 2.37e-01 0.12000 -0.031300 -1.16e-01 6.60e-01 1.04e-01
Disassembly-of-the-destruction-complex-and-recruitment-of-AXIN-to-the-membrane 27 8.77e-02 2.37e-01 0.12200 0.119000 -2.99e-02 2.86e-01 7.88e-01
Interleukin-1-family-signaling 114 8.79e-02 2.37e-01 0.06430 -0.063800 7.72e-03 2.40e-01 8.87e-01
ERK/MAPK-targets 21 8.82e-02 2.37e-01 0.16900 -0.006700 -1.68e-01 9.58e-01 1.82e-01
SUMOylation-of-intracellular-receptors 27 8.86e-02 2.38e-01 0.27400 -0.144000 -2.33e-01 1.94e-01 3.62e-02
Formation-of-tubulin-folding-intermediates-by-CCT/TriC 20 8.88e-02 2.38e-01 0.17500 0.009930 1.75e-01 9.39e-01 1.76e-01
Abortive-elongation-of-HIV-1-transcript-in-the-absence-of-Tat 23 8.90e-02 2.38e-01 0.19100 -0.187000 -4.06e-02 1.22e-01 7.36e-01
Glucagon-type-ligand-receptors 15 8.96e-02 2.39e-01 0.24500 0.238000 6.05e-02 1.11e-01 6.85e-01
rRNA-processing 178 9.01e-02 2.39e-01 0.12800 -0.089400 -9.21e-02 3.99e-02 3.44e-02
Cap-dependent-Translation-Initiation 86 9.02e-02 2.39e-01 0.14800 -0.074200 -1.28e-01 2.35e-01 4.10e-02
Eukaryotic-Translation-Initiation 86 9.02e-02 2.39e-01 0.14800 -0.074200 -1.28e-01 2.35e-01 4.10e-02
cGMP-effects 12 9.11e-02 2.41e-01 0.40000 0.205000 3.43e-01 2.19e-01 3.96e-02
Neurotransmitter-receptors-and-postsynaptic-signal-transmission 119 9.17e-02 2.42e-01 0.10300 0.095300 3.81e-02 7.30e-02 4.73e-01
Acyl-chain-remodelling-of-PC 18 9.31e-02 2.44e-01 0.34500 -0.288000 -1.90e-01 3.47e-02 1.63e-01
Loss-of-Nlp-from-mitotic-centrosomes 68 9.32e-02 2.44e-01 0.13400 0.125000 4.92e-02 7.55e-02 4.84e-01
Loss-of-proteins-required-for-interphase-microtubule-organization-from-the-centrosome 68 9.32e-02 2.44e-01 0.13400 0.125000 4.92e-02 7.55e-02 4.84e-01
Processing-of-Intronless-Pre-mRNAs 18 9.33e-02 2.44e-01 0.39900 -0.286000 -2.77e-01 3.54e-02 4.19e-02
Processing-of-Capped-Intronless-Pre-mRNA 26 9.33e-02 2.44e-01 0.31400 -0.194000 -2.47e-01 8.67e-02 2.95e-02
Nuclear-Events-(kinase-and-transcription-factor-activation) 24 9.35e-02 2.44e-01 0.18600 -0.040700 -1.82e-01 7.30e-01 1.23e-01
RUNX2-regulates-osteoblast-differentiation 21 9.40e-02 2.45e-01 0.33500 0.271000 1.97e-01 3.14e-02 1.19e-01
Transport-of-Mature-mRNA-Derived-from-an-Intronless-Transcript 40 9.46e-02 2.46e-01 0.25500 -0.160000 -1.98e-01 8.10e-02 2.99e-02
CREB1-phosphorylation-through-NMDA-receptor-mediated-activation-of-RAS-signaling 21 9.58e-02 2.48e-01 0.12600 0.115000 -5.26e-02 3.63e-01 6.77e-01
Conversion-from-APC/C:Cdc20-to-APC/C:Cdh1-in-late-anaphase 18 9.60e-02 2.48e-01 0.16400 0.163000 -1.18e-02 2.31e-01 9.31e-01
Downstream-signaling-of-activated-FGFR4 19 9.61e-02 2.48e-01 0.27500 -0.118000 -2.49e-01 3.74e-01 6.05e-02
Cooperation-of-Prefoldin-and-TriC/CCT--in-actin-and-tubulin-folding 26 9.70e-02 2.50e-01 0.10700 -0.081600 6.93e-02 4.71e-01 5.41e-01
Neutrophil-degranulation 356 9.72e-02 2.50e-01 0.07990 0.065600 4.56e-02 3.41e-02 1.41e-01
Fc-epsilon-receptor-(FCERI)-signaling 121 9.77e-02 2.51e-01 0.13600 -0.112000 -7.74e-02 3.44e-02 1.42e-01
Infectious-disease 362 9.88e-02 2.53e-01 0.06640 -0.030400 -5.91e-02 3.22e-01 5.46e-02
GPCR-downstream-signalling 380 9.94e-02 2.54e-01 0.07430 0.040500 6.22e-02 1.77e-01 3.80e-02
Transport-of-Mature-mRNAs-Derived-from-Intronless-Transcripts 41 1.00e-01 2.56e-01 0.25000 -0.157000 -1.94e-01 8.14e-02 3.19e-02
Carboxyterminal-post-translational-modifications-of-tubulin 26 1.02e-01 2.59e-01 0.23900 0.106000 2.14e-01 3.49e-01 5.93e-02
Activated-NTRK2-signals-through-FRS2-and-FRS3 10 1.04e-01 2.64e-01 0.32100 -0.103000 -3.04e-01 5.72e-01 9.64e-02
Recruitment-of-NuMA-to-mitotic-centrosomes 78 1.04e-01 2.64e-01 0.11200 0.107000 3.38e-02 1.03e-01 6.06e-01
Transcriptional-regulation-by-RUNX2 109 1.04e-01 2.64e-01 0.05970 -0.013000 5.83e-02 8.15e-01 2.94e-01
Post-chaperonin-tubulin-folding-pathway 18 1.05e-01 2.65e-01 0.38500 0.259000 2.85e-01 5.69e-02 3.62e-02
Mitotic-Prophase 80 1.05e-01 2.65e-01 0.06340 0.026600 -5.76e-02 6.82e-01 3.73e-01
Gene-Silencing-by-RNA 63 1.05e-01 2.65e-01 0.20600 -0.152000 -1.39e-01 3.66e-02 5.65e-02
Processive-synthesis-on-the-lagging-strand 14 1.07e-01 2.68e-01 0.19600 0.005410 1.96e-01 9.72e-01 2.04e-01
Nucleobase-biosynthesis 13 1.07e-01 2.68e-01 0.44800 -0.336000 -2.97e-01 3.58e-02 6.41e-02
TRAF6-mediated-NF-kB-activation 20 1.09e-01 2.72e-01 0.17800 0.021200 1.76e-01 8.70e-01 1.72e-01
Cytosolic-sensors-of-pathogen-associated-DNA 59 1.10e-01 2.74e-01 0.11700 0.027000 1.13e-01 7.20e-01 1.32e-01
Activation-of-HOX-genes-during-differentiation 51 1.10e-01 2.75e-01 0.21800 -0.136000 -1.70e-01 9.26e-02 3.58e-02
Activation-of-anterior-HOX-genes-in-hindbrain-development-during-early-embryogenesis 51 1.10e-01 2.75e-01 0.21800 -0.136000 -1.70e-01 9.26e-02 3.58e-02
Regulation-of-KIT-signaling 15 1.14e-01 2.83e-01 0.22600 0.050200 2.21e-01 7.37e-01 1.39e-01
Influenza-Infection 118 1.15e-01 2.85e-01 0.14300 -0.090800 -1.11e-01 8.89e-02 3.76e-02
Activation-of-RAC1 12 1.16e-01 2.87e-01 0.36300 0.317000 1.76e-01 5.70e-02 2.92e-01
Gene-and-protein-expression-by-JAK-STAT-signaling-after-Interleukin-12-stimulation 27 1.16e-01 2.87e-01 0.12900 0.129000 -8.29e-03 2.47e-01 9.41e-01
Transport-of-Mature-mRNA-derived-from-an-Intron-Containing-Transcript 70 1.17e-01 2.87e-01 0.19000 -0.126000 -1.42e-01 6.80e-02 3.99e-02
Centrosome-maturation 78 1.17e-01 2.87e-01 0.12600 0.115000 5.08e-02 7.93e-02 4.39e-01
Recruitment-of-mitotic-centrosome-proteins-and-complexes 78 1.17e-01 2.87e-01 0.12600 0.115000 5.08e-02 7.93e-02 4.39e-01
SLC-mediated-transmembrane-transport 150 1.18e-01 2.89e-01 0.10600 0.091400 5.33e-02 5.38e-02 2.61e-01
Interleukin-15-signaling 14 1.20e-01 2.94e-01 0.32300 -0.150000 -2.86e-01 3.30e-01 6.39e-02
Downstream-signaling-of-activated-FGFR2 21 1.21e-01 2.95e-01 0.20400 -0.058900 -1.96e-01 6.41e-01 1.20e-01
EGFR-downregulation 27 1.21e-01 2.96e-01 0.28700 0.228000 1.75e-01 4.05e-02 1.16e-01
Constitutive-Signaling-by-Aberrant-PI3K-in-Cancer 54 1.22e-01 2.96e-01 0.21600 0.158000 1.48e-01 4.47e-02 6.08e-02
mRNA-Capping 29 1.24e-01 3.00e-01 0.29400 -0.214000 -2.02e-01 4.64e-02 5.97e-02
Vitamin-B5-(pantothenate)-metabolism 15 1.27e-01 3.08e-01 0.40800 -0.288000 -2.88e-01 5.34e-02 5.33e-02
HDR-through-Homologous-Recombination-(HRR)-or-Single-Strand-Annealing-(SSA) 89 1.27e-01 3.08e-01 0.11800 0.049100 1.07e-01 4.24e-01 8.14e-02
Rab-regulation-of-trafficking 111 1.29e-01 3.10e-01 0.13300 -0.075200 -1.09e-01 1.72e-01 4.73e-02
Formation-of-TC-NER-Pre-Incision-Complex 53 1.30e-01 3.13e-01 0.21200 -0.140000 -1.59e-01 7.75e-02 4.48e-02
Negative-regulation-of-NMDA-receptor-mediated-neuronal-transmission 14 1.30e-01 3.13e-01 0.25600 0.243000 8.14e-02 1.16e-01 5.98e-01
Purine-ribonucleoside-monophosphate-biosynthesis 10 1.30e-01 3.13e-01 0.41100 -0.350000 -2.16e-01 5.52e-02 2.38e-01
APC/C-mediated-degradation-of-cell-cycle-proteins 79 1.31e-01 3.13e-01 0.11700 -0.108000 -4.44e-02 9.58e-02 4.95e-01
Regulation-of-mitotic-cell-cycle 79 1.31e-01 3.13e-01 0.11700 -0.108000 -4.44e-02 9.58e-02 4.95e-01
PI5P,-PP2A-and-IER3-Regulate-PI3K/AKT-Signaling 80 1.32e-01 3.15e-01 0.15300 0.127000 8.56e-02 4.99e-02 1.86e-01
Transcriptional-regulation-by-RUNX1 158 1.32e-01 3.15e-01 0.07770 -0.073300 -2.59e-02 1.12e-01 5.75e-01
Signaling-by-FGFR2-in-disease 34 1.33e-01 3.16e-01 0.26400 -0.176000 -1.97e-01 7.60e-02 4.67e-02
Homologous-DNA-Pairing-and-Strand-Exchange 41 1.33e-01 3.16e-01 0.15600 0.054700 1.46e-01 5.45e-01 1.07e-01
HCMV-Early-Events 57 1.34e-01 3.17e-01 0.06700 0.047200 -4.76e-02 5.38e-01 5.35e-01
Activation-of-the-AP-1-family-of-transcription-factors 10 1.35e-01 3.18e-01 0.34300 -0.142000 -3.13e-01 4.37e-01 8.70e-02
Interconversion-of-nucleotide-di--and-triphosphates 24 1.35e-01 3.18e-01 0.31700 -0.218000 -2.29e-01 6.41e-02 5.17e-02
Unfolded-Protein-Response-(UPR) 86 1.36e-01 3.21e-01 0.07010 0.070000 -3.89e-03 2.63e-01 9.50e-01
Signaling-by-ROBO-receptors 167 1.37e-01 3.22e-01 0.12000 -0.087000 -8.30e-02 5.28e-02 6.48e-02
GAB1-signalosome 15 1.37e-01 3.22e-01 0.31000 0.272000 1.49e-01 6.87e-02 3.18e-01
RHO-GTPases-activate-CIT 18 1.39e-01 3.26e-01 0.30500 0.162000 2.58e-01 2.34e-01 5.78e-02
Synthesis-of-Prostaglandins-(PG)-and-Thromboxanes-(TX) 13 1.40e-01 3.27e-01 0.14700 0.059600 -1.35e-01 7.10e-01 4.00e-01
ADP-signalling-through-P2Y-purinoceptor-12 15 1.40e-01 3.27e-01 0.28200 0.256000 1.20e-01 8.66e-02 4.22e-01
MAP-kinase-activation 61 1.40e-01 3.27e-01 0.12700 -0.045500 -1.19e-01 5.39e-01 1.09e-01
Cell-death-signalling-via-NRAGE,-NRIF-and-NADE 72 1.40e-01 3.27e-01 0.16700 0.099800 1.34e-01 1.44e-01 4.90e-02
Downstream-signaling-of-activated-FGFR3 19 1.41e-01 3.28e-01 0.29500 -0.156000 -2.50e-01 2.39e-01 5.93e-02
Transcriptional-regulation-of-pluripotent-stem-cells 15 1.42e-01 3.28e-01 0.13200 0.067300 -1.14e-01 6.52e-01 4.45e-01
HSF1-dependent-transactivation 30 1.43e-01 3.30e-01 0.25900 -0.207000 -1.55e-01 4.96e-02 1.41e-01
G2/M-DNA-damage-checkpoint 56 1.43e-01 3.31e-01 0.12600 0.041300 1.19e-01 5.93e-01 1.22e-01
Synthesis-of-PIPs-at-the-late-endosome-membrane 11 1.44e-01 3.31e-01 0.25800 -0.064800 -2.50e-01 7.10e-01 1.51e-01
Signaling-by-FGFR3-in-disease 16 1.44e-01 3.31e-01 0.33500 -0.189000 -2.77e-01 1.92e-01 5.47e-02
Signaling-by-FGFR3-point-mutants-in-cancer 16 1.44e-01 3.31e-01 0.33500 -0.189000 -2.77e-01 1.92e-01 5.47e-02
GPVI-mediated-activation-cascade 29 1.45e-01 3.32e-01 0.26800 0.211000 1.65e-01 4.96e-02 1.24e-01
TP53-Regulates-Transcription-of-Genes-Involved-in-G1-Cell-Cycle-Arrest 13 1.46e-01 3.33e-01 0.40600 0.314000 2.56e-01 4.96e-02 1.10e-01
PI-3K-cascade:FGFR4 12 1.46e-01 3.34e-01 0.36600 -0.192000 -3.11e-01 2.49e-01 6.22e-02
DDX58/IFIH1-mediated-induction-of-interferon-alpha/beta 58 1.47e-01 3.35e-01 0.15100 0.070300 1.34e-01 3.55e-01 7.81e-02
SUMOylation-of-RNA-binding-proteins 46 1.48e-01 3.35e-01 0.09230 0.007130 -9.20e-02 9.33e-01 2.81e-01
Attenuation-phase 21 1.48e-01 3.35e-01 0.25400 -0.224000 -1.20e-01 7.62e-02 3.41e-01
Nonsense-Mediated-Decay-(NMD)-enhanced-by-the-Exon-Junction-Complex-(EJC) 82 1.48e-01 3.35e-01 0.14300 -0.077700 -1.20e-01 2.24e-01 5.98e-02
Nonsense-Mediated-Decay-(NMD) 82 1.48e-01 3.35e-01 0.14300 -0.077700 -1.20e-01 2.24e-01 5.98e-02
Metabolism-of-folate-and-pterines 16 1.48e-01 3.35e-01 0.14000 0.035500 -1.35e-01 8.06e-01 3.48e-01
WNT5A-dependent-internalization-of-FZD4 15 1.48e-01 3.35e-01 0.23200 0.222000 6.89e-02 1.37e-01 6.44e-01
Regulation-of-IFNA-signaling 12 1.49e-01 3.35e-01 0.21800 0.031300 2.15e-01 8.51e-01 1.96e-01
TRP-channels 12 1.50e-01 3.37e-01 0.15700 -0.150000 4.78e-02 3.69e-01 7.74e-01
Vasopressin-regulates-renal-water-homeostasis-via-Aquaporins 31 1.52e-01 3.39e-01 0.11700 0.001110 -1.17e-01 9.91e-01 2.58e-01
Pre-NOTCH-Processing-in-Golgi 16 1.52e-01 3.39e-01 0.18400 -0.022600 -1.82e-01 8.75e-01 2.07e-01
Cardiac-conduction 95 1.52e-01 3.39e-01 0.13200 -0.111000 -7.14e-02 6.17e-02 2.29e-01
activated-TAK1-mediates-p38-MAPK-activation 18 1.52e-01 3.39e-01 0.34600 -0.264000 -2.23e-01 5.28e-02 1.01e-01
G-beta:gamma-signalling-through-CDC42 14 1.55e-01 3.44e-01 0.26800 0.247000 1.02e-01 1.09e-01 5.08e-01
RNA-Pol-II-CTD-phosphorylation-and-interaction-with-CE 27 1.55e-01 3.45e-01 0.28500 -0.213000 -1.90e-01 5.60e-02 8.76e-02
RNA-Pol-II-CTD-phosphorylation-and-interaction-with-CE-during-HIV-infection 27 1.55e-01 3.45e-01 0.28500 -0.213000 -1.90e-01 5.60e-02 8.76e-02
Extra-nuclear-estrogen-signaling 62 1.56e-01 3.46e-01 0.15400 0.133000 7.83e-02 7.11e-02 2.87e-01
Metabolism-of-steroids 104 1.57e-01 3.47e-01 0.09290 -0.031900 -8.72e-02 5.74e-01 1.25e-01
trans-Golgi-Network-Vesicle-Budding 64 1.57e-01 3.47e-01 0.16400 0.136000 9.26e-02 6.03e-02 2.00e-01
HDR-through-Single-Strand-Annealing-(SSA) 36 1.57e-01 3.47e-01 0.13000 0.025000 1.28e-01 7.95e-01 1.84e-01
AKT-phosphorylates-targets-in-the-nucleus 10 1.58e-01 3.48e-01 0.46900 -0.320000 -3.44e-01 7.99e-02 5.99e-02
Gap-junction-trafficking-and-regulation 15 1.59e-01 3.49e-01 0.37700 0.285000 2.47e-01 5.62e-02 9.82e-02
Signal-amplification 23 1.60e-01 3.51e-01 0.21000 0.193000 8.21e-02 1.09e-01 4.95e-01
FRS-mediated-FGFR4-signaling 14 1.60e-01 3.51e-01 0.34300 -0.190000 -2.86e-01 2.19e-01 6.36e-02
Role-of-phospholipids-in-phagocytosis 24 1.61e-01 3.52e-01 0.29400 0.189000 2.25e-01 1.09e-01 5.63e-02
Mitotic-Telophase/Cytokinesis 13 1.62e-01 3.53e-01 0.20900 0.206000 3.40e-02 1.99e-01 8.32e-01
Interleukin-17-signaling 63 1.63e-01 3.56e-01 0.10500 -0.026700 -1.02e-01 7.14e-01 1.64e-01
Late-Phase-of-HIV-Life-Cycle 127 1.64e-01 3.56e-01 0.08010 -0.025400 -7.60e-02 6.22e-01 1.40e-01
Deadenylation-of-mRNA 20 1.64e-01 3.56e-01 0.30700 -0.186000 -2.45e-01 1.50e-01 5.82e-02
Nucleotide-Excision-Repair 109 1.64e-01 3.56e-01 0.14100 -0.103000 -9.68e-02 6.36e-02 8.12e-02
Prostacyclin-signalling-through-prostacyclin-receptor 13 1.66e-01 3.60e-01 0.27900 0.256000 1.12e-01 1.10e-01 4.85e-01
Cell-junction-organization 57 1.67e-01 3.60e-01 0.17500 0.143000 1.01e-01 6.23e-02 1.88e-01
TGF-beta-receptor-signaling-in-EMT-(epithelial-to-mesenchymal-transition) 15 1.67e-01 3.60e-01 0.27200 0.246000 1.17e-01 9.96e-02 4.31e-01
Unblocking-of-NMDA-receptors,-glutamate-binding-and-activation 13 1.68e-01 3.62e-01 0.23500 0.226000 6.51e-02 1.58e-01 6.84e-01
SUMOylation-of-DNA-methylation-proteins 16 1.68e-01 3.62e-01 0.23500 0.220000 8.30e-02 1.28e-01 5.66e-01
Selenoamino-acid-metabolism 76 1.69e-01 3.62e-01 0.16800 -0.115000 -1.22e-01 8.32e-02 6.57e-02
Role-of-LAT2/NTAL/LAB-on-calcium-mobilization 14 1.70e-01 3.63e-01 0.36400 0.221000 2.90e-01 1.53e-01 6.05e-02
Global-Genome-Nucleotide-Excision-Repair-(GG-NER) 83 1.71e-01 3.65e-01 0.15600 -0.099800 -1.19e-01 1.16e-01 6.02e-02
Acyl-chain-remodelling-of-PE 17 1.71e-01 3.66e-01 0.32800 -0.262000 -1.98e-01 6.15e-02 1.57e-01
Signaling-by-FGFR4-in-disease 10 1.72e-01 3.66e-01 0.28800 -0.096200 -2.71e-01 5.98e-01 1.38e-01
PI-3K-cascade:FGFR3 12 1.72e-01 3.66e-01 0.40200 -0.253000 -3.13e-01 1.29e-01 6.06e-02
ATF6-(ATF6-alpha)-activates-chaperone-genes 10 1.74e-01 3.69e-01 0.42300 -0.339000 -2.53e-01 6.31e-02 1.66e-01
Synthesis-of-PE 11 1.74e-01 3.69e-01 0.38400 -0.318000 -2.16e-01 6.81e-02 2.16e-01
RNA-Polymerase-I-Transcription-Termination 30 1.75e-01 3.69e-01 0.22100 -0.188000 -1.17e-01 7.53e-02 2.69e-01
FRS-mediated-FGFR3-signaling 14 1.75e-01 3.69e-01 0.37600 -0.241000 -2.88e-01 1.18e-01 6.21e-02
Pentose-phosphate-pathway 12 1.75e-01 3.69e-01 0.20100 0.200000 2.22e-02 2.30e-01 8.94e-01
Diseases-of-metabolism 70 1.75e-01 3.69e-01 0.17400 -0.122000 -1.23e-01 7.74e-02 7.42e-02
SHC1-events-in-EGFR-signaling 12 1.77e-01 3.72e-01 0.36500 0.303000 2.05e-01 6.96e-02 2.20e-01
Aquaporin-mediated-transport 34 1.77e-01 3.72e-01 0.14600 -0.042800 -1.40e-01 6.66e-01 1.58e-01
Gap-junction-trafficking 13 1.78e-01 3.72e-01 0.39600 0.294000 2.64e-01 6.62e-02 9.90e-02
Activation-of-IRF3/IRF7-mediated-by-TBK1/IKK-epsilon 15 1.78e-01 3.72e-01 0.33000 0.188000 2.72e-01 2.07e-01 6.86e-02
IRF3-mediated-induction-of-type-I-IFN 11 1.78e-01 3.72e-01 0.26900 0.088100 2.54e-01 6.13e-01 1.45e-01
Termination-of-translesion-DNA-synthesis 31 1.79e-01 3.72e-01 0.09070 -0.033300 8.44e-02 7.49e-01 4.16e-01
Paradoxical-activation-of-RAF-signaling-by-kinase-inactive-BRAF 39 1.81e-01 3.75e-01 0.21800 0.171000 1.36e-01 6.45e-02 1.43e-01
Signaling-by-RAS-mutants 39 1.81e-01 3.75e-01 0.21800 0.171000 1.36e-01 6.45e-02 1.43e-01
Signaling-by-moderate-kinase-activity-BRAF-mutants 39 1.81e-01 3.75e-01 0.21800 0.171000 1.36e-01 6.45e-02 1.43e-01
Signaling-downstream-of-RAS-mutants 39 1.81e-01 3.75e-01 0.21800 0.171000 1.36e-01 6.45e-02 1.43e-01
Oxidative-Stress-Induced-Senescence 62 1.81e-01 3.75e-01 0.09150 -0.013800 -9.04e-02 8.51e-01 2.18e-01
Signaling-by-NTRK2-(TRKB) 22 1.82e-01 3.77e-01 0.14100 -0.008870 -1.40e-01 9.43e-01 2.54e-01
Thrombin-signalling-through-proteinase-activated-receptors-(PARs) 22 1.85e-01 3.81e-01 0.20200 0.187000 7.70e-02 1.29e-01 5.32e-01
Transcriptional-regulation-of-white-adipocyte-differentiation 78 1.86e-01 3.81e-01 0.13600 -0.073100 -1.15e-01 2.65e-01 7.87e-02
Cohesin-Loading-onto-Chromatin 10 1.86e-01 3.81e-01 0.14600 0.098800 -1.08e-01 5.88e-01 5.55e-01
Formation-of-the-Early-Elongation-Complex 33 1.86e-01 3.81e-01 0.22500 -0.183000 -1.32e-01 6.97e-02 1.90e-01
Formation-of-the-HIV-1-Early-Elongation-Complex 33 1.86e-01 3.81e-01 0.22500 -0.183000 -1.32e-01 6.97e-02 1.90e-01
Regulation-of-FZD-by-ubiquitination 15 1.87e-01 3.83e-01 0.24200 -0.090100 -2.24e-01 5.46e-01 1.33e-01
Regulation-of-RUNX1-Expression-and-Activity 17 1.89e-01 3.87e-01 0.33400 0.216000 2.55e-01 1.23e-01 6.87e-02
Nef-mediates-down-modulation-of-cell-surface-receptors-by-recruiting-them-to-clathrin-adapters 17 1.90e-01 3.89e-01 0.13500 0.134000 -1.89e-02 3.39e-01 8.93e-01
Pre-NOTCH-Expression-and-Processing 47 1.91e-01 3.89e-01 0.16100 0.141000 7.84e-02 9.48e-02 3.53e-01
Presynaptic-phase-of-homologous-DNA-pairing-and-strand-exchange 38 1.91e-01 3.89e-01 0.14700 0.052400 1.38e-01 5.76e-01 1.42e-01
Removal-of-the-Flap-Intermediate 13 1.91e-01 3.89e-01 0.15800 -0.016100 1.58e-01 9.20e-01 3.25e-01
Striated-Muscle-Contraction 27 1.92e-01 3.90e-01 0.18500 0.073400 1.70e-01 5.09e-01 1.27e-01
Translesion-synthesis-by-Y-family-DNA-polymerases-bypasses-lesions-on-DNA-template 37 1.93e-01 3.90e-01 0.09380 -0.009450 9.33e-02 9.21e-01 3.26e-01
NF-kB-is-activated-and-signals-survival 13 1.93e-01 3.90e-01 0.38100 0.247000 2.90e-01 1.23e-01 7.05e-02
Formation-of-a-pool-of-free-40S-subunits 70 1.94e-01 3.91e-01 0.10400 -0.033500 -9.80e-02 6.29e-01 1.57e-01
PI-3K-cascade:FGFR1 11 1.94e-01 3.91e-01 0.22300 -0.043400 -2.18e-01 8.03e-01 2.10e-01
Regulation-of-TP53-Activity-through-Phosphorylation 88 1.95e-01 3.91e-01 0.06740 0.002260 6.74e-02 9.71e-01 2.75e-01
RNA-Polymerase-I-Promoter-Escape 32 1.95e-01 3.91e-01 0.22800 -0.183000 -1.35e-01 7.27e-02 1.86e-01
APC/C:Cdc20-mediated-degradation-of-Cyclin-B 22 1.96e-01 3.93e-01 0.17400 0.167000 4.88e-02 1.76e-01 6.92e-01
Amino-acid-transport-across-the-plasma-membrane 21 1.96e-01 3.93e-01 0.30500 0.223000 2.08e-01 7.74e-02 9.95e-02
tRNA-processing-in-the-nucleus 56 1.97e-01 3.94e-01 0.18300 -0.118000 -1.39e-01 1.26e-01 7.22e-02
Synthesis,-secretion,-and-deacylation-of-Ghrelin 11 1.98e-01 3.95e-01 0.20000 0.199000 1.97e-02 2.52e-01 9.10e-01
Downstream-signaling-of-activated-FGFR1 20 1.98e-01 3.95e-01 0.12000 0.022200 -1.18e-01 8.64e-01 3.62e-01
Synthesis-of-glycosylphosphatidylinositol-(GPI) 17 1.99e-01 3.95e-01 0.33800 -0.245000 -2.32e-01 8.03e-02 9.74e-02
N-Glycan-antennae-elongation 13 1.99e-01 3.95e-01 0.22300 0.215000 6.13e-02 1.80e-01 7.02e-01
FOXO-mediated-transcription 54 2.01e-01 3.98e-01 0.12000 -0.041400 -1.13e-01 5.99e-01 1.52e-01
Eukaryotic-Translation-Elongation 61 2.01e-01 3.98e-01 0.16300 -0.096400 -1.32e-01 1.93e-01 7.57e-02
Signaling-by-WNT-in-cancer 28 2.03e-01 4.02e-01 0.08560 0.067400 -5.28e-02 5.37e-01 6.29e-01
Regulation-of-MECP2-expression-and-activity 28 2.05e-01 4.04e-01 0.19400 -0.087500 -1.73e-01 4.23e-01 1.14e-01
Metabolism-of-steroid-hormones 13 2.06e-01 4.05e-01 0.16300 0.163000 -5.00e-03 3.09e-01 9.75e-01
HIV-Life-Cycle 138 2.06e-01 4.06e-01 0.07850 -0.029900 -7.26e-02 5.45e-01 1.41e-01
Transcription-of-the-HIV-genome 66 2.08e-01 4.08e-01 0.16700 -0.110000 -1.26e-01 1.24e-01 7.78e-02
Synthesis-of-bile-acids-and-bile-salts-via-7alpha-hydroxycholesterol 12 2.08e-01 4.08e-01 0.36500 -0.216000 -2.93e-01 1.94e-01 7.86e-02
FGFR2-mutant-receptor-activation 24 2.08e-01 4.08e-01 0.26700 -0.209000 -1.66e-01 7.66e-02 1.59e-01
CRMPs-in-Sema3A-signaling 15 2.09e-01 4.08e-01 0.33600 0.208000 2.64e-01 1.62e-01 7.69e-02
Pre-NOTCH-Transcription-and-Translation 32 2.10e-01 4.11e-01 0.23600 0.180000 1.52e-01 7.80e-02 1.37e-01
Rap1-signalling 14 2.11e-01 4.11e-01 0.15600 0.004800 -1.56e-01 9.75e-01 3.13e-01
mRNA-decay-by-5'-to-3'-exoribonuclease 15 2.12e-01 4.12e-01 0.34100 -0.218000 -2.63e-01 1.44e-01 7.81e-02
Selenocysteine-synthesis 61 2.12e-01 4.13e-01 0.16600 -0.103000 -1.30e-01 1.63e-01 7.85e-02
B-WICH-complex-positively-regulates-rRNA-expression 32 2.14e-01 4.14e-01 0.08010 -0.067900 4.25e-02 5.07e-01 6.78e-01
Nonsense-Mediated-Decay-(NMD)-independent-of-the-Exon-Junction-Complex-(EJC) 63 2.15e-01 4.14e-01 0.15300 -0.088000 -1.26e-01 2.28e-01 8.47e-02
TBC/RABGAPs 42 2.15e-01 4.14e-01 0.09140 0.000542 -9.14e-02 9.95e-01 3.06e-01
Inactivation-of-APC/C-via-direct-inhibition-of-the-APC/C-complex 18 2.15e-01 4.14e-01 0.17100 0.168000 3.58e-02 2.18e-01 7.92e-01
Inhibition-of-the-proteolytic-activity-of-APC/C-required-for-the-onset-of-anaphase-by-mitotic-spindle-checkpoint-components 18 2.15e-01 4.14e-01 0.17100 0.168000 3.58e-02 2.18e-01 7.92e-01
SLBP-Dependent-Processing-of-Replication-Dependent-Histone-Pre-mRNAs 10 2.15e-01 4.14e-01 0.21800 -0.034900 -2.15e-01 8.48e-01 2.39e-01
Ephrin-signaling 19 2.15e-01 4.14e-01 0.13000 0.130000 -7.86e-03 3.27e-01 9.53e-01
p75NTR-recruits-signalling-complexes 13 2.17e-01 4.16e-01 0.37300 0.251000 2.76e-01 1.17e-01 8.46e-02
Class-I-MHC-mediated-antigen-processing-&-presentation 323 2.18e-01 4.18e-01 0.06950 -0.040900 -5.62e-02 2.08e-01 8.37e-02
Regulation-of-glycolysis-by-fructose-2,6-bisphosphate-metabolism 10 2.21e-01 4.21e-01 0.28500 -0.110000 -2.64e-01 5.48e-01 1.49e-01
HDR-through-Homologous-Recombination-(HRR) 63 2.21e-01 4.21e-01 0.13700 0.068800 1.18e-01 3.46e-01 1.05e-01
Ovarian-tumor-domain-proteases 36 2.22e-01 4.21e-01 0.14900 0.056100 1.38e-01 5.60e-01 1.52e-01
Josephin-domain-DUBs 10 2.22e-01 4.21e-01 0.40500 -0.317000 -2.53e-01 8.27e-02 1.66e-01
Cyclin-D-associated-events-in-G1 43 2.22e-01 4.21e-01 0.09720 0.096800 8.87e-03 2.73e-01 9.20e-01
G1-Phase 43 2.22e-01 4.21e-01 0.09720 0.096800 8.87e-03 2.73e-01 9.20e-01
Toll-Like-Receptor-3-(TLR3)-Cascade 87 2.23e-01 4.21e-01 0.04720 0.029600 -3.67e-02 6.34e-01 5.54e-01
Metabolism-of-non-coding-RNA 51 2.23e-01 4.21e-01 0.17900 -0.112000 -1.40e-01 1.68e-01 8.33e-02
snRNP-Assembly 51 2.23e-01 4.21e-01 0.17900 -0.112000 -1.40e-01 1.68e-01 8.33e-02
PI-3K-cascade:FGFR2 14 2.23e-01 4.21e-01 0.24100 -0.093400 -2.23e-01 5.45e-01 1.49e-01
FCGR-activation 11 2.24e-01 4.21e-01 0.40300 0.273000 2.96e-01 1.16e-01 8.93e-02
SLC-transporter-disorders 65 2.24e-01 4.21e-01 0.05470 0.032400 -4.41e-02 6.51e-01 5.39e-01
Glutathione-conjugation 25 2.24e-01 4.21e-01 0.24700 -0.199000 -1.47e-01 8.57e-02 2.04e-01
Processing-of-DNA-double-strand-break-ends 58 2.25e-01 4.23e-01 0.09430 0.019900 9.22e-02 7.93e-01 2.25e-01
Common-Pathway-of-Fibrin-Clot-Formation 10 2.26e-01 4.23e-01 0.26900 0.093400 2.52e-01 6.09e-01 1.67e-01
RAB-GEFs-exchange-GTP-for-GDP-on-RABs 81 2.26e-01 4.23e-01 0.12300 -0.064200 -1.05e-01 3.18e-01 1.02e-01
TNFR1-induced-proapoptotic-signaling 12 2.28e-01 4.26e-01 0.38000 0.285000 2.51e-01 8.79e-02 1.32e-01
Retrograde-neurotrophin-signalling 12 2.29e-01 4.27e-01 0.34500 0.282000 1.99e-01 9.07e-02 2.32e-01
Nucleotide-binding-domain,-leucine-rich-repeat-containing-receptor-(NLR)-signaling-pathways 45 2.29e-01 4.27e-01 0.19600 0.131000 1.47e-01 1.30e-01 8.89e-02
Signaling-by-FGFR4 33 2.30e-01 4.27e-01 0.14000 -0.043700 -1.33e-01 6.64e-01 1.85e-01
Formation-of-the-cornified-envelope 17 2.31e-01 4.30e-01 0.11500 0.109000 -3.72e-02 4.37e-01 7.90e-01
Signaling-by-Leptin 10 2.32e-01 4.31e-01 0.29200 -0.120000 -2.66e-01 5.11e-01 1.45e-01
Deregulated-CDK5-triggers-multiple-neurodegenerative-pathways-in-Alzheimer's-disease-models 18 2.34e-01 4.32e-01 0.16400 0.161000 3.16e-02 2.38e-01 8.17e-01
Neurodegenerative-Diseases 18 2.34e-01 4.32e-01 0.16400 0.161000 3.16e-02 2.38e-01 8.17e-01
RUNX1-regulates-genes-involved-in-megakaryocyte-differentiation-and-platelet-function 34 2.36e-01 4.35e-01 0.09540 -0.095300 4.40e-03 3.37e-01 9.65e-01
Deposition-of-new-CENPA-containing-nucleosomes-at-the-centromere 19 2.36e-01 4.35e-01 0.26600 0.220000 1.49e-01 9.73e-02 2.61e-01
Nucleosome-assembly 19 2.36e-01 4.35e-01 0.26600 0.220000 1.49e-01 9.73e-02 2.61e-01
TGF-beta-receptor-signaling-activates-SMADs 32 2.37e-01 4.36e-01 0.14500 0.137000 4.79e-02 1.81e-01 6.39e-01
FRS-mediated-FGFR1-signaling 13 2.38e-01 4.37e-01 0.21600 -0.063300 -2.06e-01 6.93e-01 1.98e-01
HIV-elongation-arrest-and-recovery 31 2.39e-01 4.37e-01 0.11900 -0.118000 -1.85e-02 2.58e-01 8.59e-01
Pausing-and-recovery-of-HIV-elongation 31 2.39e-01 4.37e-01 0.11900 -0.118000 -1.85e-02 2.58e-01 8.59e-01
MyD88-independent-TLR4-cascade 90 2.40e-01 4.38e-01 0.04890 0.045800 -1.71e-02 4.53e-01 7.79e-01
TRIF(TICAM1)-mediated-TLR4-signaling 90 2.40e-01 4.38e-01 0.04890 0.045800 -1.71e-02 4.53e-01 7.79e-01
CREB1-phosphorylation-through-the-activation-of-Adenylate-Cyclase 10 2.40e-01 4.38e-01 0.27200 -0.100000 -2.52e-01 5.84e-01 1.67e-01
Processive-synthesis-on-the-C-strand-of-the-telomere 10 2.41e-01 4.40e-01 0.14000 -0.123000 6.59e-02 5.00e-01 7.18e-01
Cytosolic-sulfonation-of-small-molecules 12 2.42e-01 4.40e-01 0.14700 0.145000 -2.40e-02 3.85e-01 8.85e-01
Olfactory-Signaling-Pathway 16 2.43e-01 4.41e-01 0.19200 0.055100 1.83e-01 7.03e-01 2.04e-01
Glucagon-signaling-in-metabolic-regulation 24 2.45e-01 4.43e-01 0.13900 0.136000 2.60e-02 2.48e-01 8.26e-01
Late-endosomal-microautophagy 28 2.45e-01 4.43e-01 0.15900 0.148000 5.72e-02 1.74e-01 6.00e-01
SUMOylation-of-SUMOylation-proteins 34 2.45e-01 4.43e-01 0.15800 -0.066700 -1.43e-01 5.01e-01 1.48e-01
FRS-mediated-FGFR2-signaling 16 2.45e-01 4.43e-01 0.23600 -0.103000 -2.12e-01 4.74e-01 1.42e-01
Endogenous-sterols 17 2.46e-01 4.44e-01 0.10400 0.085700 -5.88e-02 5.41e-01 6.75e-01
Class-A/1-(Rhodopsin-like-receptors) 108 2.46e-01 4.44e-01 0.07330 0.070300 2.09e-02 2.08e-01 7.08e-01
Signaling-by-FGFR2-IIIa-TM 19 2.48e-01 4.46e-01 0.28900 -0.221000 -1.87e-01 9.55e-02 1.59e-01
Phase-II---Conjugation-of-compounds 52 2.49e-01 4.46e-01 0.18000 -0.125000 -1.29e-01 1.19e-01 1.07e-01
Gastrin-CREB-signalling-pathway-via-PKC-and-MAPK 16 2.50e-01 4.48e-01 0.22800 0.207000 9.55e-02 1.52e-01 5.08e-01
VEGFA-VEGFR2-Pathway 90 2.53e-01 4.52e-01 0.13400 0.088900 1.00e-01 1.45e-01 1.00e-01
Signaling-by-Hedgehog 122 2.53e-01 4.52e-01 0.09390 0.047200 8.11e-02 3.68e-01 1.22e-01
RNA-Polymerase-I-Transcription-Initiation 46 2.53e-01 4.52e-01 0.19000 -0.135000 -1.34e-01 1.14e-01 1.15e-01
Insulin-processing 21 2.55e-01 4.56e-01 0.27700 0.184000 2.06e-01 1.44e-01 1.02e-01
Signaling-by-FGFR2 60 2.56e-01 4.56e-01 0.15100 -0.088500 -1.22e-01 2.36e-01 1.02e-01
Neurexins-and-neuroligins 38 2.58e-01 4.59e-01 0.18700 0.152000 1.08e-01 1.05e-01 2.48e-01
G-protein-mediated-events 46 2.59e-01 4.59e-01 0.13100 0.053500 1.19e-01 5.30e-01 1.61e-01
Lagging-Strand-Synthesis 19 2.60e-01 4.60e-01 0.15300 0.028600 1.50e-01 8.29e-01 2.58e-01
Zinc-transporters 12 2.63e-01 4.65e-01 0.28600 0.250000 1.39e-01 1.34e-01 4.05e-01
Viral-mRNA-Translation 58 2.63e-01 4.65e-01 0.15800 -0.097700 -1.24e-01 1.99e-01 1.02e-01
Metal-ion-SLC-transporters 20 2.67e-01 4.71e-01 0.11800 0.117000 -7.22e-03 3.64e-01 9.55e-01
TP53-regulates-transcription-of-several-additional-cell-death-genes-whose-specific-roles-in-p53-dependent-apoptosis-remain-uncertain 11 2.72e-01 4.80e-01 0.17300 0.009720 1.73e-01 9.55e-01 3.21e-01
Viral-Messenger-RNA-Synthesis 43 2.73e-01 4.80e-01 0.19000 -0.139000 -1.30e-01 1.15e-01 1.40e-01
LDL-clearance 16 2.73e-01 4.81e-01 0.17600 0.170000 4.44e-02 2.39e-01 7.58e-01
G-alpha-(i)-signalling-events 192 2.74e-01 4.81e-01 0.07230 0.036000 6.27e-02 3.90e-01 1.35e-01
Phase-I---Functionalization-of-compounds 54 2.75e-01 4.83e-01 0.15600 -0.126000 -9.27e-02 1.11e-01 2.39e-01
TCF-dependent-signaling-in-response-to-WNT 151 2.75e-01 4.83e-01 0.10200 -0.070900 -7.32e-02 1.33e-01 1.21e-01
Chk1/Chk2(Cds1)-mediated-inactivation-of-Cyclin-B:Cdk1-complex 12 2.76e-01 4.83e-01 0.35100 0.228000 2.67e-01 1.72e-01 1.10e-01
Transport-of-Ribonucleoproteins-into-the-Host-Nucleus 31 2.77e-01 4.83e-01 0.15900 -0.067700 -1.44e-01 5.14e-01 1.65e-01
Interleukin-6-signaling 10 2.78e-01 4.84e-01 0.17000 0.170000 -1.60e-03 3.51e-01 9.93e-01
Adherens-junctions-interactions 20 2.78e-01 4.84e-01 0.09050 0.058500 -6.90e-02 6.51e-01 5.93e-01
Sphingolipid-de-novo-biosynthesis 33 2.78e-01 4.84e-01 0.18600 0.155000 1.01e-01 1.22e-01 3.14e-01
Blood-group-systems-biosynthesis 11 2.78e-01 4.84e-01 0.22200 0.212000 6.57e-02 2.23e-01 7.06e-01
VEGFR2-mediated-vascular-permeability 25 2.79e-01 4.84e-01 0.24000 -0.185000 -1.54e-01 1.10e-01 1.83e-01
MAPK6/MAPK4-signaling 81 2.79e-01 4.84e-01 0.06790 -0.067300 -8.93e-03 2.95e-01 8.90e-01
ZBP1(DAI)-mediated-induction-of-type-I-IFNs 20 2.81e-01 4.86e-01 0.26700 0.206000 1.70e-01 1.11e-01 1.89e-01
Biosynthesis-of-DHA-derived-SPMs 11 2.81e-01 4.86e-01 0.36900 -0.247000 -2.74e-01 1.57e-01 1.15e-01
Transcriptional-regulation-by-small-RNAs 46 2.84e-01 4.91e-01 0.18100 -0.123000 -1.33e-01 1.49e-01 1.20e-01
Cell-surface-interactions-at-the-vascular-wall 88 2.85e-01 4.91e-01 0.13000 0.086900 9.68e-02 1.59e-01 1.17e-01
Transport-of-vitamins,-nucleosides,-and-related-molecules 29 2.86e-01 4.92e-01 0.12300 0.120000 2.63e-02 2.65e-01 8.06e-01
Cargo-trafficking-to-the-periciliary-membrane 46 2.86e-01 4.92e-01 0.17400 0.110000 1.35e-01 1.98e-01 1.14e-01
SHC1-events-in-ERBB2-signaling 21 2.91e-01 4.99e-01 0.21900 0.187000 1.14e-01 1.37e-01 3.65e-01
MyD88-cascade-initiated-on-plasma-membrane 77 2.92e-01 4.99e-01 0.07950 -0.021200 -7.66e-02 7.48e-01 2.45e-01
Toll-Like-Receptor-10-(TLR10)-Cascade 77 2.92e-01 4.99e-01 0.07950 -0.021200 -7.66e-02 7.48e-01 2.45e-01
Toll-Like-Receptor-5-(TLR5)-Cascade 77 2.92e-01 4.99e-01 0.07950 -0.021200 -7.66e-02 7.48e-01 2.45e-01
Regulation-of-TP53-Activity-through-Methylation 17 2.93e-01 5.00e-01 0.11100 -0.109000 2.41e-02 4.38e-01 8.64e-01
Plasma-lipoprotein-assembly,-remodeling,-and-clearance 52 2.93e-01 5.00e-01 0.09800 -0.027400 -9.41e-02 7.33e-01 2.41e-01
ADP-signalling-through-P2Y-purinoceptor-1 17 2.98e-01 5.06e-01 0.10500 0.100000 -3.25e-02 4.74e-01 8.17e-01
Mismatch-repair-(MMR)-directed-by-MSH2:MSH3-(MutSbeta) 11 2.98e-01 5.06e-01 0.26300 -0.237000 -1.15e-01 1.74e-01 5.10e-01
APC-Cdc20-mediated-degradation-of-Nek2A 23 2.98e-01 5.06e-01 0.14000 0.136000 3.37e-02 2.61e-01 7.80e-01
GRB2-events-in-EGFR-signaling 11 3.00e-01 5.09e-01 0.31100 0.261000 1.70e-01 1.35e-01 3.30e-01
Golgi-Associated-Vesicle-Biogenesis 50 3.01e-01 5.09e-01 0.11900 0.109000 4.97e-02 1.84e-01 5.43e-01
M-Phase 299 3.01e-01 5.09e-01 0.03780 0.036900 8.21e-03 2.74e-01 8.08e-01
Telomere-C-strand-(Lagging-Strand)-Synthesis 23 3.02e-01 5.10e-01 0.15900 0.054800 1.49e-01 6.49e-01 2.16e-01
FGFR2-alternative-splicing 24 3.02e-01 5.10e-01 0.23400 -0.182000 -1.46e-01 1.22e-01 2.15e-01
Transcription-of-E2F-targets-under-negative-control-by-p107-(RBL1)-and-p130-(RBL2)-in-complex-with-HDAC1 15 3.04e-01 5.11e-01 0.19400 0.183000 6.56e-02 2.21e-01 6.60e-01
Hedgehog-'off'-state 93 3.04e-01 5.11e-01 0.04480 -0.042600 1.38e-02 4.78e-01 8.18e-01
Nuclear-Envelope-Breakdown 51 3.04e-01 5.11e-01 0.06970 0.069600 -4.56e-03 3.90e-01 9.55e-01
Homology-Directed-Repair 95 3.04e-01 5.11e-01 0.08000 0.029100 7.46e-02 6.24e-01 2.10e-01
ERCC6-(CSB)-and-EHMT2-(G9a)-positively-regulate-rRNA-expression 16 3.05e-01 5.12e-01 0.10400 0.040100 -9.60e-02 7.81e-01 5.06e-01
Formation-of-HIV-elongation-complex-in-the-absence-of-HIV-Tat 43 3.06e-01 5.12e-01 0.17500 -0.136000 -1.10e-01 1.24e-01 2.13e-01
TICAM1,TRAF6-dependent-induction-of-TAK1-complex 11 3.06e-01 5.12e-01 0.12200 0.054700 -1.10e-01 7.53e-01 5.29e-01
Transcriptional-Regulation-by-VENTX 34 3.07e-01 5.12e-01 0.11500 0.111000 2.90e-02 2.62e-01 7.70e-01
DNA-Damage-Recognition-in-GG-NER 38 3.07e-01 5.12e-01 0.17700 -0.143000 -1.05e-01 1.27e-01 2.62e-01
Synthesis-of-IP2,-IP,-and-Ins-in-the-cytosol 13 3.09e-01 5.14e-01 0.26100 0.227000 1.28e-01 1.57e-01 4.23e-01
RNA-polymerase-II-transcribes-snRNA-genes 70 3.09e-01 5.15e-01 0.13900 -0.091300 -1.05e-01 1.87e-01 1.27e-01
Nucleotide-like-(purinergic)-receptors 12 3.12e-01 5.18e-01 0.27900 -0.239000 -1.43e-01 1.51e-01 3.91e-01
Signaling-by-ERBB4 48 3.13e-01 5.18e-01 0.08830 0.086900 1.58e-02 2.98e-01 8.50e-01
RIP-mediated-NFkB-activation-via-ZBP1 17 3.13e-01 5.18e-01 0.28500 0.210000 1.93e-01 1.34e-01 1.69e-01
Synthesis-of-PC 24 3.13e-01 5.18e-01 0.23900 -0.178000 -1.60e-01 1.32e-01 1.75e-01
Ion-transport-by-P-type-ATPases 38 3.14e-01 5.19e-01 0.08360 -0.000184 8.36e-02 9.98e-01 3.73e-01
Immunoregulatory-interactions-between-a-Lymphoid-and-a-non-Lymphoid-cell 40 3.14e-01 5.19e-01 0.18600 0.137000 1.26e-01 1.35e-01 1.69e-01
Mismatch-repair-(MMR)-directed-by-MSH2:MSH6-(MutSalpha) 11 3.15e-01 5.19e-01 0.17300 -0.172000 -2.13e-02 3.23e-01 9.03e-01
TICAM1,-RIP1-mediated-IKK-complex-recruitment 18 3.15e-01 5.19e-01 0.10100 0.028300 -9.74e-02 8.35e-01 4.75e-01
HDMs-demethylate-histones 21 3.16e-01 5.19e-01 0.15100 -0.043800 -1.45e-01 7.28e-01 2.51e-01
Signaling-by-FGFR3 33 3.17e-01 5.20e-01 0.14900 -0.065700 -1.34e-01 5.14e-01 1.83e-01
Signaling-by-ERBB2-KD-Mutants 23 3.19e-01 5.22e-01 0.10300 0.103000 -4.67e-03 3.92e-01 9.69e-01
Signaling-by-ERBB2-in-Cancer 24 3.20e-01 5.22e-01 0.13100 0.127000 3.01e-02 2.80e-01 7.99e-01
RHO-GTPases-activate-PKNs 31 3.20e-01 5.22e-01 0.20600 0.135000 1.56e-01 1.94e-01 1.33e-01
Leading-Strand-Synthesis 13 3.20e-01 5.22e-01 0.25900 0.129000 2.24e-01 4.21e-01 1.61e-01
Polymerase-switching 13 3.20e-01 5.22e-01 0.25900 0.129000 2.24e-01 4.21e-01 1.61e-01
Polymerase-switching-on-the-C-strand-of-the-telomere 13 3.20e-01 5.22e-01 0.25900 0.129000 2.24e-01 4.21e-01 1.61e-01
Transcription-Coupled-Nucleotide-Excision-Repair-(TC-NER) 77 3.23e-01 5.25e-01 0.13300 -0.097400 -9.01e-02 1.40e-01 1.72e-01
Transport-of-the-SLBP-independent-Mature-mRNA 34 3.24e-01 5.27e-01 0.17400 -0.096800 -1.45e-01 3.29e-01 1.44e-01
Regulation-of-FOXO-transcriptional-activity-by-acetylation 10 3.26e-01 5.28e-01 0.35900 -0.234000 -2.73e-01 2.00e-01 1.36e-01
Post-translational-modification:-synthesis-of-GPI-anchored-proteins 59 3.26e-01 5.28e-01 0.14700 -0.094700 -1.13e-01 2.09e-01 1.35e-01
TP53-Regulates-Transcription-of-Caspase-Activators-and-Caspases 10 3.26e-01 5.28e-01 0.30900 0.262000 1.65e-01 1.52e-01 3.66e-01
Negative-regulation-of-MET-activity 19 3.27e-01 5.28e-01 0.24800 0.198000 1.50e-01 1.36e-01 2.59e-01
IKK-complex-recruitment-mediated-by-RIP1 20 3.27e-01 5.29e-01 0.12700 0.126000 1.58e-02 3.31e-01 9.03e-01
Arachidonic-acid-metabolism 36 3.28e-01 5.29e-01 0.07520 0.074200 -1.22e-02 4.41e-01 8.99e-01
Interactions-of-Vpr-with-host-cellular-proteins 33 3.30e-01 5.31e-01 0.16000 -0.079400 -1.39e-01 4.30e-01 1.68e-01
Toll-like-Receptor-Cascades 133 3.31e-01 5.31e-01 0.07170 0.064800 3.06e-02 1.97e-01 5.43e-01
Negative-regulators-of-DDX58/IFIH1-signaling 32 3.31e-01 5.31e-01 0.11300 0.027200 1.10e-01 7.90e-01 2.83e-01
ESR-mediated-signaling 142 3.31e-01 5.31e-01 0.03220 0.027100 -1.74e-02 5.77e-01 7.21e-01
Glycogen-storage-diseases 13 3.33e-01 5.31e-01 0.28300 -0.233000 -1.61e-01 1.46e-01 3.16e-01
alpha-linolenic-(omega3)-and-linoleic-(omega6)-acid-metabolism 10 3.33e-01 5.31e-01 0.35900 -0.238000 -2.69e-01 1.93e-01 1.41e-01
alpha-linolenic-acid-(ALA)-metabolism 10 3.33e-01 5.31e-01 0.35900 -0.238000 -2.69e-01 1.93e-01 1.41e-01
Interleukin-37-signaling 18 3.33e-01 5.31e-01 0.27200 0.190000 1.94e-01 1.62e-01 1.55e-01
LGI-ADAM-interactions 10 3.36e-01 5.35e-01 0.14800 0.013400 -1.47e-01 9.41e-01 4.20e-01
Negative-regulation-of-the-PI3K/AKT-network 87 3.36e-01 5.35e-01 0.11200 0.090800 6.58e-02 1.44e-01 2.89e-01
Trafficking-and-processing-of-endosomal-TLR 11 3.36e-01 5.35e-01 0.23000 0.213000 8.73e-02 2.22e-01 6.16e-01
Transport-of-the-SLBP-Dependant-Mature-mRNA 35 3.38e-01 5.36e-01 0.17000 -0.096000 -1.41e-01 3.26e-01 1.50e-01
Synthesis-of-bile-acids-and-bile-salts 22 3.38e-01 5.36e-01 0.21900 -0.127000 -1.79e-01 3.03e-01 1.46e-01
Interleukin-receptor-SHC-signaling 21 3.38e-01 5.36e-01 0.23900 0.186000 1.51e-01 1.41e-01 2.30e-01
PI3K-events-in-ERBB2-signaling 15 3.39e-01 5.36e-01 0.13100 0.131000 3.04e-03 3.79e-01 9.84e-01
DNA-Damage-Bypass 46 3.39e-01 5.36e-01 0.07530 0.002080 7.53e-02 9.81e-01 3.77e-01
Beta-catenin-phosphorylation-cascade 17 3.41e-01 5.38e-01 0.09640 0.089300 -3.63e-02 5.24e-01 7.96e-01
Binding-and-Uptake-of-Ligands-by-Scavenger-Receptors 32 3.42e-01 5.38e-01 0.07860 -0.012200 7.77e-02 9.05e-01 4.47e-01
DAP12-signaling 23 3.42e-01 5.38e-01 0.23400 0.175000 1.56e-01 1.47e-01 1.94e-01
Regulation-of-signaling-by-CBL 18 3.42e-01 5.38e-01 0.23700 0.134000 1.95e-01 3.23e-01 1.51e-01
Adenylate-cyclase-inhibitory-pathway 12 3.43e-01 5.38e-01 0.31300 0.196000 2.44e-01 2.39e-01 1.43e-01
Signaling-by-FGFR1 38 3.43e-01 5.38e-01 0.06670 0.063800 -1.97e-02 4.97e-01 8.34e-01
Eukaryotic-Translation-Termination 62 3.44e-01 5.39e-01 0.12900 -0.073700 -1.06e-01 3.16e-01 1.51e-01
Formation-of-Fibrin-Clot-(Clotting-Cascade) 18 3.45e-01 5.40e-01 0.19900 0.090700 1.77e-01 5.06e-01 1.93e-01
Alpha-protein-kinase-1-signaling-pathway 11 3.48e-01 5.44e-01 0.13600 0.135000 -1.61e-02 4.37e-01 9.27e-01
G0-and-Early-G1 25 3.50e-01 5.46e-01 0.16900 0.150000 7.77e-02 1.94e-01 5.02e-01
PLC-beta-mediated-events 45 3.51e-01 5.46e-01 0.10700 0.037100 1.00e-01 6.67e-01 2.46e-01
G-beta:gamma-signalling-through-BTK 12 3.51e-01 5.46e-01 0.13100 0.131000 -1.30e-02 4.33e-01 9.38e-01
RHO-GTPases-Activate-NADPH-Oxidases 19 3.51e-01 5.46e-01 0.08420 0.051800 -6.64e-02 6.96e-01 6.16e-01
rRNA-modification-in-the-nucleus-and-cytosol 54 3.51e-01 5.46e-01 0.08170 0.017200 7.99e-02 8.28e-01 3.10e-01
Metabolic-disorders-of-biological-oxidation-enzymes 17 3.51e-01 5.46e-01 0.08950 -0.051800 7.30e-02 7.12e-01 6.02e-01
RHO-GTPases-activate-KTN1 10 3.52e-01 5.46e-01 0.27800 0.243000 1.35e-01 1.84e-01 4.59e-01
Uptake-and-actions-of-bacterial-toxins 23 3.53e-01 5.47e-01 0.22600 0.144000 1.74e-01 2.30e-01 1.49e-01
Response-of-EIF2AK1-(HRI)-to-heme-deficiency 15 3.55e-01 5.49e-01 0.26500 0.157000 2.13e-01 2.91e-01 1.53e-01
PIP3-activates-AKT-signaling 237 3.56e-01 5.49e-01 0.06600 -0.038400 -5.36e-02 3.10e-01 1.56e-01
Notch-HLH-transcription-pathway 27 3.56e-01 5.49e-01 0.07480 0.069200 -2.85e-02 5.34e-01 7.98e-01
Nuclear-Pore-Complex-(NPC)-Disassembly 35 3.57e-01 5.51e-01 0.06140 0.047300 -3.92e-02 6.29e-01 6.88e-01
Constitutive-Signaling-by-EGFRvIII 14 3.59e-01 5.51e-01 0.16400 -0.039200 -1.59e-01 8.00e-01 3.02e-01
Signaling-by-EGFRvIII-in-Cancer 14 3.59e-01 5.51e-01 0.16400 -0.039200 -1.59e-01 8.00e-01 3.02e-01
Transcriptional-regulation-by-RUNX3 92 3.60e-01 5.53e-01 0.03930 -0.018100 3.49e-02 7.65e-01 5.64e-01
Transport-of-inorganic-cations/anions-and-amino-acids/oligopeptides 67 3.61e-01 5.54e-01 0.13500 0.099200 9.12e-02 1.61e-01 1.97e-01
Signaling-by-NOTCH1 69 3.62e-01 5.54e-01 0.05000 0.048600 -1.14e-02 4.85e-01 8.70e-01
Activation-of-kainate-receptors-upon-glutamate-binding 22 3.66e-01 5.60e-01 0.11700 0.116000 1.71e-02 3.47e-01 8.90e-01
COPI-independent-Golgi-to-ER-retrograde-traffic 31 3.68e-01 5.62e-01 0.15800 0.136000 7.87e-02 1.89e-01 4.49e-01
TRAF6-mediated-induction-of-NFkB-and-MAP-kinases-upon-TLR7/8-or-9-activation 83 3.69e-01 5.64e-01 0.04890 0.004760 -4.87e-02 9.40e-01 4.44e-01
Signaling-by-Type-1-Insulin-like-Growth-Factor-1-Receptor-(IGF1R) 39 3.70e-01 5.64e-01 0.15000 0.126000 8.20e-02 1.73e-01 3.76e-01
Metabolism-of-Angiotensinogen-to-Angiotensins 11 3.70e-01 5.64e-01 0.30500 0.244000 1.82e-01 1.61e-01 2.96e-01
Peptide-chain-elongation 57 3.71e-01 5.64e-01 0.12300 -0.065700 -1.03e-01 3.91e-01 1.77e-01
Lysosome-Vesicle-Biogenesis 28 3.72e-01 5.64e-01 0.20600 0.140000 1.50e-01 1.99e-01 1.68e-01
Transcriptional-Regulation-by-E2F6 33 3.74e-01 5.67e-01 0.17700 0.141000 1.08e-01 1.62e-01 2.83e-01
Biosynthesis-of-specialized-proresolving-mediators-(SPMs) 13 3.74e-01 5.67e-01 0.28000 -0.169000 -2.24e-01 2.91e-01 1.63e-01
RNA-Polymerase-II-Pre-transcription-Events 77 3.75e-01 5.67e-01 0.12100 -0.077900 -9.23e-02 2.38e-01 1.62e-01
RMTs-methylate-histone-arginines 28 3.75e-01 5.67e-01 0.13600 -0.051100 -1.26e-01 6.40e-01 2.49e-01
G-alpha-(12/13)-signalling-events 70 3.78e-01 5.71e-01 0.10700 0.055400 9.12e-02 4.23e-01 1.87e-01
DAP12-interactions 25 3.80e-01 5.73e-01 0.21600 0.149000 1.56e-01 1.97e-01 1.77e-01
Thromboxane-signalling-through-TP-receptor 15 3.81e-01 5.73e-01 0.12800 0.128000 8.11e-03 3.91e-01 9.57e-01
Intracellular-signaling-by-second-messengers 272 3.81e-01 5.73e-01 0.06260 -0.038900 -4.91e-02 2.71e-01 1.65e-01
Pausing-and-recovery-of-Tat-mediated-HIV-elongation 29 3.82e-01 5.73e-01 0.08470 -0.084600 3.43e-03 4.30e-01 9.74e-01
Tat-mediated-HIV-elongation-arrest-and-recovery 29 3.82e-01 5.73e-01 0.08470 -0.084600 3.43e-03 4.30e-01 9.74e-01
SEMA3A-Plexin-repulsion-signaling-by-inhibiting-Integrin-adhesion 14 3.83e-01 5.74e-01 0.28300 0.187000 2.12e-01 2.26e-01 1.69e-01
G1/S-Specific-Transcription 27 3.83e-01 5.74e-01 0.20500 0.152000 1.38e-01 1.72e-01 2.15e-01
ISG15-antiviral-mechanism 67 3.90e-01 5.83e-01 0.13100 -0.092300 -9.24e-02 1.92e-01 1.91e-01
RNA-Polymerase-I-Promoter-Clearance 50 3.92e-01 5.84e-01 0.14800 -0.098600 -1.11e-01 2.28e-01 1.75e-01
RNA-Polymerase-I-Transcription 50 3.92e-01 5.84e-01 0.14800 -0.098600 -1.11e-01 2.28e-01 1.75e-01
Constitutive-Signaling-by-Ligand-Responsive-EGFR-Cancer-Variants 18 3.92e-01 5.84e-01 0.15900 -0.054600 -1.49e-01 6.88e-01 2.75e-01
Signaling-by-Ligand-Responsive-EGFR-Variants-in-Cancer 18 3.92e-01 5.84e-01 0.15900 -0.054600 -1.49e-01 6.88e-01 2.75e-01
Meiotic-synapsis 23 3.94e-01 5.85e-01 0.17400 0.152000 8.58e-02 2.08e-01 4.76e-01
RAF-activation 29 3.94e-01 5.85e-01 0.19300 -0.126000 -1.46e-01 2.40e-01 1.74e-01
WNT-ligand-biogenesis-and-trafficking 16 3.95e-01 5.86e-01 0.25200 0.157000 1.97e-01 2.77e-01 1.73e-01
Prefoldin-mediated-transfer-of-substrate--to-CCT/TriC 24 3.95e-01 5.86e-01 0.07040 -0.044600 5.45e-02 7.06e-01 6.44e-01
G-alpha-(s)-signalling-events 81 3.96e-01 5.86e-01 0.11800 0.081800 8.46e-02 2.04e-01 1.88e-01
TP53-Regulates-Transcription-of-Genes-Involved-in-Cytochrome-C-Release 16 4.02e-01 5.93e-01 0.25200 0.195000 1.59e-01 1.77e-01 2.71e-01
Dopamine-Neurotransmitter-Release-Cycle 17 4.02e-01 5.93e-01 0.14600 0.040000 1.41e-01 7.75e-01 3.15e-01
ATF4-activates-genes-in-response-to-endoplasmic-reticulum--stress 24 4.03e-01 5.93e-01 0.06970 -0.053900 4.42e-02 6.48e-01 7.08e-01
Nuclear-import-of-Rev-protein 31 4.03e-01 5.93e-01 0.13800 -0.061500 -1.24e-01 5.54e-01 2.34e-01
Myogenesis 22 4.03e-01 5.94e-01 0.10900 0.109000 1.41e-02 3.78e-01 9.09e-01
TICAM1-dependent-activation-of-IRF3/IRF7 12 4.04e-01 5.94e-01 0.22900 0.107000 2.02e-01 5.22e-01 2.25e-01
MAPK-family-signaling-cascades 242 4.05e-01 5.94e-01 0.06560 0.042100 5.02e-02 2.61e-01 1.79e-01
Glycogen-synthesis 14 4.06e-01 5.94e-01 0.26100 -0.207000 -1.59e-01 1.80e-01 3.02e-01
Initiation-of-Nuclear-Envelope-Reformation 12 4.06e-01 5.94e-01 0.09890 0.080700 -5.72e-02 6.28e-01 7.32e-01
Nuclear-Envelope-Reassembly 12 4.06e-01 5.94e-01 0.09890 0.080700 -5.72e-02 6.28e-01 7.32e-01
ABC-transporters-in-lipid-homeostasis 14 4.07e-01 5.94e-01 0.27400 -0.181000 -2.06e-01 2.41e-01 1.83e-01
IRAK4-deficiency-(TLR2/4) 10 4.08e-01 5.96e-01 0.31900 0.205000 2.44e-01 2.62e-01 1.81e-01
MyD88-deficiency-(TLR2/4) 10 4.08e-01 5.96e-01 0.31900 0.205000 2.44e-01 2.62e-01 1.81e-01
Toll-Like-Receptor-9-(TLR9)-Cascade 88 4.09e-01 5.96e-01 0.03710 0.018600 -3.21e-02 7.64e-01 6.03e-01
Bile-acid-and-bile-salt-metabolism 25 4.11e-01 5.97e-01 0.20200 -0.131000 -1.54e-01 2.58e-01 1.83e-01
Methylation 12 4.12e-01 5.98e-01 0.29600 -0.219000 -1.98e-01 1.88e-01 2.35e-01
CD28-co-stimulation 32 4.12e-01 5.99e-01 0.14500 0.071500 1.26e-01 4.84e-01 2.18e-01
GRB2-events-in-ERBB2-signaling 15 4.14e-01 6.00e-01 0.17900 0.165000 6.92e-02 2.69e-01 6.43e-01
ERBB2-Regulates-Cell-Motility 14 4.14e-01 6.00e-01 0.18300 0.170000 6.97e-02 2.72e-01 6.52e-01
Downregulation-of-TGF-beta-receptor-signaling 26 4.18e-01 6.04e-01 0.11900 0.114000 3.49e-02 3.16e-01 7.58e-01
PI3K/AKT-Signaling-in-Cancer 81 4.18e-01 6.04e-01 0.09830 0.082200 5.40e-02 2.01e-01 4.01e-01
NR1H3-&-NR1H2-regulate-gene-expression-linked-to-cholesterol-transport-and-efflux 32 4.19e-01 6.05e-01 0.15000 -0.078900 -1.28e-01 4.40e-01 2.10e-01
Nucleotide-salvage 20 4.20e-01 6.06e-01 0.14500 0.050500 1.36e-01 6.96e-01 2.92e-01
Translesion-Synthesis-by-POLH 18 4.21e-01 6.06e-01 0.15200 -0.142000 -5.16e-02 2.95e-01 7.05e-01
PTK6-Regulates-RHO-GTPases,-RAS-GTPase-and-MAP-kinases 14 4.21e-01 6.06e-01 0.25800 0.203000 1.59e-01 1.89e-01 3.04e-01
Acyl-chain-remodelling-of-PG 10 4.21e-01 6.06e-01 0.23900 -0.213000 -1.08e-01 2.43e-01 5.55e-01
Signaling-by-NOTCH3 46 4.22e-01 6.06e-01 0.04900 0.031300 -3.78e-02 7.14e-01 6.58e-01
Cyclin-A/B1/B2-associated-events-during-G2/M-transition 23 4.22e-01 6.06e-01 0.20600 0.132000 1.58e-01 2.73e-01 1.90e-01
S-Phase 152 4.25e-01 6.08e-01 0.02750 -0.023400 1.45e-02 6.19e-01 7.58e-01
Assembly-Of-The-HIV-Virion 15 4.26e-01 6.09e-01 0.13700 0.135000 2.64e-02 3.67e-01 8.59e-01
RIPK1-mediated-regulated-necrosis 14 4.31e-01 6.15e-01 0.09870 0.095100 -2.65e-02 5.38e-01 8.64e-01
Regulated-Necrosis 14 4.31e-01 6.15e-01 0.09870 0.095100 -2.65e-02 5.38e-01 8.64e-01
NOTCH3-Intracellular-Domain-Regulates-Transcription 22 4.36e-01 6.22e-01 0.07990 0.077800 -1.82e-02 5.28e-01 8.82e-01
Synthesis-of-IP3-and-IP4-in-the-cytosol 22 4.38e-01 6.24e-01 0.07650 -0.023400 7.28e-02 8.49e-01 5.54e-01
Signaling-by-EGFR-in-Cancer 22 4.39e-01 6.25e-01 0.10700 0.105000 1.63e-02 3.92e-01 8.95e-01
Ras-activation-upon-Ca2+-influx-through-NMDA-receptor 14 4.40e-01 6.25e-01 0.09560 0.091000 -2.94e-02 5.56e-01 8.49e-01
SUMO-E3-ligases-SUMOylate-target-proteins 153 4.41e-01 6.26e-01 0.02830 0.026400 -1.02e-02 5.73e-01 8.28e-01
IL-6-type-cytokine-receptor-ligand-interactions 12 4.41e-01 6.26e-01 0.23600 0.123000 2.02e-01 4.60e-01 2.26e-01
Vpr-mediated-nuclear-import-of-PICs 31 4.43e-01 6.28e-01 0.10300 -0.028600 -9.91e-02 7.83e-01 3.40e-01
Growth-hormone-receptor-signaling 20 4.45e-01 6.30e-01 0.18600 -0.157000 -9.92e-02 2.24e-01 4.43e-01
RAF/MAP-kinase-cascade 202 4.46e-01 6.30e-01 0.03090 0.000450 3.09e-02 9.91e-01 4.50e-01
Signaling-by-VEGF 98 4.46e-01 6.30e-01 0.09750 0.063300 7.41e-02 2.79e-01 2.05e-01
Stimuli-sensing-channels 55 4.47e-01 6.30e-01 0.12800 -0.080400 -9.90e-02 3.02e-01 2.04e-01
SHC1-events-in-ERBB4-signaling 13 4.48e-01 6.31e-01 0.19300 0.175000 8.09e-02 2.75e-01 6.13e-01
PECAM1-interactions 11 4.50e-01 6.31e-01 0.22300 0.103000 1.97e-01 5.55e-01 2.57e-01
CDC6-association-with-the-ORC:origin-complex 11 4.51e-01 6.31e-01 0.16500 0.040800 1.60e-01 8.15e-01 3.59e-01
Formation-of-HIV-1-elongation-complex-containing-HIV-1-Tat 41 4.51e-01 6.31e-01 0.15000 -0.113000 -9.88e-02 2.09e-01 2.74e-01
HIV-Transcription-Elongation 41 4.51e-01 6.31e-01 0.15000 -0.113000 -9.88e-02 2.09e-01 2.74e-01
Tat-mediated-elongation-of-the-HIV-1-transcript 41 4.51e-01 6.31e-01 0.15000 -0.113000 -9.88e-02 2.09e-01 2.74e-01
Chaperonin-mediated-protein-folding 78 4.52e-01 6.32e-01 0.05900 0.012100 5.78e-02 8.53e-01 3.78e-01
Signaling-by-FGFR1-in-disease 32 4.52e-01 6.32e-01 0.07800 -0.002970 -7.79e-02 9.77e-01 4.46e-01
Reproduction 52 4.55e-01 6.34e-01 0.11800 0.097800 6.52e-02 2.23e-01 4.16e-01
RAF-independent-MAPK1/3-activation 21 4.55e-01 6.34e-01 0.19400 0.157000 1.15e-01 2.13e-01 3.63e-01
BBSome-mediated-cargo-targeting-to-cilium 21 4.56e-01 6.36e-01 0.16900 0.084400 1.47e-01 5.03e-01 2.45e-01
Gap-filling-DNA-repair-synthesis-and-ligation-in-GG-NER 24 4.59e-01 6.38e-01 0.06460 -0.039900 5.08e-02 7.35e-01 6.67e-01
Regulated-proteolysis-of-p75NTR 11 4.59e-01 6.38e-01 0.17700 0.168000 5.57e-02 3.34e-01 7.49e-01
SUMOylation 159 4.60e-01 6.39e-01 0.03330 0.033300 -4.64e-04 4.70e-01 9.92e-01
RET-signaling 36 4.64e-01 6.44e-01 0.09370 0.089800 2.67e-02 3.51e-01 7.82e-01
FCERI-mediated-MAPK-activation 29 4.65e-01 6.45e-01 0.06000 0.029000 -5.25e-02 7.87e-01 6.25e-01
Nitric-oxide-stimulates-guanylate-cyclase 15 4.66e-01 6.46e-01 0.15400 0.050800 1.45e-01 7.34e-01 3.31e-01
Ca2+-pathway 52 4.67e-01 6.46e-01 0.04920 0.047700 -1.23e-02 5.52e-01 8.78e-01
Meiosis 45 4.69e-01 6.48e-01 0.06220 0.062200 -5.39e-05 4.71e-01 1.00e+00
MAPK1/MAPK3-signaling 207 4.71e-01 6.49e-01 0.03580 0.007670 3.50e-02 8.50e-01 3.87e-01
Transcriptional-regulation-of-granulopoiesis 28 4.74e-01 6.53e-01 0.17700 0.132000 1.18e-01 2.26e-01 2.81e-01
PCP/CE-pathway 87 4.76e-01 6.53e-01 0.08120 -0.070300 -4.05e-02 2.57e-01 5.14e-01
Activation-of-PPARGC1A-(PGC-1alpha)-by-phosphorylation 10 4.76e-01 6.53e-01 0.20500 -0.082500 -1.88e-01 6.51e-01 3.03e-01
Gap-filling-DNA-repair-synthesis-and-ligation-in-TC-NER 63 4.77e-01 6.53e-01 0.10500 -0.086600 -5.87e-02 2.35e-01 4.21e-01
Constitutive-Signaling-by-AKT1-E17K-in-Cancer 26 4.77e-01 6.53e-01 0.14900 -0.075500 -1.29e-01 5.05e-01 2.56e-01
NR1H2-and-NR1H3-mediated-signaling 40 4.78e-01 6.53e-01 0.11900 -0.058900 -1.03e-01 5.19e-01 2.60e-01
Constitutive-Signaling-by-NOTCH1-HD+PEST-Domain-Mutants 57 4.79e-01 6.53e-01 0.04590 0.012100 -4.43e-02 8.74e-01 5.63e-01
Constitutive-Signaling-by-NOTCH1-PEST-Domain-Mutants 57 4.79e-01 6.53e-01 0.04590 0.012100 -4.43e-02 8.74e-01 5.63e-01
Signaling-by-NOTCH1-HD+PEST-Domain-Mutants-in-Cancer 57 4.79e-01 6.53e-01 0.04590 0.012100 -4.43e-02 8.74e-01 5.63e-01
Signaling-by-NOTCH1-PEST-Domain-Mutants-in-Cancer 57 4.79e-01 6.53e-01 0.04590 0.012100 -4.43e-02 8.74e-01 5.63e-01
Signaling-by-NOTCH1-in-Cancer 57 4.79e-01 6.53e-01 0.04590 0.012100 -4.43e-02 8.74e-01 5.63e-01
DNA-Double-Strand-Break-Response 40 4.79e-01 6.53e-01 0.14000 -0.111000 -8.53e-02 2.26e-01 3.51e-01
Sema3A-PAK-dependent-Axon-repulsion 15 4.81e-01 6.55e-01 0.24100 0.163000 1.77e-01 2.74e-01 2.35e-01
Assembly-and-cell-surface-presentation-of-NMDA-receptors 16 4.85e-01 6.58e-01 0.22700 0.173000 1.47e-01 2.30e-01 3.09e-01
Extension-of-Telomeres 28 4.85e-01 6.58e-01 0.10800 0.034600 1.02e-01 7.51e-01 3.48e-01
Amyloid-fiber-formation 38 4.85e-01 6.58e-01 0.14600 0.093100 1.13e-01 3.21e-01 2.29e-01
Nuclear-signaling-by-ERBB4 28 4.87e-01 6.59e-01 0.14600 0.124000 7.65e-02 2.55e-01 4.84e-01
Signaling-by-Insulin-receptor 58 4.87e-01 6.59e-01 0.05290 0.052900 -7.05e-04 4.86e-01 9.93e-01
Platelet-calcium-homeostasis 20 4.87e-01 6.59e-01 0.15500 0.070700 1.38e-01 5.84e-01 2.85e-01
Regulation-of-TNFR1-signaling 32 4.88e-01 6.60e-01 0.13500 0.070200 1.16e-01 4.92e-01 2.58e-01
Other-semaphorin-interactions 19 4.90e-01 6.61e-01 0.07150 0.034700 -6.26e-02 7.94e-01 6.37e-01
Tie2-Signaling 17 4.92e-01 6.61e-01 0.22400 -0.162000 -1.54e-01 2.47e-01 2.70e-01
SHC-mediated-cascade:FGFR1 11 4.92e-01 6.61e-01 0.09050 0.062800 -6.52e-02 7.18e-01 7.08e-01
Cytosolic-iron-sulfur-cluster-assembly 13 4.92e-01 6.61e-01 0.13300 -0.131000 -2.40e-02 4.15e-01 8.81e-01
HSP90-chaperone-cycle-for-steroid-hormone-receptors-(SHR) 31 4.92e-01 6.61e-01 0.07240 -0.072400 7.82e-05 4.85e-01 9.99e-01
TP53-Regulates-Transcription-of-Cell-Cycle-Genes 45 4.92e-01 6.61e-01 0.10300 0.091500 4.69e-02 2.88e-01 5.86e-01
IGF1R-signaling-cascade 38 4.94e-01 6.62e-01 0.11800 0.103000 5.84e-02 2.72e-01 5.34e-01
Condensation-of-Prometaphase-Chromosomes 11 4.96e-01 6.64e-01 0.26800 0.172000 2.06e-01 3.24e-01 2.37e-01
Formation-of-apoptosome 10 4.97e-01 6.64e-01 0.28900 -0.199000 -2.11e-01 2.77e-01 2.49e-01
Regulation-of-the-apoptosome-activity 10 4.97e-01 6.64e-01 0.28900 -0.199000 -2.11e-01 2.77e-01 2.49e-01
IRAK2-mediated-activation-of-TAK1-complex-upon-TLR7/8-or-9-stimulation 14 4.98e-01 6.64e-01 0.19400 0.168000 9.53e-02 2.75e-01 5.37e-01
TRAF6-mediated-induction-of-TAK1-complex-within-TLR4-complex 14 4.98e-01 6.64e-01 0.19400 0.168000 9.53e-02 2.75e-01 5.37e-01
NS1-Mediated-Effects-on-Host-Pathways 38 4.99e-01 6.65e-01 0.10000 -0.039100 -9.23e-02 6.77e-01 3.25e-01
SUMOylation-of-ubiquitinylation-proteins 37 5.02e-01 6.68e-01 0.10600 -0.044900 -9.63e-02 6.37e-01 3.11e-01
Mitotic-G2-G2/M-phases 175 5.02e-01 6.68e-01 0.03080 0.000669 3.08e-02 9.88e-01 4.84e-01
YAP1--and-WWTR1-(TAZ)-stimulated-gene-expression 14 5.03e-01 6.69e-01 0.22900 0.181000 1.41e-01 2.42e-01 3.62e-01
Defective-TPR-may-confer-susceptibility-towards-thyroid-papillary-carcinoma-(TPC) 30 5.05e-01 6.69e-01 0.09680 -0.027500 -9.28e-02 7.95e-01 3.79e-01
Regulation-of-Glucokinase-by-Glucokinase-Regulatory-Protein 30 5.05e-01 6.69e-01 0.09680 -0.027500 -9.28e-02 7.95e-01 3.79e-01
The-role-of-Nef-in-HIV-1-replication-and-disease-pathogenesis 24 5.07e-01 6.71e-01 0.08170 0.081700 1.32e-03 4.88e-01 9.91e-01
Trafficking-of-GluR2-containing-AMPA-receptors 15 5.09e-01 6.73e-01 0.19100 0.099100 1.64e-01 5.06e-01 2.72e-01
Antiviral-mechanism-by-IFN-stimulated-genes 74 5.09e-01 6.73e-01 0.08650 -0.073900 -4.49e-02 2.72e-01 5.05e-01
G-beta:gamma-signalling-through-PI3Kgamma 19 5.12e-01 6.76e-01 0.06790 0.056100 -3.83e-02 6.72e-01 7.73e-01
Nucleobase-catabolism 29 5.14e-01 6.78e-01 0.12300 -0.110000 -5.55e-02 3.06e-01 6.05e-01
Signaling-by-SCF-KIT 40 5.15e-01 6.78e-01 0.14100 0.103000 9.64e-02 2.60e-01 2.91e-01
Chromosome-Maintenance 52 5.16e-01 6.78e-01 0.12400 0.085800 8.94e-02 2.85e-01 2.65e-01
Aggrephagy 18 5.16e-01 6.78e-01 0.17700 0.094700 1.50e-01 4.87e-01 2.71e-01
NOTCH3-Activation-and-Transmission-of-Signal-to-the-Nucleus 25 5.21e-01 6.84e-01 0.08090 -0.004150 -8.08e-02 9.71e-01 4.85e-01
Caspase-activation-via-Death-Receptors-in-the-presence-of-ligand 13 5.23e-01 6.86e-01 0.24400 0.179000 1.66e-01 2.64e-01 3.01e-01
Adaptive-Immune-System 558 5.24e-01 6.87e-01 0.01720 0.017100 6.61e-04 4.91e-01 9.79e-01
Interaction-between-L1-and-Ankyrins 22 5.25e-01 6.87e-01 0.15300 -0.131000 -7.82e-02 2.86e-01 5.25e-01
NOTCH4-Activation-and-Transmission-of-Signal-to-the-Nucleus 10 5.28e-01 6.90e-01 0.11700 0.005500 -1.17e-01 9.76e-01 5.23e-01
Plasma-lipoprotein-remodeling 19 5.29e-01 6.90e-01 0.12600 -0.118000 -4.23e-02 3.71e-01 7.50e-01
Toll-Like-Receptor-4-(TLR4)-Cascade 113 5.30e-01 6.90e-01 0.05670 0.051900 2.27e-02 3.41e-01 6.77e-01
Signaling-by-FGFR-in-disease 53 5.30e-01 6.90e-01 0.12000 -0.088000 -8.10e-02 2.68e-01 3.08e-01
TP53-Regulates-Transcription-of-Cell-Death-Genes 34 5.30e-01 6.90e-01 0.15000 0.104000 1.08e-01 2.94e-01 2.75e-01
FLT3-Signaling 220 5.31e-01 6.90e-01 0.02240 -0.004790 2.19e-02 9.03e-01 5.77e-01
Prolonged-ERK-activation-events 13 5.32e-01 6.90e-01 0.08770 0.083900 -2.56e-02 6.01e-01 8.73e-01
Protein-folding 84 5.32e-01 6.90e-01 0.08150 0.044300 6.84e-02 4.83e-01 2.79e-01
Regulation-of-TP53-Activity 148 5.33e-01 6.91e-01 0.03420 -0.034100 -3.36e-03 4.75e-01 9.44e-01
CD28-dependent-PI3K/Akt-signaling 21 5.34e-01 6.91e-01 0.06350 -0.031900 5.50e-02 8.00e-01 6.63e-01
Interleukin-3,-Interleukin-5-and-GM-CSF-signaling 38 5.35e-01 6.92e-01 0.14000 0.095300 1.03e-01 3.09e-01 2.73e-01
Neuronal-System 251 5.35e-01 6.92e-01 0.05180 0.031600 4.10e-02 3.90e-01 2.65e-01
Frs2-mediated-activation 11 5.37e-01 6.93e-01 0.11000 0.110000 -4.75e-03 5.27e-01 9.78e-01
Signaling-by-cytosolic-FGFR1-fusion-mutants 18 5.37e-01 6.93e-01 0.06620 -0.045700 4.80e-02 7.37e-01 7.25e-01
SHC-mediated-cascade:FGFR4 12 5.38e-01 6.93e-01 0.19500 -0.095000 -1.70e-01 5.69e-01 3.07e-01
Signaling-by-WNT 233 5.39e-01 6.93e-01 0.04910 -0.027000 -4.10e-02 4.79e-01 2.82e-01
SUMOylation-of-DNA-damage-response-and-repair-proteins 73 5.39e-01 6.93e-01 0.06270 -0.020700 -5.92e-02 7.60e-01 3.82e-01
MyD88-dependent-cascade-initiated-on-endosome 84 5.40e-01 6.93e-01 0.03780 0.004450 -3.75e-02 9.44e-01 5.53e-01
Toll-Like-Receptor-7/8-(TLR7/8)-Cascade 84 5.40e-01 6.93e-01 0.03780 0.004450 -3.75e-02 9.44e-01 5.53e-01
ATF6-(ATF6-alpha)-activates-chaperones 12 5.41e-01 6.94e-01 0.23100 -0.184000 -1.40e-01 2.69e-01 4.02e-01
Scavenging-by-Class-A-Receptors 16 5.42e-01 6.95e-01 0.21500 0.154000 1.50e-01 2.86e-01 3.00e-01
Dual-Incision-in-GG-NER 40 5.44e-01 6.96e-01 0.11900 -0.066900 -9.85e-02 4.65e-01 2.81e-01
Polo-like-kinase-mediated-events 14 5.44e-01 6.96e-01 0.22900 0.162000 1.63e-01 2.95e-01 2.92e-01
NEP/NS2-Interacts-with-the-Cellular-Export-Machinery 30 5.45e-01 6.96e-01 0.12700 -0.064500 -1.09e-01 5.41e-01 3.02e-01
Cytochrome-c-mediated-apoptotic-response 12 5.46e-01 6.96e-01 0.17900 -0.078200 -1.61e-01 6.39e-01 3.35e-01
Costimulation-by-the-CD28-family 52 5.46e-01 6.96e-01 0.04490 -0.009390 4.39e-02 9.07e-01 5.85e-01
ERBB2-Activates-PTK6-Signaling 12 5.47e-01 6.97e-01 0.20500 0.174000 1.08e-01 2.97e-01 5.19e-01
Deactivation-of-the-beta-catenin-transactivating-complex 39 5.48e-01 6.97e-01 0.11900 -0.066200 -9.88e-02 4.74e-01 2.86e-01
Fanconi-Anemia-Pathway 34 5.53e-01 7.03e-01 0.06320 -0.063200 1.27e-04 5.24e-01 9.99e-01
NOTCH1-Intracellular-Domain-Regulates-Transcription 46 5.54e-01 7.03e-01 0.04190 0.036600 -2.03e-02 6.68e-01 8.11e-01
Regulation-of-TP53-Activity-through-Association-with-Co-factors 11 5.55e-01 7.04e-01 0.17200 -0.158000 -6.78e-02 3.63e-01 6.97e-01
Host-Interactions-with-Influenza-Factors 39 5.59e-01 7.09e-01 0.07090 -0.014200 -6.95e-02 8.78e-01 4.53e-01
Inwardly-rectifying-K+-channels 20 5.61e-01 7.10e-01 0.16500 -0.136000 -9.39e-02 2.92e-01 4.67e-01
G2/M-Transition 173 5.61e-01 7.10e-01 0.02260 -0.007700 2.12e-02 8.62e-01 6.30e-01
Recruitment-and-ATM-mediated-phosphorylation-of-repair-and-signaling-proteins-at-DNA-double-strand-breaks 39 5.64e-01 7.12e-01 0.12000 -0.097700 -6.91e-02 2.91e-01 4.55e-01
Transcriptional-regulation-by-the-AP-2-(TFAP2)-family-of-transcription-factors 24 5.65e-01 7.13e-01 0.16100 0.126000 1.01e-01 2.85e-01 3.92e-01
Insulin-receptor-signalling-cascade 39 5.65e-01 7.13e-01 0.05420 0.054000 -4.89e-03 5.60e-01 9.58e-01
Signaling-by-NOTCH2 30 5.66e-01 7.13e-01 0.14800 0.097400 1.12e-01 3.56e-01 2.88e-01
MET-activates-RAS-signaling 10 5.68e-01 7.15e-01 0.09950 0.097600 -1.95e-02 5.93e-01 9.15e-01
Mismatch-Repair 12 5.70e-01 7.17e-01 0.17300 -0.155000 -7.62e-02 3.52e-01 6.48e-01
Translesion-synthesis-by-POLK 17 5.71e-01 7.17e-01 0.07070 -0.066500 2.40e-02 6.35e-01 8.64e-01
Depolymerisation-of-the-Nuclear-Lamina 15 5.72e-01 7.17e-01 0.18900 0.155000 1.08e-01 2.99e-01 4.68e-01
Dectin-2-family 11 5.72e-01 7.18e-01 0.21800 0.180000 1.24e-01 3.01e-01 4.78e-01
tRNA-modification-in-the-nucleus-and-cytosol 41 5.74e-01 7.19e-01 0.05810 -0.058100 -2.77e-03 5.20e-01 9.76e-01
Intrinsic-Pathway-for-Apoptosis 47 5.75e-01 7.19e-01 0.04850 0.048300 -4.57e-03 5.67e-01 9.57e-01
InlB-mediated-entry-of-Listeria-monocytogenes-into-host-cell 13 5.76e-01 7.20e-01 0.22000 0.168000 1.43e-01 2.95e-01 3.73e-01
MET-receptor-recycling 10 5.78e-01 7.22e-01 0.23700 0.190000 1.42e-01 2.98e-01 4.36e-01
SHC-mediated-cascade:FGFR3 12 5.79e-01 7.22e-01 0.23200 -0.155000 -1.72e-01 3.51e-01 3.01e-01
Dual-incision-in-TC-NER 64 5.79e-01 7.22e-01 0.10200 -0.073400 -7.02e-02 3.11e-01 3.32e-01
Negative-regulation-of-FGFR4-signaling 23 5.80e-01 7.22e-01 0.13900 -0.072500 -1.19e-01 5.48e-01 3.23e-01
SHC-mediated-cascade:FGFR2 14 5.82e-01 7.24e-01 0.10300 -0.009910 -1.02e-01 9.49e-01 5.08e-01
Other-interleukin-signaling 19 5.82e-01 7.24e-01 0.11600 0.038800 1.09e-01 7.70e-01 4.11e-01
Apoptotic-factor-mediated-response 15 5.86e-01 7.27e-01 0.12300 -0.036200 -1.17e-01 8.08e-01 4.31e-01
Activation-of-BAD-and-translocation-to-mitochondria 15 5.86e-01 7.27e-01 0.15700 0.139000 7.33e-02 3.51e-01 6.23e-01
Glutamate-binding,-activation-of-AMPA-receptors-and-synaptic-plasticity 24 5.87e-01 7.27e-01 0.15300 0.092900 1.21e-01 4.31e-01 3.03e-01
Trafficking-of-AMPA-receptors 24 5.87e-01 7.27e-01 0.15300 0.092900 1.21e-01 4.31e-01 3.03e-01
Listeria-monocytogenes-entry-into-host-cells 16 5.88e-01 7.27e-01 0.19500 0.148000 1.27e-01 3.04e-01 3.79e-01
PCNA-Dependent-Long-Patch-Base-Excision-Repair 20 5.92e-01 7.29e-01 0.07240 -0.006680 7.21e-02 9.59e-01 5.77e-01
AMER1-mutants-destabilize-the-destruction-complex 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
APC-truncation-mutants-have-impaired-AXIN-binding 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
AXIN-missense-mutants-destabilize-the-destruction-complex 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
AXIN-mutants-destabilize-the-destruction-complex,-activating-WNT-signaling 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
Truncations-of-AMER1-destabilize-the-destruction-complex 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
truncated-APC-mutants-destabilize-the-destruction-complex 14 5.94e-01 7.29e-01 0.15300 0.138000 6.65e-02 3.72e-01 6.67e-01
HDR-through-MMEJ-(alt-NHEJ) 10 5.97e-01 7.33e-01 0.20900 -0.111000 -1.77e-01 5.45e-01 3.33e-01
NF-kB-activation-through-FADD/RIP-1-pathway-mediated-by-caspase-8-and--10 10 5.98e-01 7.33e-01 0.08080 -0.056000 5.83e-02 7.59e-01 7.50e-01
Activation-of-BH3-only-proteins 28 5.99e-01 7.34e-01 0.12100 0.104000 6.20e-02 3.41e-01 5.70e-01
Interactions-of-Rev-with-host-cellular-proteins 34 6.01e-01 7.34e-01 0.10400 -0.049500 -9.11e-02 6.18e-01 3.58e-01
Regulation-of-localization-of-FOXO-transcription-factors 12 6.03e-01 7.34e-01 0.19800 -0.112000 -1.64e-01 5.03e-01 3.26e-01
TAK1-activates-NFkB-by-phosphorylation-and-activation-of-IKKs-complex 24 6.03e-01 7.34e-01 0.07410 0.005390 7.39e-02 9.64e-01 5.31e-01
PRC2-methylates-histones-and-DNA 13 6.03e-01 7.34e-01 0.09110 0.004290 -9.10e-02 9.79e-01 5.70e-01
Membrane-binding-and-targetting-of-GAG-proteins 14 6.04e-01 7.34e-01 0.13900 0.128000 5.30e-02 4.05e-01 7.31e-01
Synthesis-And-Processing-Of-GAG,-GAGPOL-Polyproteins 14 6.04e-01 7.34e-01 0.13900 0.128000 5.30e-02 4.05e-01 7.31e-01
Glutamate-and-glutamine-metabolism 10 6.04e-01 7.34e-01 0.16000 -0.058300 -1.49e-01 7.50e-01 4.14e-01
Regulation-of-PTEN-mRNA-translation 11 6.04e-01 7.34e-01 0.19400 -0.101000 -1.66e-01 5.61e-01 3.42e-01
Telomere-Maintenance 34 6.06e-01 7.35e-01 0.06940 0.012900 6.82e-02 8.96e-01 4.92e-01
Negative-regulation-of-FGFR3-signaling 23 6.06e-01 7.35e-01 0.15900 -0.104000 -1.20e-01 3.88e-01 3.19e-01
IRS-related-events-triggered-by-IGF1R 37 6.06e-01 7.35e-01 0.09580 0.085100 4.40e-02 3.71e-01 6.43e-01
Constitutive-Signaling-by-Overexpressed-ERBB2 10 6.07e-01 7.36e-01 0.24400 0.178000 1.67e-01 3.29e-01 3.61e-01
Inositol-phosphate-metabolism 42 6.09e-01 7.37e-01 0.11200 0.068400 8.87e-02 4.43e-01 3.20e-01
Formation-of-RNA-Pol-II-elongation-complex 56 6.12e-01 7.38e-01 0.09830 -0.076700 -6.16e-02 3.21e-01 4.25e-01
RNA-Polymerase-II-Transcription-Elongation 56 6.12e-01 7.38e-01 0.09830 -0.076700 -6.16e-02 3.21e-01 4.25e-01
SUMOylation-of-immune-response-proteins 11 6.12e-01 7.38e-01 0.23200 0.165000 1.63e-01 3.43e-01 3.49e-01
Interleukin-20-family-signaling 14 6.13e-01 7.38e-01 0.19100 -0.116000 -1.52e-01 4.53e-01 3.24e-01
RA-biosynthesis-pathway 13 6.14e-01 7.38e-01 0.19100 -0.110000 -1.56e-01 4.91e-01 3.30e-01
Detoxification-of-Reactive-Oxygen-Species 33 6.14e-01 7.38e-01 0.11700 -0.065000 -9.67e-02 5.19e-01 3.36e-01
Synthesis-of-Leukotrienes-(LT)-and-Eoxins-(EX) 12 6.14e-01 7.38e-01 0.08440 0.016500 -8.27e-02 9.21e-01 6.20e-01
NoRC-negatively-regulates-rRNA-expression 47 6.18e-01 7.41e-01 0.10800 -0.082800 -6.87e-02 3.27e-01 4.15e-01
Norepinephrine-Neurotransmitter-Release-Cycle 12 6.18e-01 7.41e-01 0.20100 0.119000 1.62e-01 4.77e-01 3.31e-01
Transcription-of-E2F-targets-under-negative-control-by-DREAM-complex 18 6.21e-01 7.44e-01 0.10600 0.101000 3.12e-02 4.58e-01 8.19e-01
Transferrin-endocytosis-and-recycling 25 6.23e-01 7.45e-01 0.10500 0.095900 4.30e-02 4.07e-01 7.10e-01
Regulation-of-TP53-Expression-and-Degradation 35 6.24e-01 7.45e-01 0.12500 -0.094300 -8.26e-02 3.34e-01 3.98e-01
SUMOylation-of-transcription-factors 15 6.24e-01 7.45e-01 0.06610 0.030000 -5.89e-02 8.41e-01 6.93e-01
Negative-regulation-of-FGFR1-signaling 22 6.24e-01 7.45e-01 0.06440 0.007490 -6.40e-02 9.52e-01 6.03e-01
PERK-regulates-gene-expression 29 6.25e-01 7.46e-01 0.08960 -0.083800 -3.17e-02 4.35e-01 7.68e-01
Phase-2---plateau-phase 16 6.26e-01 7.46e-01 0.06300 -0.031200 5.47e-02 8.29e-01 7.05e-01
Lewis-blood-group-biosynthesis 10 6.27e-01 7.46e-01 0.16200 0.149000 6.42e-02 4.16e-01 7.25e-01
Negative-regulation-of-FGFR2-signaling 25 6.30e-01 7.49e-01 0.08890 -0.026600 -8.49e-02 8.18e-01 4.63e-01
DNA-Repair 271 6.31e-01 7.50e-01 0.02550 -0.024700 -6.29e-03 4.86e-01 8.59e-01
Response-of-EIF2AK4-(GCN2)-to-amino-acid-deficiency 70 6.31e-01 7.50e-01 0.08920 -0.064000 -6.21e-02 3.55e-01 3.69e-01
CTLA4-inhibitory-signaling 19 6.32e-01 7.50e-01 0.11000 -0.103000 -3.96e-02 4.38e-01 7.65e-01
Assembly-of-active-LPL-and-LIPC-lipase-complexes 11 6.37e-01 7.51e-01 0.15200 -0.061100 -1.40e-01 7.26e-01 4.22e-01
Condensation-of-Prophase-Chromosomes 14 6.37e-01 7.51e-01 0.18400 0.112000 1.46e-01 4.69e-01 3.44e-01
mRNA-decay-by-3'-to-5'-exoribonuclease 15 6.39e-01 7.51e-01 0.08610 -0.086000 -3.96e-03 5.64e-01 9.79e-01
Interleukin-2-family-signaling 32 6.40e-01 7.51e-01 0.12900 0.095100 8.69e-02 3.52e-01 3.95e-01
Translesion-synthesis-by-REV1 16 6.40e-01 7.51e-01 0.08940 -0.088700 -1.10e-02 5.39e-01 9.40e-01
Plasma-lipoprotein-assembly 14 6.40e-01 7.51e-01 0.06610 0.031200 -5.83e-02 8.40e-01 7.06e-01
Surfactant-metabolism 15 6.41e-01 7.51e-01 0.18400 0.140000 1.19e-01 3.47e-01 4.25e-01
Misspliced-GSK3beta-mutants-stabilize-beta-catenin 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
S33-mutants-of-beta-catenin-aren't-phosphorylated 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
S37-mutants-of-beta-catenin-aren't-phosphorylated 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
S45-mutants-of-beta-catenin-aren't-phosphorylated 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
T41-mutants-of-beta-catenin-aren't-phosphorylated 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
phosphorylation-site-mutants-of-CTNNB1-are-not-targeted-to-the-proteasome-by-the-destruction-complex 15 6.41e-01 7.51e-01 0.10900 0.105000 2.98e-02 4.82e-01 8.41e-01
N-glycan-trimming-in-the-ER-and-Calnexin/Calreticulin-cycle 34 6.41e-01 7.51e-01 0.04160 0.035100 -2.25e-02 7.24e-01 8.21e-01
Signaling-by-NTRK3-(TRKC) 17 6.43e-01 7.52e-01 0.16400 0.131000 9.83e-02 3.50e-01 4.83e-01
Transport-of-bile-salts-and-organic-acids,-metal-ions-and-amine-compounds 46 6.45e-01 7.54e-01 0.08740 0.075000 4.48e-02 3.79e-01 5.99e-01
Platelet-homeostasis 64 6.47e-01 7.56e-01 0.09080 0.064200 6.42e-02 3.75e-01 3.75e-01
Nonhomologous-End-Joining-(NHEJ) 32 6.51e-01 7.59e-01 0.07600 -0.072500 -2.29e-02 4.78e-01 8.23e-01
Association-of-TriC/CCT-with-target-proteins-during-biosynthesis 37 6.51e-01 7.60e-01 0.04910 -0.049000 3.23e-03 6.06e-01 9.73e-01
Erythropoietin-activates-Phosphoinositide-3-kinase-(PI3K) 11 6.55e-01 7.62e-01 0.11600 0.113000 2.50e-02 5.16e-01 8.86e-01
Adrenaline,noradrenaline-inhibits-insulin-secretion 21 6.55e-01 7.62e-01 0.12300 0.107000 6.02e-02 3.96e-01 6.33e-01
TP53-Regulates-Transcription-of-DNA-Repair-Genes 59 6.62e-01 7.69e-01 0.02990 -0.021700 2.05e-02 7.73e-01 7.86e-01
Complement-cascade 26 6.68e-01 7.76e-01 0.12400 -0.072700 -1.01e-01 5.21e-01 3.74e-01
Nicotinamide-salvaging 16 6.69e-01 7.77e-01 0.06130 -0.021700 5.73e-02 8.80e-01 6.92e-01
Response-of-Mtb-to-phagocytosis 21 6.71e-01 7.78e-01 0.11100 -0.049100 -9.92e-02 6.97e-01 4.31e-01
Oncogene-Induced-Senescence 32 6.72e-01 7.78e-01 0.04520 0.043700 -1.15e-02 6.69e-01 9.10e-01
Tristetraprolin-(TTP,-ZFP36)-binds-and-destabilizes-mRNA 16 6.73e-01 7.78e-01 0.06450 -0.062600 1.52e-02 6.65e-01 9.16e-01
Signalling-to-ERKs 30 6.73e-01 7.78e-01 0.04710 0.045700 -1.11e-02 6.65e-01 9.16e-01
Interleukin-7-signaling 20 6.77e-01 7.82e-01 0.07900 -0.014000 -7.78e-02 9.14e-01 5.47e-01
Translesion-synthesis-by-POLI 17 6.84e-01 7.90e-01 0.05320 -0.037400 3.79e-02 7.90e-01 7.87e-01
RNA-Polymerase-III-Transcription-Termination 21 6.85e-01 7.90e-01 0.05120 0.047200 -1.98e-02 7.08e-01 8.75e-01
Plasma-lipoprotein-clearance 27 6.85e-01 7.90e-01 0.12500 -0.078900 -9.67e-02 4.78e-01 3.85e-01
Competing-endogenous-RNAs-(ceRNAs)-regulate-PTEN-translation 10 6.88e-01 7.91e-01 0.19800 -0.119000 -1.57e-01 5.14e-01 3.89e-01
G-alpha-(z)-signalling-events 37 6.88e-01 7.91e-01 0.07910 0.034000 7.14e-02 7.21e-01 4.52e-01
Export-of-Viral-Ribonucleoproteins-from-Nucleus 31 6.89e-01 7.92e-01 0.09400 -0.045600 -8.22e-02 6.60e-01 4.28e-01
ER-Quality-Control-Compartment-(ERQC) 20 6.90e-01 7.92e-01 0.15000 0.104000 1.07e-01 4.19e-01 4.07e-01
ROS-and-RNS-production-in-phagocytes 28 6.97e-01 7.99e-01 0.04090 0.024500 -3.27e-02 8.23e-01 7.64e-01
Interleukin-6-family-signaling 18 7.03e-01 8.03e-01 0.15200 0.101000 1.13e-01 4.60e-01 4.05e-01
Acyl-chain-remodelling-of-PS 14 7.03e-01 8.03e-01 0.11500 -0.043300 -1.07e-01 7.79e-01 4.90e-01
eNOS-activation 10 7.04e-01 8.03e-01 0.13200 -0.123000 -4.68e-02 4.99e-01 7.98e-01
Phase-0---rapid-depolarisation 30 7.05e-01 8.03e-01 0.11700 -0.087400 -7.83e-02 4.08e-01 4.58e-01
TNFR1-induced-NFkappaB-signaling-pathway 25 7.05e-01 8.03e-01 0.13000 0.091300 9.27e-02 4.30e-01 4.23e-01
Rev-mediated-nuclear-export-of-HIV-RNA 33 7.05e-01 8.03e-01 0.08720 -0.041600 -7.66e-02 6.79e-01 4.47e-01
RNA-Polymerase-III-Abortive-And-Retractive-Initiation 39 7.06e-01 8.03e-01 0.03400 0.027000 -2.06e-02 7.71e-01 8.24e-01
RNA-Polymerase-III-Transcription 39 7.06e-01 8.03e-01 0.03400 0.027000 -2.06e-02 7.71e-01 8.24e-01
IRAK2-mediated-activation-of-TAK1-complex 10 7.06e-01 8.03e-01 0.08960 -0.000215 -8.96e-02 9.99e-01 6.24e-01
PKA-activation-in-glucagon-signalling 15 7.06e-01 8.03e-01 0.05740 0.052200 -2.40e-02 7.26e-01 8.72e-01
Metalloprotease-DUBs 16 7.08e-01 8.05e-01 0.14900 0.088900 1.19e-01 5.38e-01 4.09e-01
Presynaptic-function-of-Kainate-receptors 15 7.09e-01 8.05e-01 0.07240 0.072400 -1.79e-04 6.27e-01 9.99e-01
Regulation-of-TP53-Degradation 34 7.13e-01 8.08e-01 0.10600 -0.081500 -6.78e-02 4.11e-01 4.94e-01
CD28-dependent-Vav1-pathway 11 7.13e-01 8.08e-01 0.19100 0.129000 1.41e-01 4.58e-01 4.18e-01
SUMOylation-of-transcription-cofactors 42 7.15e-01 8.10e-01 0.05590 -0.014700 -5.39e-02 8.69e-01 5.46e-01
Signaling-by-FGFR 67 7.19e-01 8.13e-01 0.06620 -0.036200 -5.55e-02 6.09e-01 4.33e-01
Cleavage-of-the-damaged-purine 10 7.23e-01 8.15e-01 0.17700 0.102000 1.45e-01 5.76e-01 4.27e-01
Depurination 10 7.23e-01 8.15e-01 0.17700 0.102000 1.45e-01 5.76e-01 4.27e-01
Recognition-and-association-of-DNA-glycosylase-with-site-containing-an-affected-purine 10 7.23e-01 8.15e-01 0.17700 0.102000 1.45e-01 5.76e-01 4.27e-01
Interleukin-2-signaling 10 7.25e-01 8.16e-01 0.07350 0.017400 -7.14e-02 9.24e-01 6.96e-01
Infection-with-Mycobacterium-tuberculosis 24 7.30e-01 8.21e-01 0.04170 0.022600 -3.50e-02 8.48e-01 7.67e-01
Miscellaneous-transport-and-binding-events 20 7.31e-01 8.21e-01 0.13600 -0.090300 -1.01e-01 4.84e-01 4.33e-01
Cytochrome-P450---arranged-by-substrate-type 27 7.31e-01 8.21e-01 0.10600 -0.060700 -8.65e-02 5.85e-01 4.36e-01
Estrogen-dependent-gene-expression 83 7.31e-01 8.21e-01 0.04710 -0.019400 -4.29e-02 7.60e-01 5.00e-01
Serotonin-Neurotransmitter-Release-Cycle 13 7.33e-01 8.22e-01 0.12500 0.056100 1.12e-01 7.26e-01 4.85e-01
Signaling-by-FGFR3-fusions-in-cancer 10 7.34e-01 8.22e-01 0.13000 -0.050000 -1.20e-01 7.84e-01 5.13e-01
Generation-of-second-messenger-molecules 16 7.34e-01 8.22e-01 0.08690 0.083900 2.29e-02 5.62e-01 8.74e-01
PKA-activation 15 7.34e-01 8.22e-01 0.10200 -0.037200 -9.54e-02 8.03e-01 5.23e-01
DNA-Double-Strand-Break-Repair 123 7.36e-01 8.23e-01 0.01800 -0.011000 1.42e-02 8.33e-01 7.86e-01
Butyrate-Response-Factor-1-(BRF1)-binds-and-destabilizes-mRNA 16 7.38e-01 8.24e-01 0.11200 -0.099800 -5.03e-02 4.90e-01 7.28e-01
Synthesis-of-PIPs-at-the-early-endosome-membrane 16 7.40e-01 8.26e-01 0.13800 0.111000 8.12e-02 4.42e-01 5.74e-01
RUNX3-regulates-NOTCH-signaling 14 7.41e-01 8.26e-01 0.16100 0.113000 1.15e-01 4.66e-01 4.57e-01
Basigin-interactions 19 7.45e-01 8.30e-01 0.13200 0.102000 8.42e-02 4.43e-01 5.26e-01
Protein-methylation 13 7.45e-01 8.30e-01 0.14500 -0.120000 -8.20e-02 4.54e-01 6.09e-01
Purine-catabolism 16 7.47e-01 8.30e-01 0.05790 -0.008910 5.72e-02 9.51e-01 6.92e-01
DCC-mediated-attractive-signaling 13 7.48e-01 8.30e-01 0.08810 -0.086100 -1.88e-02 5.91e-01 9.07e-01
Beta-catenin-independent-WNT-signaling 131 7.48e-01 8.30e-01 0.04780 -0.038400 -2.85e-02 4.49e-01 5.73e-01
Resolution-of-AP-sites-via-the-multiple-nucleotide-patch-replacement-pathway 24 7.48e-01 8.30e-01 0.04070 -0.019400 3.57e-02 8.69e-01 7.62e-01
Epigenetic-regulation-of-gene-expression 87 7.52e-01 8.33e-01 0.02520 0.025000 -3.03e-03 6.88e-01 9.61e-01
VxPx-cargo-targeting-to-cilium 18 7.52e-01 8.33e-01 0.12700 0.102000 7.59e-02 4.54e-01 5.77e-01
Regulation-of-necroptotic-cell-death 12 7.54e-01 8.34e-01 0.06460 0.012000 -6.34e-02 9.43e-01 7.04e-01
Regulation-of-insulin-secretion 59 7.56e-01 8.35e-01 0.04120 0.009280 4.01e-02 9.02e-01 5.95e-01
PKA-mediated-phosphorylation-of-CREB 17 7.57e-01 8.35e-01 0.09210 -0.034100 -8.56e-02 8.08e-01 5.41e-01
Negative-epigenetic-regulation-of-rRNA-expression 50 7.57e-01 8.35e-01 0.07160 -0.059400 -4.00e-02 4.68e-01 6.25e-01
Signalling-to-RAS 17 7.58e-01 8.35e-01 0.13600 0.104000 8.80e-02 4.57e-01 5.30e-01
Diseases-of-signal-transduction 331 7.58e-01 8.35e-01 0.02730 0.023000 1.47e-02 4.75e-01 6.47e-01
Regulation-of-gene-expression-in-late-stage-(branching-morphogenesis)-pancreatic-bud-precursor-cells 12 7.64e-01 8.40e-01 0.16100 0.122000 1.06e-01 4.65e-01 5.26e-01
Calnexin/calreticulin-cycle 25 7.64e-01 8.40e-01 0.08230 0.074100 3.58e-02 5.21e-01 7.56e-01
Gamma-carboxylation,-hypusine-formation-and-arylsulfatase-activation 27 7.67e-01 8.41e-01 0.09190 0.077600 4.93e-02 4.85e-01 6.57e-01
Suppression-of-phagosomal-maturation 13 7.68e-01 8.41e-01 0.05120 0.031100 -4.06e-02 8.46e-01 8.00e-01
KSRP-(KHSRP)-binds-and-destabilizes-mRNA 16 7.68e-01 8.41e-01 0.06860 -0.068100 -8.34e-03 6.37e-01 9.54e-01
Resolution-of-Abasic-Sites-(AP-sites) 37 7.68e-01 8.41e-01 0.05350 0.014600 5.14e-02 8.78e-01 5.89e-01
Regulation-of-Complement-cascade 22 7.68e-01 8.41e-01 0.11200 -0.068400 -8.92e-02 5.79e-01 4.69e-01
Platelet-sensitization-by-LDL 16 7.72e-01 8.44e-01 0.13100 -0.104000 -7.94e-02 4.73e-01 5.82e-01
GABA-receptor-activation 32 7.72e-01 8.44e-01 0.09790 0.072600 6.57e-02 4.77e-01 5.21e-01
Insulin-receptor-recycling 20 7.75e-01 8.45e-01 0.04090 0.033800 -2.30e-02 7.94e-01 8.58e-01
MyD88:MAL(TIRAP)-cascade-initiated-on-plasma-membrane 88 7.77e-01 8.45e-01 0.02950 -0.004340 -2.91e-02 9.44e-01 6.37e-01
Toll-Like-Receptor-2-(TLR2)-Cascade 88 7.77e-01 8.45e-01 0.02950 -0.004340 -2.91e-02 9.44e-01 6.37e-01
Toll-Like-Receptor-TLR1:TLR2-Cascade 88 7.77e-01 8.45e-01 0.02950 -0.004340 -2.91e-02 9.44e-01 6.37e-01
Toll-Like-Receptor-TLR6:TLR2-Cascade 88 7.77e-01 8.45e-01 0.02950 -0.004340 -2.91e-02 9.44e-01 6.37e-01
Downregulation-of-ERBB2-signaling 27 7.79e-01 8.47e-01 0.03460 0.027700 -2.08e-02 8.04e-01 8.52e-01
Base-Excision-Repair 44 7.81e-01 8.48e-01 0.04410 0.009330 4.31e-02 9.15e-01 6.21e-01
Regulation-of-innate-immune-responses-to-cytosolic-DNA 13 7.82e-01 8.49e-01 0.14300 0.088300 1.12e-01 5.81e-01 4.83e-01
Activated-NOTCH1-Transmits-Signal-to-the-Nucleus 28 7.83e-01 8.49e-01 0.03590 0.013200 -3.34e-02 9.04e-01 7.60e-01
CLEC7A-(Dectin-1)-induces-NFAT-activation 11 7.84e-01 8.49e-01 0.15800 -0.121000 -1.02e-01 4.86e-01 5.59e-01
G-protein-beta:gamma-signalling 26 7.88e-01 8.52e-01 0.04430 0.044300 -1.97e-03 6.96e-01 9.86e-01
Constitutive-Signaling-by-NOTCH1-HD-Domain-Mutants 15 7.88e-01 8.52e-01 0.13800 -0.100000 -9.44e-02 5.00e-01 5.27e-01
Signaling-by-NOTCH1-HD-Domain-Mutants-in-Cancer 15 7.88e-01 8.52e-01 0.13800 -0.100000 -9.44e-02 5.00e-01 5.27e-01
Nicotinate-metabolism 27 7.91e-01 8.55e-01 0.03560 -0.032900 1.36e-02 7.67e-01 9.03e-01
Activation-of-GABAB-receptors 27 7.92e-01 8.55e-01 0.10200 0.070200 7.37e-02 5.28e-01 5.08e-01
GABA-B-receptor-activation 27 7.92e-01 8.55e-01 0.10200 0.070200 7.37e-02 5.28e-01 5.08e-01
Signaling-by-ERBB2 47 7.95e-01 8.57e-01 0.04240 0.041200 1.02e-02 6.25e-01 9.04e-01
Regulation-of-gene-expression-by-Hypoxia-inducible-Factor 10 7.99e-01 8.59e-01 0.08700 -0.017300 -8.52e-02 9.24e-01 6.41e-01
Downregulation-of-ERBB2:ERBB3-signaling 13 7.99e-01 8.59e-01 0.14200 -0.094800 -1.06e-01 5.54e-01 5.07e-01
Physiological-factors 11 8.00e-01 8.60e-01 0.10600 0.041900 9.76e-02 8.10e-01 5.75e-01
TNF-signaling 42 8.07e-01 8.65e-01 0.06610 0.055900 3.52e-02 5.31e-01 6.93e-01
G-beta:gamma-signalling-through-PLC-beta 14 8.07e-01 8.65e-01 0.04800 0.045000 -1.66e-02 7.71e-01 9.14e-01
MASTL-Facilitates-Mitotic-Progression 10 8.08e-01 8.65e-01 0.09510 0.090800 2.82e-02 6.19e-01 8.77e-01
Ion-channel-transport 110 8.09e-01 8.65e-01 0.03120 -0.029100 -1.12e-02 5.98e-01 8.40e-01
RNA-Polymerase-III-Transcription-Initiation-From-Type-2-Promoter 25 8.09e-01 8.65e-01 0.09690 -0.075300 -6.09e-02 5.15e-01 5.98e-01
DAG-and-IP3-signaling 36 8.10e-01 8.65e-01 0.05910 -0.053700 -2.47e-02 5.77e-01 7.98e-01
Integration-of-energy-metabolism 86 8.10e-01 8.65e-01 0.05220 -0.040500 -3.29e-02 5.16e-01 5.99e-01
Estrogen-dependent-nuclear-events-downstream-of-ESR-membrane-signaling 22 8.10e-01 8.65e-01 0.08390 0.073300 4.07e-02 5.52e-01 7.41e-01
Base-Excision-Repair,-AP-Site-Formation 17 8.11e-01 8.65e-01 0.10500 0.057100 8.75e-02 6.83e-01 5.32e-01
Meiotic-recombination 23 8.16e-01 8.69e-01 0.05610 -0.012600 -5.47e-02 9.17e-01 6.50e-01
Signaling-by-Erythropoietin 24 8.20e-01 8.73e-01 0.03290 0.027100 -1.87e-02 8.18e-01 8.74e-01
E2F-mediated-regulation-of-DNA-replication 22 8.21e-01 8.73e-01 0.08090 0.039100 7.09e-02 7.51e-01 5.65e-01
NRIF-signals-cell-death-from-the-nucleus 16 8.26e-01 8.78e-01 0.09110 0.080500 4.26e-02 5.77e-01 7.68e-01
VEGFR2-mediated-cell-proliferation 19 8.26e-01 8.78e-01 0.09240 0.049200 7.82e-02 7.11e-01 5.55e-01
TP53-regulates-transcription-of-additional-cell-cycle-genes-whose-exact-role-in-the-p53-pathway-remain-uncertain 18 8.28e-01 8.79e-01 0.06390 -0.016700 -6.16e-02 9.02e-01 6.51e-01
Apoptosis 152 8.29e-01 8.80e-01 0.01420 -0.013700 3.72e-03 7.70e-01 9.37e-01
Repression-of-WNT-target-genes 14 8.34e-01 8.84e-01 0.12200 0.092800 7.92e-02 5.48e-01 6.08e-01
Insertion-of-tail-anchored-proteins-into-the-endoplasmic-reticulum-membrane 19 8.38e-01 8.88e-01 0.09930 0.060800 7.85e-02 6.47e-01 5.53e-01
Processing-and-activation-of-SUMO 10 8.40e-01 8.89e-01 0.06910 0.068700 6.97e-03 7.07e-01 9.70e-01
Uptake-and-function-of-anthrax-toxins 10 8.41e-01 8.89e-01 0.09150 -0.031700 -8.58e-02 8.62e-01 6.38e-01
MAP3K8-(TPL2)-dependent-MAPK1/3-activation 16 8.48e-01 8.96e-01 0.08790 0.076500 4.32e-02 5.96e-01 7.65e-01
G-alpha-(q)-signalling-events 118 8.50e-01 8.97e-01 0.04050 0.027200 3.00e-02 6.10e-01 5.74e-01
RNA-Polymerase-III-Transcription-Initiation-From-Type-1-Promoter 26 8.52e-01 8.98e-01 0.08520 -0.063400 -5.69e-02 5.76e-01 6.16e-01
Glutathione-synthesis-and-recycling 10 8.53e-01 8.98e-01 0.06980 0.010900 6.89e-02 9.52e-01 7.06e-01
Early-Phase-of-HIV-Life-Cycle 11 8.53e-01 8.98e-01 0.08700 -0.080700 -3.26e-02 6.43e-01 8.51e-01
DNA-Damage/Telomere-Stress-Induced-Senescence 25 8.55e-01 8.99e-01 0.08430 0.064700 5.41e-02 5.76e-01 6.40e-01
Activation-of-AMPK-downstream-of-NMDARs 10 8.56e-01 9.00e-01 0.04910 0.015100 -4.68e-02 9.34e-01 7.98e-01
SUMOylation-of-DNA-replication-proteins 45 8.60e-01 9.01e-01 0.02240 0.020900 -8.05e-03 8.09e-01 9.26e-01
Antigen-Presentation:-Folding,-assembly-and-peptide-loading-of-class-I-MHC 16 8.60e-01 9.01e-01 0.07950 -0.036200 -7.08e-02 8.02e-01 6.24e-01
Cholesterol-biosynthesis 23 8.60e-01 9.01e-01 0.08560 -0.054300 -6.61e-02 6.52e-01 5.83e-01
Regulation-of-TP53-Activity-through-Acetylation 28 8.61e-01 9.01e-01 0.06290 -0.030600 -5.49e-02 7.79e-01 6.15e-01
Cooperation-of-PDCL-(PhLP1)-and-TRiC/CCT-in-G-protein-beta-folding 31 8.61e-01 9.01e-01 0.07370 0.047000 5.68e-02 6.50e-01 5.85e-01
Negative-regulation-of-MAPK-pathway 38 8.69e-01 9.08e-01 0.06700 -0.047500 -4.72e-02 6.12e-01 6.15e-01
Erythropoietin-activates-RAS 13 8.69e-01 9.08e-01 0.03800 0.019500 -3.27e-02 9.03e-01 8.38e-01
Translocation-of-SLC2A4-(GLUT4)-to-the-plasma-membrane 51 8.70e-01 9.09e-01 0.04950 -0.027200 -4.13e-02 7.37e-01 6.10e-01
AKT-phosphorylates-targets-in-the-cytosol 14 8.71e-01 9.09e-01 0.06140 -0.015700 -5.94e-02 9.19e-01 7.01e-01
Fatty-acyl-CoA-biosynthesis 28 8.78e-01 9.16e-01 0.07120 -0.044500 -5.56e-02 6.84e-01 6.11e-01
Recognition-of-DNA-damage-by-PCNA-containing-replication-complex 29 8.82e-01 9.19e-01 0.02650 -0.025600 7.04e-03 8.12e-01 9.48e-01
RNA-Polymerase-III-Transcription-Initiation-From-Type-3-Promoter 26 8.83e-01 9.19e-01 0.02500 -0.014300 2.05e-02 9.00e-01 8.57e-01
ERKs-are-inactivated 12 8.90e-01 9.25e-01 0.06800 -0.023100 -6.40e-02 8.90e-01 7.01e-01
Activation-of-G-protein-gated-Potassium-channels 15 8.92e-01 9.25e-01 0.06980 -0.030700 -6.27e-02 8.37e-01 6.74e-01
G-protein-gated-Potassium-channels 15 8.92e-01 9.25e-01 0.06980 -0.030700 -6.27e-02 8.37e-01 6.74e-01
Inhibition--of-voltage-gated-Ca2+-channels-via-Gbeta/gamma-subunits 15 8.92e-01 9.25e-01 0.06980 -0.030700 -6.27e-02 8.37e-01 6.74e-01
RHO-GTPases-activate-IQGAPs 10 8.93e-01 9.25e-01 0.08810 0.078100 4.07e-02 6.69e-01 8.24e-01
Mitotic-Metaphase-and-Anaphase 165 8.98e-01 9.29e-01 0.02610 0.020900 1.56e-02 6.44e-01 7.30e-01
Signaling-by-NOTCH 164 8.98e-01 9.29e-01 0.02560 -0.020800 -1.50e-02 6.46e-01 7.41e-01
Purine-salvage 11 8.98e-01 9.29e-01 0.06860 -0.023600 -6.44e-02 8.92e-01 7.12e-01
TP53-Regulates-Transcription-of-Genes-Involved-in-G2-Cell-Cycle-Arrest 17 9.01e-01 9.31e-01 0.08440 0.063700 5.53e-02 6.49e-01 6.93e-01
Netrin-1-signaling 39 9.05e-01 9.34e-01 0.02360 -0.023600 8.40e-04 7.99e-01 9.93e-01
FCERI-mediated-Ca+2-mobilization 26 9.05e-01 9.34e-01 0.06720 0.044800 5.00e-02 6.92e-01 6.59e-01
Chaperone-Mediated-Autophagy 14 9.06e-01 9.34e-01 0.06580 -0.059500 -2.81e-02 7.00e-01 8.56e-01
Inhibition-of-replication-initiation-of-damaged-DNA-by-RB1/E2F1 13 9.08e-01 9.35e-01 0.09090 0.057500 7.04e-02 7.20e-01 6.60e-01
RNA-Polymerase-III-Chain-Elongation 16 9.13e-01 9.39e-01 0.07140 -0.059600 -3.93e-02 6.80e-01 7.85e-01
Mitotic-Anaphase 164 9.14e-01 9.39e-01 0.02340 0.019000 1.36e-02 6.75e-01 7.65e-01
Downstream-signal-transduction 28 9.15e-01 9.40e-01 0.05670 0.033500 4.57e-02 7.59e-01 6.76e-01
IRS-mediated-signalling 34 9.21e-01 9.46e-01 0.03910 0.035100 1.71e-02 7.23e-01 8.63e-01
Separation-of-Sister-Chromatids 154 9.23e-01 9.46e-01 0.02040 0.010400 1.76e-02 8.24e-01 7.07e-01
Positive-epigenetic-regulation-of-rRNA-expression 46 9.24e-01 9.47e-01 0.02580 -0.024900 -6.71e-03 7.70e-01 9.37e-01
Regulation-of-beta-cell-development 19 9.25e-01 9.47e-01 0.06420 0.051900 3.78e-02 6.95e-01 7.75e-01
rRNA-processing-in-the-nucleus-and-cytosol 156 9.28e-01 9.50e-01 0.01920 0.009540 1.66e-02 8.37e-01 7.20e-01
Regulation-of-IFNG-signaling 13 9.30e-01 9.51e-01 0.07930 -0.051000 -6.08e-02 7.50e-01 7.04e-01
NOTCH4-Intracellular-Domain-Regulates-Transcription 18 9.32e-01 9.52e-01 0.06750 0.044500 5.08e-02 7.44e-01 7.09e-01
Ca-dependent-events 32 9.35e-01 9.54e-01 0.02010 0.019900 -2.53e-03 8.45e-01 9.80e-01
PI3K-Cascade 30 9.35e-01 9.54e-01 0.05160 0.038000 3.49e-02 7.19e-01 7.41e-01
Synthesis-of-very-long-chain-fatty-acyl-CoAs 18 9.48e-01 9.65e-01 0.04890 0.025000 4.20e-02 8.54e-01 7.58e-01
Cleavage-of-the-damaged-pyrimidine 15 9.49e-01 9.65e-01 0.06110 0.037500 4.82e-02 8.01e-01 7.47e-01
Depyrimidination 15 9.49e-01 9.65e-01 0.06110 0.037500 4.82e-02 8.01e-01 7.47e-01
Recognition-and-association-of-DNA-glycosylase-with-site-containing-an-affected-pyrimidine 15 9.49e-01 9.65e-01 0.06110 0.037500 4.82e-02 8.01e-01 7.47e-01
p38MAPK-events 12 9.50e-01 9.65e-01 0.02460 0.010500 -2.23e-02 9.50e-01 8.94e-01
Programmed-Cell-Death 155 9.53e-01 9.68e-01 0.00777 -0.000879 7.72e-03 9.85e-01 8.69e-01
Major-pathway-of-rRNA-processing-in-the-nucleolus-and-cytosol 147 9.54e-01 9.68e-01 0.01350 0.005440 1.24e-02 9.09e-01 7.96e-01
RNA-Polymerase-III-Transcription-Initiation 34 9.55e-01 9.68e-01 0.03990 -0.026300 -3.00e-02 7.91e-01 7.63e-01
CD209-(DC-SIGN)-signaling 18 9.56e-01 9.68e-01 0.04090 -0.018600 -3.64e-02 8.91e-01 7.89e-01
Initial-triggering-of-complement 11 9.59e-01 9.71e-01 0.03150 0.031400 2.45e-03 8.57e-01 9.89e-01
CaM-pathway 30 9.64e-01 9.73e-01 0.01250 0.008680 -9.04e-03 9.34e-01 9.32e-01
Calmodulin-induced-events 30 9.64e-01 9.73e-01 0.01250 0.008680 -9.04e-03 9.34e-01 9.32e-01
Spry-regulation-of-FGF-signaling 16 9.66e-01 9.75e-01 0.03920 -0.018500 -3.46e-02 8.98e-01 8.11e-01
Opioid-Signalling 72 9.68e-01 9.76e-01 0.00783 0.003990 -6.74e-03 9.53e-01 9.21e-01
Diseases-of-carbohydrate-metabolism 29 9.74e-01 9.82e-01 0.03280 0.024000 2.24e-02 8.23e-01 8.35e-01
NOTCH2-Activation-and-Transmission-of-Signal-to-the-Nucleus 21 9.75e-01 9.82e-01 0.01900 0.018900 2.71e-03 8.81e-01 9.83e-01
FGFR1-mutant-receptor-activation 25 9.76e-01 9.82e-01 0.01630 -0.001540 -1.63e-02 9.89e-01 8.88e-01
Formation-of-the-beta-catenin:TCF-transactivating-complex 31 9.77e-01 9.82e-01 0.02670 0.021900 1.52e-02 8.33e-01 8.83e-01
MECP2-regulates-neuronal-receptors-and-channels 12 9.78e-01 9.82e-01 0.02400 0.023700 3.68e-03 8.87e-01 9.82e-01
PKMTs-methylate-histone-lysines 42 9.81e-01 9.85e-01 0.02100 -0.017300 -1.21e-02 8.47e-01 8.92e-01
HuR-(ELAVL1)-binds-and-stabilizes-mRNA 10 9.86e-01 9.89e-01 0.03100 -0.027300 -1.46e-02 8.81e-01 9.36e-01
Glucagon-like-Peptide-1-(GLP1)-regulates-insulin-secretion 31 9.87e-01 9.89e-01 0.01040 0.000508 1.04e-02 9.96e-01 9.20e-01
NOD1/2-Signaling-Pathway 28 9.91e-01 9.93e-01 0.00721 0.001710 -7.00e-03 9.87e-01 9.49e-01
Inactivation,-recovery-and-regulation-of-the-phototransduction-cascade 17 9.97e-01 9.97e-01 0.01260 -0.010400 -7.04e-03 9.41e-01 9.60e-01
The-phototransduction-cascade 17 9.97e-01 9.97e-01 0.01260 -0.010400 -7.04e-03 9.41e-01 9.60e-01



Detailed Gene set reports


The-citric-acid-(TCA)-cycle-and-respiratory-electron-transport

The-citric-acid-(TCA)-cycle-and-respiratory-electron-transport
metric value
setSize 167
pMANOVA 1.25e-82
p.adjustMANOVA 1.6e-79
s.dist 1.17
s.young -0.835
s.old -0.813
p.young 5.14e-78
p.old 5.46e-74




Top 20 genes
Gene young old
Adhfe1 -7349 -7821
Ldhb -7348 -7811
Sdha -7346 -7813
Ndufb8 -7343 -7800
Atp5o -7347 -7794
Sdhd -7333 -7791
Etfa -7323 -7764
Etfdh -7269 -7789
Ndufc2 -7325 -7719
Ndufa9 -7317 -7720
Atp5l -7340 -7690
Uqcr11 -7327 -7657
Sucla2 -7292 -7689
Mpc2 -7294 -7670
Ndufv2 -7260 -7683
Suclg2 -7193 -7724
Uqcrfs1 -7311 -7599
Idh3b -7322 -7586
Dld -7216 -7696
Uqcrh -7334 -7571

Click HERE to show all gene set members

All member genes
young old
Acad9 -6612 -6647
Aco2 -6436 -6977
Adhfe1 -7349 -7821
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Bsg -6548 -7267
Coq10a -7209 -7269
Coq10b -5270 -2925
Cox11 -4941 -6003
Cox14 -7095 -6340
Cox16 -5100 -3654
Cox18 -4863 -4177
Cox19 6674 6213
Cox20 -4854 -5240
Cox4i1 -7272 -7222
Cox5a -7164 -7617
Cox5b -6986 -7126
Cox6a1 -5249 -3806
Cox6b1 -7136 -6612
Cox6c -7114 -7331
Cox7a2l -6270 -6466
Cox7b -7084 -7330
Cox7c -6438 -7237
Cox8a -3627 -1367
Cs -7238 -7580
Cyc1 -7237 -7220
Cycs -7133 -7302
D2hgdh -7104 -7565
Dlat -7003 -7332
Dld -7216 -7696
Dlst -7165 -7693
Dmac2l -6520 -7171
Ecsit -6908 -6444
Etfa -7323 -7764
Etfb -7336 -7558
Etfdh -7269 -7789
Fahd1 -7052 -7556
Fh1 -7115 -7449
Glo1 -5689 -5454
Gstz1 -6066 -6846
Hagh 3129 -1329
Idh2 -6961 -7381
Idh3a -7085 -7634
Idh3b -7322 -7586
Idh3g -7228 -7314
L2hgdh -6879 -7484
Ldha 3559 -4312
Ldhb -7348 -7811
Lrpprc -7024 -7746
Mdh2 -7233 -7179
Me1 -6765 -6942
Me2 5856 4582
Me3 -7147 -7472
Mpc1 -7043 -7036
Mpc2 -7294 -7670
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Ndufa1 -5430 -6709
Ndufa10 -7288 -7572
Ndufa11 -7330 -7448
Ndufa12 -7240 -7308
Ndufa13 -7053 -7089
Ndufa2 -6895 -6030
Ndufa3 -7000 -7510
Ndufa4 -7274 -7232
Ndufa5 -7189 -7647
Ndufa6 -6698 -7117
Ndufa7 -7328 -7459
Ndufa8 -7315 -7154
Ndufa9 -7317 -7720
Ndufab1 -7247 -7579
Ndufaf1 -7011 -7559
Ndufaf2 -4758 -5261
Ndufaf3 -4910 -5440
Ndufaf4 -6419 -7254
Ndufaf5 -5750 -6463
Ndufaf6 -6271 -7083
Ndufaf7 -5738 -6678
Ndufb1-ps -5319 -6906
Ndufb10 -7199 -7209
Ndufb2 -7214 -7114
Ndufb3 -6549 -6607
Ndufb4 -7132 -7245
Ndufb5 -7181 -6935
Ndufb6 -6950 -7112
Ndufb7 -7225 -6331
Ndufb8 -7343 -7800
Ndufb9 -7140 -7223
Ndufc1 -6951 -7311
Ndufc2 -7325 -7719
Ndufs1 -7157 -7633
Ndufs2 -7314 -7534
Ndufs3 -7291 -7530
Ndufs4 -7275 -7583
Ndufs5 -7010 -7087
Ndufs6 -7098 -7550
Ndufs7 -7258 -6981
Ndufs8 -7303 -7304
Ndufv1 -7186 -6904
Ndufv2 -7260 -7683
Ndufv3 -7034 -7419
Nnt -6917 -7798
Nubpl -6153 -6907
Ogdh -7013 -7475
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pdk1 4156 -6364
Pdk2 -6889 -7055
Pdk3 6805 6440
Pdk4 -1655 1645
Pdp1 -4181 -5275
Pdp2 -5917 -7570
Pdpr -5996 -7506
Ppard -5588 -4490
Rxra -6194 -6804
Sco1 -6462 -6322
Sco2 -3709 -4161
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Slc16a1 -5936 -4200
Slc16a3 7305 6044
Slc16a8 -4482 -3791
Slc25a14 4008 2705
Slc25a27 1019 1297
Sucla2 -7292 -7689
Suclg1 -7259 -7645
Suclg2 -7193 -7724
Surf1 -5087 -5645
Taco1 -6970 -7208
Timmdc1 -6360 -5463
Tmem126b -5883 -7021
Trap1 -6975 -6844
Ucp2 -3935 3288
Ucp3 -3606 -5388
Uqcr10 -6171 -4525
Uqcr11 -7327 -7657
Uqcrb -6857 -7389
Uqcrc1 -7297 -7415
Uqcrc2 -7191 -7618
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Uqcrq -7158 -7033
Vdac1 -7008 -7195





Respiratory-electron-transport,-ATP-synthesis-by-chemiosmotic-coupling,-and-heat-production-by-uncoupling-proteins.

Respiratory-electron-transport,-ATP-synthesis-by-chemiosmotic-coupling,-and-heat-production-by-uncoupling-proteins.
metric value
setSize 120
pMANOVA 4.61e-65
p.adjustMANOVA 2.95e-62
s.dist 1.22
s.young -0.883
s.old -0.836
p.young 5.28e-63
p.old 1.12e-56




Top 20 genes
Gene young old
Sdha -7346 -7813
Ndufb8 -7343 -7800
Atp5o -7347 -7794
Sdhd -7333 -7791
Etfa -7323 -7764
Etfdh -7269 -7789
Ndufc2 -7325 -7719
Ndufa9 -7317 -7720
Atp5l -7340 -7690
Uqcr11 -7327 -7657
Ndufv2 -7260 -7683
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Etfb -7336 -7558
mt-Co1 -7257 -7632
Ndufa10 -7288 -7572
Ndufs4 -7275 -7583
Ndufs2 -7314 -7534
Ndufa5 -7189 -7647
Ndufab1 -7247 -7579

Click HERE to show all gene set members

All member genes
young old
Acad9 -6612 -6647
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Coq10a -7209 -7269
Coq10b -5270 -2925
Cox11 -4941 -6003
Cox14 -7095 -6340
Cox16 -5100 -3654
Cox18 -4863 -4177
Cox19 6674 6213
Cox20 -4854 -5240
Cox4i1 -7272 -7222
Cox5a -7164 -7617
Cox5b -6986 -7126
Cox6a1 -5249 -3806
Cox6b1 -7136 -6612
Cox6c -7114 -7331
Cox7a2l -6270 -6466
Cox7b -7084 -7330
Cox7c -6438 -7237
Cox8a -3627 -1367
Cyc1 -7237 -7220
Cycs -7133 -7302
Dmac2l -6520 -7171
Ecsit -6908 -6444
Etfa -7323 -7764
Etfb -7336 -7558
Etfdh -7269 -7789
Lrpprc -7024 -7746
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Ndufa1 -5430 -6709
Ndufa10 -7288 -7572
Ndufa11 -7330 -7448
Ndufa12 -7240 -7308
Ndufa13 -7053 -7089
Ndufa2 -6895 -6030
Ndufa3 -7000 -7510
Ndufa4 -7274 -7232
Ndufa5 -7189 -7647
Ndufa6 -6698 -7117
Ndufa7 -7328 -7459
Ndufa8 -7315 -7154
Ndufa9 -7317 -7720
Ndufab1 -7247 -7579
Ndufaf1 -7011 -7559
Ndufaf2 -4758 -5261
Ndufaf3 -4910 -5440
Ndufaf4 -6419 -7254
Ndufaf5 -5750 -6463
Ndufaf6 -6271 -7083
Ndufaf7 -5738 -6678
Ndufb1-ps -5319 -6906
Ndufb10 -7199 -7209
Ndufb2 -7214 -7114
Ndufb3 -6549 -6607
Ndufb4 -7132 -7245
Ndufb5 -7181 -6935
Ndufb6 -6950 -7112
Ndufb7 -7225 -6331
Ndufb8 -7343 -7800
Ndufb9 -7140 -7223
Ndufc1 -6951 -7311
Ndufc2 -7325 -7719
Ndufs1 -7157 -7633
Ndufs2 -7314 -7534
Ndufs3 -7291 -7530
Ndufs4 -7275 -7583
Ndufs5 -7010 -7087
Ndufs6 -7098 -7550
Ndufs7 -7258 -6981
Ndufs8 -7303 -7304
Ndufv1 -7186 -6904
Ndufv2 -7260 -7683
Ndufv3 -7034 -7419
Nubpl -6153 -6907
Sco1 -6462 -6322
Sco2 -3709 -4161
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Slc25a14 4008 2705
Slc25a27 1019 1297
Surf1 -5087 -5645
Taco1 -6970 -7208
Timmdc1 -6360 -5463
Tmem126b -5883 -7021
Trap1 -6975 -6844
Ucp2 -3935 3288
Ucp3 -3606 -5388
Uqcr10 -6171 -4525
Uqcr11 -7327 -7657
Uqcrb -6857 -7389
Uqcrc1 -7297 -7415
Uqcrc2 -7191 -7618
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Uqcrq -7158 -7033





Respiratory-electron-transport

Respiratory-electron-transport
metric value
setSize 100
pMANOVA 4.63e-57
p.adjustMANOVA 1.97e-54
s.dist 1.25
s.young -0.904
s.old -0.859
p.young 2.8e-55
p.old 4.76e-50




Top 20 genes
Gene young old
Sdha -7346 -7813
Ndufb8 -7343 -7800
Sdhd -7333 -7791
Etfa -7323 -7764
Etfdh -7269 -7789
Ndufc2 -7325 -7719
Ndufa9 -7317 -7720
Uqcr11 -7327 -7657
Ndufv2 -7260 -7683
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Etfb -7336 -7558
mt-Co1 -7257 -7632
Ndufa10 -7288 -7572
Ndufs4 -7275 -7583
Ndufs2 -7314 -7534
Ndufa5 -7189 -7647
Ndufab1 -7247 -7579
Ndufs3 -7291 -7530
Uqcrc2 -7191 -7618

Click HERE to show all gene set members

All member genes
young old
Acad9 -6612 -6647
Coq10a -7209 -7269
Coq10b -5270 -2925
Cox11 -4941 -6003
Cox14 -7095 -6340
Cox16 -5100 -3654
Cox18 -4863 -4177
Cox19 6674 6213
Cox20 -4854 -5240
Cox4i1 -7272 -7222
Cox5a -7164 -7617
Cox5b -6986 -7126
Cox6a1 -5249 -3806
Cox6b1 -7136 -6612
Cox6c -7114 -7331
Cox7a2l -6270 -6466
Cox7b -7084 -7330
Cox7c -6438 -7237
Cox8a -3627 -1367
Cyc1 -7237 -7220
Cycs -7133 -7302
Ecsit -6908 -6444
Etfa -7323 -7764
Etfb -7336 -7558
Etfdh -7269 -7789
Lrpprc -7024 -7746
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Ndufa1 -5430 -6709
Ndufa10 -7288 -7572
Ndufa11 -7330 -7448
Ndufa12 -7240 -7308
Ndufa13 -7053 -7089
Ndufa2 -6895 -6030
Ndufa3 -7000 -7510
Ndufa4 -7274 -7232
Ndufa5 -7189 -7647
Ndufa6 -6698 -7117
Ndufa7 -7328 -7459
Ndufa8 -7315 -7154
Ndufa9 -7317 -7720
Ndufab1 -7247 -7579
Ndufaf1 -7011 -7559
Ndufaf2 -4758 -5261
Ndufaf3 -4910 -5440
Ndufaf4 -6419 -7254
Ndufaf5 -5750 -6463
Ndufaf6 -6271 -7083
Ndufaf7 -5738 -6678
Ndufb1-ps -5319 -6906
Ndufb10 -7199 -7209
Ndufb2 -7214 -7114
Ndufb3 -6549 -6607
Ndufb4 -7132 -7245
Ndufb5 -7181 -6935
Ndufb6 -6950 -7112
Ndufb7 -7225 -6331
Ndufb8 -7343 -7800
Ndufb9 -7140 -7223
Ndufc1 -6951 -7311
Ndufc2 -7325 -7719
Ndufs1 -7157 -7633
Ndufs2 -7314 -7534
Ndufs3 -7291 -7530
Ndufs4 -7275 -7583
Ndufs5 -7010 -7087
Ndufs6 -7098 -7550
Ndufs7 -7258 -6981
Ndufs8 -7303 -7304
Ndufv1 -7186 -6904
Ndufv2 -7260 -7683
Ndufv3 -7034 -7419
Nubpl -6153 -6907
Sco1 -6462 -6322
Sco2 -3709 -4161
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Surf1 -5087 -5645
Taco1 -6970 -7208
Timmdc1 -6360 -5463
Tmem126b -5883 -7021
Trap1 -6975 -6844
Uqcr10 -6171 -4525
Uqcr11 -7327 -7657
Uqcrb -6857 -7389
Uqcrc1 -7297 -7415
Uqcrc2 -7191 -7618
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Uqcrq -7158 -7033





Metabolism

Metabolism
metric value
setSize 1613
pMANOVA 5.51e-49
p.adjustMANOVA 1.76e-46
s.dist 0.3
s.young -0.2
s.old -0.224
p.young 1.76e-39
p.old 2.43e-49




Top 20 genes
Gene young old
Adhfe1 -7349 -7821
Ldhb -7348 -7811
Sdha -7346 -7813
Bckdha -7342 -7803
Ndufb8 -7343 -7800
Atp5o -7347 -7794
Sdhd -7333 -7791
Fbp2 -7329 -7784
Rpl3l -7308 -7793
Etfa -7323 -7764
Hadh -7309 -7774
Acsl6 -7255 -7818
Acaa2 -7293 -7768
Eci1 -7341 -7716
Hadhb -7300 -7759
Etfdh -7269 -7789
Acot2 -7253 -7797
Ndufc2 -7325 -7719
Decr1 -7267 -7777
Ndufa9 -7317 -7720

Click HERE to show all gene set members

All member genes
young old
Aaas -621 4067
Aacs 4302 4629
Aasdhppt -5332 -6024
Aass 2387 -691
Abca1 5067 -281
Abcb1a -4791 -6980
Abcb4 7210 6934
Abcb7 -4170 -6013
Abcc1 6729 6819
Abcc3 -27 473
Abcc5 -766 3315
Abcc8 -3063 5569
Abcd1 -6190 -6228
Abcd4 4811 4646
Abhd10 -5446 -5667
Abhd14b -1058 -3628
Abhd3 -1534 -4787
Abhd4 6723 4307
Abhd5 -5259 -6321
Acaa2 -7293 -7768
Acaca 3453 -653
Acacb -6936 -7366
Acad11 -7134 -7691
Acad12 -6749 -6851
Acad8 -6496 -7039
Acad9 -6612 -6647
Acadl -6920 -7478
Acadm -7198 -7598
Acads -7280 -7250
Acadsb -5889 -7297
Acadvl -7306 -7500
Acat1 -7263 -7711
Acbd4 3015 4544
Acbd5 6712 4401
Acbd6 -5225 -2979
Acer2 3412 -4615
Acer3 -4605 -2376
Ache 2008 -1040
Acly -3791 -3425
Aco2 -6436 -6977
Acot11 -6459 -7215
Acot13 -7060 -7028
Acot2 -7253 -7797
Acot4 825 -4529
Acot6 3177 -2145
Acot7 -5971 -6960
Acot8 559 -172
Acot9 7045 6582
Acox1 -4724 -7321
Acox3 1630 -3864
Acp6 -6447 -7191
Acsf2 -5910 -7231
Acsf3 -6626 -7575
Acsl1 -6926 -7461
Acsl3 2818 -794
Acsl4 4513 954
Acsl5 3226 5103
Acsl6 -7255 -7818
Acss1 -6305 -7406
Acss2 -2290 -928
Acss3 -6033 -5191
Acy1 -6769 -7455
Acy3 -5853 -6710
Ada 5174 1816
Adal -4577 -4407
Adcy1 -6563 -7364
Adcy2 5556 5860
Adcy3 4131 2305
Adcy4 -5866 -4935
Adcy5 2555 4612
Adcy6 -5219 -4103
Adcy7 7472 6866
Adcy9 -4881 -5347
Adh1 -6458 -7736
Adh5 -6016 -6729
Adhfe1 -7349 -7821
Adi1 -7100 -7626
Adipor1 -5064 -2432
Adipor2 -5964 -6625
Adk -7239 -7666
Ado 23 -3026
Adpgk 4874 6241
Adprm -3014 -293
Adra2c -1945 2287
Adsl -6977 -6230
Afmid -2177 -5588
Agk -4625 -6343
Agl -6450 -7289
Agmo 3384 5619
Agpat1 -4882 -3988
Agpat2 -6388 -6657
Agpat3 -6640 -7071
Agpat4 4662 6089
Agpat5 -6415 -5448
Agps -605 -2899
Agrn -247 199
Agt -4320 -6233
Ahcyl1 366 -4646
Ahr -4294 -7324
Ahrr -6799 -7285
Aimp1 -2872 -3408
Aimp2 -1669 2875
Aip 1548 2004
Ak1 -6948 -6467
Ak2 -4753 -4622
Ak4 -5052 -7686
Akap5 -5903 -5346
Akr1a1 4454 2681
Akr1b3 -6803 -6959
Akr1b8 6176 5778
Akr7a5 -6955 -6221
Akt1 -6210 -5765
Alad -6408 -7246
Alas1 -6613 -7012
Alas2 -622 -3401
Alb -2631 1215
Aldh18a1 6276 3540
Aldh1b1 -6065 -5168
Aldh1l1 3338 -5483
Aldh1l2 -6464 -7458
Aldh2 -7079 -7142
Aldh3a1 888 4513
Aldh3a2 -30 -948
Aldh3b1 2547 2932
Aldh4a1 -7153 -7436
Aldh6a1 -6998 -7778
Aldh7a1 340 -5395
Aldh9a1 -3846 -6971
Aldoa -6760 -6877
Aldob -4396 -1794
Alox12 -652 -4906
Alox5 -6090 -7663
Alox5ap 925 -623
Alox8 -2406 3609
Amacr -6767 -7086
Amd2 -4381 -1651
Ampd2 5875 5359
Ampd3 -40 932
Amt -5168 1070
Angptl4 302 -3528
Ankrd1 7476 6925
Aoc2 -982 2100
Aoc3 2984 -4451
Aox1 -3568 -5873
Apip -6666 -7349
Apoa1 -3117 -370
Apoa2 -4104 -1788
Apob -2312 1254
Apoe 948 -334
Aprt 3957 4574
Arf1 -59 -3518
Arf3 6868 5063
Arnt 5880 5777
Arnt2 3608 3095
Arntl 4182 -1853
Arsa 3605 -897
Arsb 6684 5613
Arsg 5743 5658
Arsi -5136 -5584
Arsj -449 -2677
Arsk 5442 4251
Arv1 -108 210
As3mt -6987 -7385
Asah1 6043 3973
Asah2 1176 -4555
Asl 7069 6794
Asns 4991 912
Aspa 530 1151
Asrgl1 -5841 -3768
Ass1 4425 5786
Atic 5874 4472
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Auh -6904 -7596
Azin1 7005 6713
Azin2 5514 5956
B3galnt1 5778 2318
B3galt1 5246 6656
B3galt2 6942 6534
B3galt4 3003 4149
B3galt6 4154 3582
B3gat2 2242 2141
B3gat3 -677 -1460
B3gnt2 6711 5903
B3gnt3 -5788 -6546
B4galnt1 5962 6221
B4galt1 3267 1068
B4galt2 6315 4664
B4galt3 -4310 -1405
B4galt4 -4249 -652
B4galt5 6407 5561
B4galt6 6036 6103
B4galt7 -1177 -3787
Bcat1 4700 5242
Bcat2 -6905 -7609
Bche 5266 6487
Bckdha -7342 -7803
Bckdhb -6907 -7611
Bckdk -6679 -6373
Bdh1 7034 -1618
Bdh2 -195 -88
Bgn 7481 6830
Bhmt -2632 2010
Blvra 471 -3448
Blvrb 1034 -3807
Bmx 5463 1734
Bpgm -2698 -3560
Bphl -6195 -6442
Bpnt1 -5976 -4937
Brip1 1464 3982
Bsg -6548 -7267
Bst1 3734 939
Btd 5564 5009
Cacna1a -3426 5118
Cacna1c -3035 -6072
Cacna1d -368 -2755
Cacna1e 3836 2997
Cacna2d2 -232 3850
Cacnb2 -5371 -6792
Cacnb3 6991 5679
Cad 2201 -3514
Calm1 -4595 -4970
Car13 -613 1473
Car14 -7076 -7760
Car2 -499 -6135
Car3 -1211 -3426
Car4 -6160 -7244
Car5b 2656 3024
Car7 -2190 -4233
Car9 6540 6683
Carm1 -1701 -5594
Carnmt1 -7017 -6894
Carns1 -4558 -4571
Cav1 -5892 -7143
Cbr1 -5186 -6178
Cbr3 4810 4342
Cbr4 -6830 -7226
Cbs -35 2170
Ccnc 3190 2238
Cd320 -4968 -5750
Cd36 -5986 -7614
Cd38 993 -2160
Cd44 7295 7013
Cda 4564 6277
Cdipt -1066 1943
Cdk19 2454 4015
Cdk8 6754 5462
Cdo1 -2028 -1915
Cds1 4034 -6561
Cds2 -4274 -3035
Cemip 3758 3579
Cept1 -4667 -4738
Cerk 1237 -682
Cers2 4517 5812
Cers4 775 433
Cers5 985 4266
Cers6 7092 3598
Ch25h 4808 3678
Chac1 -1375 1431
Chac2 -5477 -6884
Chd9 6475 5594
Chka 4684 3845
Chkb -6441 -7178
Chp1 -1311 -5595
Chpf 7328 5652
Chpf2 6949 6362
Chpt1 -7142 -6809
Chrm3 225 -2399
Chst1 1851 -809
Chst11 1137 4315
Chst12 4324 4171
Chst14 5647 3716
Chst15 -359 -4584
Chst2 1230 685
Chst3 6451 6127
Chst7 1335 -705
Chsy1 7110 5672
Chsy3 6387 6260
Ciao1 -3511 -3144
Ciao2b 3162 2235
Ciao3 -6342 -5446
Ciapin1 -6316 -6818
Cidea 837 295
Ckb 7244 4926
Ckm -7215 -7641
Ckmt2 -7223 -7479
Clock 2389 -3620
Cmbl -6319 -5572
Cmpk1 6132 946
Cndp2 4741 -946
Coasy -5208 -5639
Comt 2076 4068
Coq10a -7209 -7269
Coq10b -5270 -2925
Coq2 -7039 -7275
Coq3 -6915 -7413
Coq5 -7232 -7551
Coq6 -7111 -7345
Coq7 -6572 -6603
Coq9 -7305 -7450
Cox10 -7063 -7211
Cox11 -4941 -6003
Cox14 -7095 -6340
Cox16 -5100 -3654
Cox18 -4863 -4177
Cox19 6674 6213
Cox20 -4854 -5240
Cox4i1 -7272 -7222
Cox5a -7164 -7617
Cox5b -6986 -7126
Cox6a1 -5249 -3806
Cox6b1 -7136 -6612
Cox6c -7114 -7331
Cox7a2l -6270 -6466
Cox7b -7084 -7330
Cox7c -6438 -7237
Cox8a -3627 -1367
Cpne1 5193 4338
Cpne3 568 -3635
Cpne7 4472 1723
Cpox -4331 -6386
Cps1 -3405 1717
Cpt1a 3375 -3304
Cpt1b -6751 -7032
Cpt2 -7007 -7546
Cptp -650 -1108
Crat -7321 -7591
Crebbp -3332 -3533
Crls1 -2528 -6363
Crot -1116 -3382
Cryl1 1395 -2308
Cs -7238 -7580
Csad 6740 -92
Csgalnact1 2042 -2352
Csgalnact2 6411 5972
Csnk1g2 -1867 -1025
Csnk2a1 -6837 -7714
Csnk2a2 2827 -156
Csnk2b -4627 -5569
Cspg4 7500 6779
Cspg5 -3048 1942
Ctps -880 -3797
Ctps2 2846 3943
Ctsa 3546 448
Cubn -5532 -3322
Cyb5a 4661 2737
Cyb5b -3095 -5778
Cyb5r3 7460 6850
Cyc1 -7237 -7220
Cycs -7133 -7302
Cygb 6925 6051
Cyp1b1 7393 6028
Cyp26b1 -5413 -5234
Cyp27a1 4250 3986
Cyp2e1 -5364 1158
Cyp2r1 2096 2307
Cyp2s1 5484 5357
Cyp2u1 -6251 -6620
Cyp39a1 5373 3249
Cyp3a13 -7338 -6252
Cyp46a1 3175 2449
Cyp4b1 -6994 -6671
Cyp4f17 2111 2302
Cyp4v3 1947 2922
Cyp51 1692 -4686
Cyp7b1 -361 -1822
D2hgdh -7104 -7565
Dbh -7033 -5268
Dbi -6324 -6808
Dbt -6615 -7756
Dck 3571 2747
Dcn 7414 6701
Dct -827 -752
Dctd 1948 -1237
Dctpp1 -6036 -5416
Dcxr -3853 -4216
Ddah1 7167 6125
Ddah2 5362 5358
Ddc 4170 2144
Ddhd1 6916 6717
Ddhd2 3184 -3909
Ddo -5929 -5213
Decr1 -7267 -7777
Decr2 -2640 -3902
Degs2 -1416 993
Dera 5642 2254
Dgat1 -4190 -4756
Dgat2 -7202 -7707
Dguok -5826 -6315
Dhcr24 2696 5785
Dhcr7 -1331 -2195
Dhfr 3475 -3357
Dhodh -6573 -6194
Dhrs7b 701 2189
Dhtkd1 -4047 -5919
Dio2 7388 6999
Dlat -7003 -7332
Dld -7216 -7696
Dlst -7165 -7693
Dmac2l -6520 -7171
Dnm2 -4130 324
Dnph1 -2380 -1399
Dpep1 6542 -2015
Dpep2 2183 4844
Dpyd -6108 -7600
Dse 7298 6706
Dsel 7222 6720
Dtymk 963 1436
Duox1 -6105 -6117
Duox2 -637 2294
Dut -6277 -6663
Ebp -4138 3561
Echs1 -7313 -7662
Eci1 -7341 -7716
Ecsit -6908 -6444
Eef1e1 -4012 130
Eefsec 1269 951
Ehhadh -5758 -7027
Elovl1 5112 5663
Elovl5 -3997 -5603
Elovl6 3634 2877
Elovl7 4758 -245
Eno2 5951 5994
Eno3 -7068 -7520
Enoph1 1804 -600
Enpp1 7412 6989
Enpp2 -6341 -7019
Enpp3 -1951 1359
Enpp6 7214 5995
Entpd1 5390 4734
Entpd2 3179 4833
Entpd4 -6245 -5953
Entpd5 -7071 -7638
Entpd6 -6808 -6766
Entpd7 6028 5286
Ep300 -2809 -454
Ephx1 5852 6322
Ephx2 -6954 -7595
Epm2a -3265 -4231
Ercc2 -3616 -1854
Esd 5885 6236
Esrra -6804 -5371
Esyt1 4773 5394
Esyt2 4137 4086
Etfa -7323 -7764
Etfb -7336 -7558
Etfdh -7269 -7789
Ethe1 -6340 -6782
Etnk1 -4063 -5539
Etnk2 -2993 2158
Ext1 6621 6756
Ext2 1986 -1619
Faah 5123 5120
Fabp3 -5416 -6575
Fabp4 -2511 -7146
Fabp5 -285 -5130
Fads1 6269 5837
Fads2 6205 6018
Fah -3841 -7452
Fahd1 -7052 -7556
Fam120b -1758 590
Far1 5654 4954
Far2 -356 2061
Fasn 4789 4808
Fau 519 -1304
Fbp2 -7329 -7784
Fdft1 -6800 -7660
Fdps -3157 -4647
Fdx1 -6618 -6735
Fech -5630 -7325
Fh1 -7115 -7449
Fhl2 -6336 -6536
Fig4 -5247 -5014
Fitm1 -7108 -6932
Fitm2 -6960 -7139
Flad1 -6729 -6342
Flvcr1 -1608 -2467
Fmo1 -3573 1823
Fmo2 1530 4884
Fmod 6247 6867
Folr2 -5324 -4446
Fpgs 3615 -12
Fut10 5116 3585
Fut11 5665 5481
Fut4 107 -1713
Fxn -6784 -6569
G0s2 -6461 -6515
G6pc3 -4978 -4611
Gaa -6181 -3586
Galc 5330 5745
Gale 1824 -444
Galk1 4677 1161
Galt -5538 -5861
Gamt 2034 -2938
Gapdhs -2761 375
Gart -4184 -4191
Gatm 5165 1213
Gba 6569 5896
Gba2 -5912 -4220
Gbe1 1051 2417
Gc -2575 2559
Gcat -3565 -6828
Gcdh -7112 -7726
Gch1 -5671 58
Gchfr -5040 -6739
Gck 6897 4422
Gclc 3359 5552
Gclm 2427 2372
Gcsh -4256 -7388
Gda -4999 -5846
Gde1 1830 1866
Gdpd1 -5391 -5869
Gdpd3 -300 692
Gdpd5 -6257 -7242
Ggct -4419 3751
Ggps1 1607 787
Ggt5 -2340 -6497
Ggt7 5357 4850
Gla 4660 3638
Glb1 5822 1047
Glb1l 5086 5055
Glce 179 -4014
Gldc -2462 1585
Glipr1 3778 4062
Glo1 -5689 -5454
Glrx -6526 -5907
Glrx5 -6203 -4666
Gls 761 3611
Gls2 1448 2505
Gltp 3414 115
Glud1 -6306 -7705
Glul 5185 -3734
Glyctk 589 -3235
Gm11808 -5706 -216
Gm20517 4105 -1043
Gm28042 -6038 -5882
Gm2a 4865 2353
Gm49336 3826 3163
Gm50388 -923 1381
Gmpr -6660 -5971
Gmpr2 920 -1557
Gmps -4531 -6192
Gna11 -4353 -3900
Gna15 -635 -2576
Gnai1 6499 6092
Gnai2 3854 1841
Gnas 5370 2987
Gnb1 3378 553
Gnb2 2426 -280
Gnb3 -4309 -7248
Gnb4 4703 4055
Gnb5 -739 -4170
Gng10 3588 3127
Gng11 -2381 -3084
Gng12 2443 -1045
Gng2 2834 1842
Gng8 6555 5926
Gngt2 -3723 -2987
Gnmt -3686 -5324
Gnpat -7105 -7547
Gnpda1 -60 -2955
Gnpda2 -899 -1019
Gns -4478 -5630
Got1 -7159 -7522
Got2 -6849 -6590
Gpam -6358 -7122
Gpat3 -6774 -7555
Gpat4 -1288 -3108
Gpc1 -3801 -4293
Gpc3 2127 -5769
Gpc4 -3619 -6582
Gpc6 6891 6273
Gpcpd1 -5880 -7421
Gpd1 -7040 -7090
Gpd1l -6427 -6200
Gpd2 -5217 -5433
Gphn -3470 -5219
Gpi1 729 -2017
Gpihbp1 -3847 -6453
Gps2 -776 1748
Gpt -6704 -7562
Gpt2 -7080 -7535
Gpx1 6364 6250
Gpx4 -5191 -4638
Grhpr 1747 -5672
Gsr -2257 -2617
Gss 4249 5167
Gsta3 -5149 195
Gstk1 -7200 -7732
Gstm4 -132 -2249
Gstm5 -4095 -1092
Gstm7 -7077 -6817
Gsto1 3616 410
Gsto2 -2051 -2089
Gstp1 -5950 -3595
Gstt2 -6432 -5965
Gstz1 -6066 -6846
Guk1 -6259 -6154
Gusb 6165 4930
Gyg 7060 6463
Gys1 -6695 -7456
H2-Ke6 -6180 -5754
Hacd1 -4729 1304
Hacd2 4010 -3297
Hacd3 3435 5413
Hacd4 5683 4021
Hadh -7309 -7774
Hadha -7254 -7673
Hadhb -7300 -7759
Hagh 3129 -1329
Has2 3121 -228
Has3 -4602 2169
Hdac3 -6017 -6749
Hdc 4610 3663
Helz2 -4511 2213
Hexa 7315 6493
Hexb 5022 5616
Hibadh -7283 -7717
Hibch -6982 -7198
Hilpda 4562 -2593
Hk1 -573 1353
Hk2 -6466 -7376
Hk3 116 -817
Hlcs 3308 3956
Hmbs -6135 -6468
Hmgcl -6101 -4870
Hmgcr 2226 985
Hmgcs1 -2407 -6353
Hmgcs2 -7290 -6929
Hmmr 4663 2855
Hmox1 654 381
Hmox2 -6632 -6320
Hnmt -6197 -7393
Hoga1 -1971 695
Hpgd 4297 -3880
Hpgds 5206 2923
Hprt 3876 1000
Hpse 4346 -2233
Hs2st1 7325 6476
Hs3st1 -493 -13
Hs3st3a1 6472 4761
Hs3st3b1 1722 -4410
Hs6st1 6013 5322
Hs6st2 2526 -4992
Hscb -1609 -5700
Hsd11b1 4943 -7273
Hsd17b10 -6937 -7410
Hsd17b11 1420 -5712
Hsd17b12 1383 3088
Hsd17b4 -6387 -7282
Hsd17b7 3825 2098
Hsd3b7 132 2489
Hsp90ab1 -3870 -989
Hspg2 6535 3769
Hyal1 4392 6096
Hyal2 2666 4079
Hykk 1262 -3138
Idh1 -3318 -6643
Idh2 -6961 -7381
Idh3a -7085 -7634
Idh3b -7322 -7586
Idh3g -7228 -7314
Idi1 1349 -2423
Ids 6784 4640
Idua -5121 -5157
Il4i1 414 921
Impa1 3413 3203
Impa2 -6266 -6693
Impad1 4139 -2342
Impdh1 1123 229
Impdh2 -1852 3220
Inmt 4201 -1469
Inpp1 2652 5150
Inpp4a 199 3915
Inpp4b 6154 6206
Inpp5a -3102 -3476
Inpp5b 1011 -1466
Inpp5d 2237 981
Inpp5e -5981 -6551
Inpp5f 5077 6043
Inpp5j 6592 6670
Inpp5k -3478 -3482
Inppl1 -889 4486
Insig1 2500 2552
Insig2 4839 3364
Ip6k1 1885 3022
Ip6k2 5972 5125
Ip6k3 -474 -1178
Ipmk -4512 -3875
Ippk 3103 3725
Iqgap1 5787 6617
Isca1 -7123 -7445
Isca2 -6619 -6949
Iscu -5913 -6379
Isyna1 3652 -667
Itpa -5252 -3744
Itpk1 3657 -468
Itpkb -6650 -6670
Itpkc 6550 5648
Itpr1 -3696 1181
Itpr2 -1813 4665
Itpr3 -366 4557
Ivd -7138 -7712
Kars -1031 -313
Kcnb1 -6567 -5632
Kcnc2 -3247 -1293
Kcng2 -5161 -3474
Kcnj11 -6582 -5269
Kdsr 2324 4456
Khk -6310 -6917
Kmo 2534 411
Kpnb1 -2201 -4623
Kyat1 -7245 -7312
Kyat3 -5753 -7786
L2hgdh -6879 -7484
Lbr -4980 -6539
Lclat1 6246 4683
Ldha 3559 -4312
Ldhb -7348 -7811
Ldlr 4127 4914
Lgmn 6758 4839
Lhpp -4463 -2602
Lias -6337 -6370
Lipe -4226 -5925
Lipt1 -2499 -5036
Lipt2 -3800 -5935
Lmbrd1 1068 406
Lpcat1 -3107 1624
Lpcat2 3656 4745
Lpcat3 -5695 -6527
Lpcat4 3445 1040
Lpgat1 -3466 -2218
Lpin1 -6854 -7150
Lpin2 3800 2781
Lpin3 5492 6403
Lpl -6603 -7708
Lrat -5855 -3045
Lrp1 7439 6377
Lrp10 6104 3421
Lrp12 6686 4703
Lrp8 7444 7007
Lrpprc -7024 -7746
Lss 3547 3820
Lta4h 5705 4468
Ltc4s -2697 -1269
Lum 7163 6376
Lypla1 -5039 -3871
Lyve1 -4896 -3254
Man2b1 -3714 -6344
Man2b2 3708 -1097
Man2c1 227 1244
Manba -640 -2443
Maoa 3098 6466
Maob -7182 -7755
Mapkapk2 -6622 -6346
Marc2 80 -328
Marcks 5522 3428
Mat1a -3249 748
Mat2a -5968 -4190
Mat2b -4828 -5899
Mboat1 -1674 4442
Mboat2 7144 6699
Mboat7 3123 -1938
Mbtps1 5821 5093
Mbtps2 3160 465
Mcat -6474 -6636
Mccc1 -6826 -7722
Mccc2 -7174 -7704
Mcee -7015 -7616
Mdh1 -7059 -7182
Mdh2 -7233 -7179
Me1 -6765 -6942
Me2 5856 4582
Me3 -7147 -7472
Mecr -6170 -6438
Med1 -2830 -5832
Med10 2803 2486
Med11 5462 1547
Med12 -281 4115
Med13 -2202 -3883
Med13l -3236 -3463
Med14 461 807
Med15 5138 4459
Med16 -5864 -5683
Med17 797 -2935
Med18 77 -2735
Med19 -2688 -2878
Med21 -4100 -79
Med22 3056 -1594
Med23 -974 -3311
Med24 -1771 -3348
Med25 -3051 -2415
Med26 -5133 -1727
Med27 276 -880
Med28 -3615 -2070
Med29 -5417 -3040
Med30 4570 2236
Med31 -3053 -1604
Med4 -2448 -4093
Med6 2681 -1814
Med7 2798 -1801
Med8 1026 -396
Med9 1506 2554
Mgll -4506 -7118
Mgst1 -4372 -7368
Mgst3 -7012 -6840
Mid1ip1 -5373 -4247
Miga1 -2284 -1905
Miga2 -6945 -6854
Minpp1 4050 725
Mlx 1324 -586
Mlxipl -6339 -6284
Mlycd -6864 -7040
Mmaa -6691 -6758
Mmab -6646 -6987
Mmachc -6958 -7440
Mmadhc -6728 -7010
Mms19 -971 1272
Mmut -7065 -7739
Mocos -927 3247
Mocs1 -400 -4892
Mocs2 -5243 -1035
Mocs3 1359 -712
Morc2b 1565 2940
Mpc1 -7043 -7036
Mpc2 -7294 -7670
Mpst -5914 -5311
Mri1 -4671 -3221
Msmo1 4477 3773
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Mtap -672 -5228
Mtf1 -1900 -3101
Mthfd1 -5420 -5469
Mthfd1l 5552 6105
Mthfd2 6809 5263
Mthfd2l -2670 -2109
Mthfr 3884 1934
Mthfsl 3679 4224
Mtm1 -4334 -5378
Mtmr1 3788 958
Mtmr10 -4510 -3036
Mtmr12 4967 6598
Mtmr14 -1063 -2895
Mtmr2 -1866 -4271
Mtmr3 717 -3312
Mtmr4 -4330 -6504
Mtmr6 6520 4975
Mtmr7 1286 2328
Mtmr9 3730 -942
Mtr -6792 -7533
Mtrr 47 -4999
Mvd -786 1263
Mvk -841 881
N6amt1 -2262 -4037
Naalad2 7383 6674
Nadk -1215 2371
Nadk2 -6714 -7698
Nadsyn1 -979 -607
Naglu 4598 2203
Nampt -6518 -7541
Naprt -5102 -6540
Nat8l 2705 -4548
Naxd 401 -3535
Naxe -4750 -6089
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncoa3 -6727 -4373
Ncoa6 -1555 -3479
Ncor1 -4730 -6152
Ncor2 4764 3742
Ndc1 -3676 -4825
Ndor1 -136 4876
Ndst1 -1729 -4940
Ndst2 4415 2740
Ndst3 3651 3254
Ndufa1 -5430 -6709
Ndufa10 -7288 -7572
Ndufa11 -7330 -7448
Ndufa12 -7240 -7308
Ndufa13 -7053 -7089
Ndufa2 -6895 -6030
Ndufa3 -7000 -7510
Ndufa4 -7274 -7232
Ndufa5 -7189 -7647
Ndufa6 -6698 -7117
Ndufa7 -7328 -7459
Ndufa8 -7315 -7154
Ndufa9 -7317 -7720
Ndufab1 -7247 -7579
Ndufaf1 -7011 -7559
Ndufaf2 -4758 -5261
Ndufaf3 -4910 -5440
Ndufaf4 -6419 -7254
Ndufaf5 -5750 -6463
Ndufaf6 -6271 -7083
Ndufaf7 -5738 -6678
Ndufb1-ps -5319 -6906
Ndufb10 -7199 -7209
Ndufb2 -7214 -7114
Ndufb3 -6549 -6607
Ndufb4 -7132 -7245
Ndufb5 -7181 -6935
Ndufb6 -6950 -7112
Ndufb7 -7225 -6331
Ndufb8 -7343 -7800
Ndufb9 -7140 -7223
Ndufc1 -6951 -7311
Ndufc2 -7325 -7719
Ndufs1 -7157 -7633
Ndufs2 -7314 -7534
Ndufs3 -7291 -7530
Ndufs4 -7275 -7583
Ndufs5 -7010 -7087
Ndufs6 -7098 -7550
Ndufs7 -7258 -6981
Ndufs8 -7303 -7304
Ndufv1 -7186 -6904
Ndufv2 -7260 -7683
Ndufv3 -7034 -7419
Neu1 -4503 -122
Neu3 -2654 -2701
Nfs1 -7331 -7674
Nfya -3456 1336
Nfyb -2643 -1716
Nfyc -6029 -6006
Nhlrc1 -4708 -4482
Nme1 -1429 4003
Nme2 -6361 -4594
Nme3 2828 560
Nme4 -5156 -6501
Nmnat1 -6055 -7266
Nmnat2 644 574
Nmnat3 -6111 -7185
Nmral1 -5383 -4338
Nmrk1 -738 -469
Nmrk2 6658 6406
Nnmt 5824 4237
Nnt -6917 -7798
Nos3 -4231 -4860
Nosip -1308 3016
Nostrin -945 1936
Npas2 5604 -295
Nqo1 -3232 -6640
Nqo2 -6230 -7125
Nr1d1 1296 -175
Nr1h2 -243 1102
Nr1h3 -1853 -4977
Nr1h4 4445 220
Nrf1 2046 1078
Nsdhl 3643 3013
Nt5c 6217 6124
Nt5c1a -5123 -6349
Nt5c2 5406 6040
Nt5c3 -5447 -6593
Nt5e 6721 6790
Nt5m -2365 -3283
Nubp1 5521 5384
Nubp2 3130 -191
Nubpl -6153 -6907
Nudt1 -3113 -3950
Nudt11 5122 -1143
Nudt12 -5274 -6487
Nudt13 -4189 -4487
Nudt15 -5961 -6686
Nudt16 5348 6128
Nudt18 6349 6174
Nudt19 -6768 -6057
Nudt3 -6816 -5921
Nudt4 6280 5857
Nudt5 3344 1497
Nudt7 -6026 -7008
Nudt9 -3876 -4608
Nup107 -1252 -1977
Nup133 -2488 -1920
Nup153 608 1264
Nup155 3051 361
Nup160 2576 936
Nup188 1219 1677
Nup205 -670 -3324
Nup210 -5985 -6834
Nup214 -1565 -479
Nup35 1447 -1156
Nup37 -326 -4277
Nup43 -462 -1511
Nup50 -566 -2471
Nup54 -939 -4619
Nup62 -5422 -4685
Nup85 -2481 -84
Nup88 -1840 -4528
Nup93 4359 4421
Nup98 3276 -3680
Nupl2 -3657 -3335
Oat -6828 -7525
Oaz1 -6430 -4907
Oaz2 -6186 -4745
Ocrl 782 -3741
Odc1 5704 3746
Ogdh -7013 -7475
Ogn 6618 4809
Omd 6306 6521
Oplah -4843 -7513
Ormdl2 -76 2290
Ormdl3 6163 2491
Osbp -4631 -5804
Osbpl10 3404 -2455
Osbpl1a -6498 -7356
Osbpl2 -5898 -6247
Osbpl3 2824 4437
Osbpl5 6889 6037
Osbpl6 -6391 -7399
Osbpl7 2072 2600
Osbpl8 1904 -1789
Osbpl9 4590 3483
Oxct1 -6455 -7560
Paics -5585 -5642
Pank1 -6745 -7785
Pank2 2335 2744
Pank3 -2321 -3208
Pank4 -6668 -6602
Paox 3632 -605
Papss1 6380 4162
Papss2 -4199 -3702
Parp10 196 3300
Parp14 -5002 3876
Parp16 4912 3006
Parp4 1908 2027
Parp6 -3161 -2401
Parp8 4406 4323
Parp9 3441 5371
Pcbd1 2289 1160
Pcca -7022 -7738
Pccb -7054 -7359
Pck1 1338 425
Pck2 4082 2129
Pctp -3512 -6069
Pcx -661 -6300
Pcyt1a -3848 -5758
Pcyt1b 3225 -2052
Pcyt2 -6723 -7048
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pdk1 4156 -6364
Pdk2 -6889 -7055
Pdk3 6805 6440
Pdk4 -1655 1645
Pdp1 -4181 -5275
Pdp2 -5917 -7570
Pdpr -5996 -7506
Pdss1 -6299 -6919
Pdss2 -6819 -7474
Pdxk -4818 -3469
Pdzd11 3364 2897
Pecr -5886 -6147
Pemt 1711 3261
Pex11a -6742 -7544
Pfas -1120 647
Pfkfb1 -5631 -7672
Pfkfb3 5566 2556
Pfkfb4 1327 920
Pfkl 2644 -5278
Pfkm -6806 -6837
Pfkp 6325 6660
Pgam1 -1039 -4657
Pgam2 -6840 -6595
Pgd 6119 3270
Pgk1 1605 -5844
Pgls -4011 -4440
Pgm1 -6725 -7257
Pgm2 528 4018
Pgm2l1 -3658 -4003
Pgp -5202 -4673
Pgs1 -2297 -164
Phgdh 4921 2827
Phka1 -2120 -6623
Phka2 -1089 -937
Phkb -5410 -7064
Phkg1 -7030 -6803
Phkg2 772 2264
Phospho1 -4307 -351
Phyh -7261 -7709
Phykpl -2929 -717
Pi4k2a 5812 4741
Pi4k2b 6254 5089
Pi4ka -4075 -5225
Pi4kb -410 -2942
Pias4 -3508 -2197
Pik3c2a -3001 -2146
Pik3c2b -3537 -6207
Pik3c3 1891 -2240
Pik3ca 5242 5659
Pik3cb 3757 6013
Pik3cd -120 1463
Pik3cg 4057 -374
Pik3r1 -7121 -7646
Pik3r2 7218 5112
Pik3r3 5367 1103
Pik3r4 480 -3782
Pik3r5 3057 3873
Pik3r6 -4434 -4988
Pikfyve 3766 3640
Pip4k2a 6260 5583
Pip4k2b -575 -1112
Pip4k2c 207 -860
Pip5k1a 6376 5464
Pip5k1b 3999 -4337
Pip5k1c 3011 4725
Pipox 3254 2820
Pitpnb 298 2242
Pitpnm1 244 1871
Pitpnm2 -6287 -2813
Pitpnm3 -5784 -7187
Pkm -5840 -6250
Pla1a 7199 6333
Pla2g12a -3760 -6921
Pla2g15 32 -2369
Pla2g3 -2292 4799
Pla2g4a 7342 6860
Pla2g4e -6588 -6369
Pla2g5 -6711 -7781
Pla2g6 -1374 -1982
Pla2r1 2134 2981
Plaat1 -6297 -6387
Plaat3 -5135 -6443
Plb1 -2327 -2998
Plbd1 -6752 -7782
Plcb1 -977 766
Plcb2 -4621 -1825
Plcb3 -3277 -2733
Plcb4 -980 6820
Plcd1 1240 -1148
Plcd3 -2934 1688
Plcd4 -800 1644
Plce1 -4298 769
Plcg1 -3635 -5144
Plcg2 7267 6597
Pld1 4581 4263
Pld2 -2706 -947
Pld3 6910 3086
Pld4 -1219 844
Plekha1 6078 6478
Plekha2 3712 -1730
Plekha3 3213 5560
Plekha4 7064 6689
Plekha5 -1282 -3486
Plekha6 6571 5910
Plekha8 611 1402
Plin1 -369 -3417
Plin2 -2436 -5931
Plin3 -6858 -7441
Plpp1 3994 6410
Plpp2 5311 4496
Plpp3 5504 6400
Plpp6 -4146 -6266
Pmvk -4994 -4203
Pnpla2 -6697 -6659
Pnpla3 -2880 -773
Pnpla6 2839 3101
Pnpla7 -2916 -4735
Pnpla8 -6089 -6606
Pnpo -4377 -5902
Podxl2 -1234 -151
Pold1 -2843 -1568
Pom121 -5732 -2088
Pon2 7070 6950
Pon3 1714 1862
Por 463 -2223
Ppa1 -3881 -5184
Ppa2 -6676 -6918
Ppara -6545 -7563
Ppard -5588 -4490
Pparg -4842 -2722
Ppargc1a -6363 -7511
Ppargc1b -5894 -3355
Ppat -3441 -3578
Ppcdc -1394 -3889
Ppcs -3647 -4057
Ppip5k1 5606 230
Ppip5k2 -5042 -7553
Ppm1k -6684 -7715
Ppm1l -6979 -7779
Ppox -1067 -1544
Ppp1ca -2389 -1250
Ppp1cb -6139 -5952
Ppp1cc -3515 -5893
Ppp1r3c 3377 3174
Ppp2ca 1302 1549
Ppp2cb 2162 -1862
Ppp2r1a -5112 -3845
Ppp2r1b -1090 -2605
Ppp2r5d -3601 -2560
Ppt1 800 -4376
Ppt2 -5289 -5808
Prelp 6330 6402
Prkaa2 -6100 -7414
Prkab2 7420 5930
Prkaca -6075 -5990
Prkacb 3875 -3919
Prkag2 4029 -2192
Prkar1a 6142 4210
Prkar1b 1256 1039
Prkar2a -4064 -4969
Prkar2b 3433 313
Prkca 5539 5603
Prkd1 -5984 -6614
Prkd2 -6209 -2620
Prkd3 2420 -501
Prkg2 108 528
Prodh -7310 -7241
Prps1l3 -1623 -3945
Prps2 -93 -5308
Prxl2b 2509 -3979
Psap -7208 -7432
Psat1 7217 5483
Psma1 -5057 -5354
Psma3 -1668 -1270
Psma4 -4195 -5256
Psma5 917 4879
Psma6 -6198 -4392
Psma7 -5203 -1132
Psmb1 -3490 -1504
Psmb10 3247 6154
Psmb2 -6229 -6389
Psmb3 -6394 -4507
Psmb4 -4157 -2719
Psmb5 -5358 -2463
Psmb6 -5905 -4631
Psmb7 -6295 -6022
Psmb8 188 2895
Psmb9 239 987
Psmc1 -4509 -1482
Psmc2 -5438 -4371
Psmc3 -5727 -3198
Psmc4 580 1965
Psmc5 -5068 -3092
Psmc6 -3319 55
Psmd1 -4493 -2930
Psmd10 2830 -1174
Psmd11 5474 5901
Psmd12 -5949 -6045
Psmd13 2269 4514
Psmd14 1389 1667
Psmd2 -4258 -2549
Psmd3 -5414 -2387
Psmd4 -73 2814
Psmd5 2751 2805
Psmd6 -2219 -3583
Psmd7 -3344 2462
Psmd8 5830 6151
Psmd9 811 -3604
Psme1 -7082 -7176
Psme2b -2823 -3837
Psme3 -4430 -5111
Psme4 -5860 -5252
Psmf1 1562 263
Psph -790 -3930
Pstk -5599 -2337
Ptdss1 4612 2691
Ptdss2 -4069 -5792
Pten 679 -2222
Ptgds 6881 -7629
Ptges -2486 1029
Ptges2 -7009 -6869
Ptges3 -3953 -1978
Ptgis 7197 6190
Ptgr1 3065 664
Ptgr2 -7249 -7772
Ptgs1 2392 1813
Ptgs2 5209 6187
Ptpmt1 -4962 -3166
Ptpn13 6035 6508
Pts -5872 -4675
Pxmp2 -6949 -7658
Pycr1 6421 4528
Pycr2 3676 3750
Pygb -6106 -5967
Pygl 5543 1615
Pygm -6719 -7002
Qdpr -5622 -6805
Rab14 -5276 -6634
Rab4a 1717 2240
Rab5a 5098 86
Rae1 -2439 -1886
Ranbp2 1943 -1227
Rap1a 3944 -2069
Rapgef3 -5740 -4083
Rapgef4 3528 4499
Rbks 1727 1278
Rbp1 7370 6838
Rbp4 6701 6970
Rdh11 6388 6267
Retsat -5701 -5739
Rfk -5559 -4174
Rgl1 -2041 -3498
Rhd 6382 214
Rida -1294 -3911
Rnls -4878 -5257
Rora 4753 1898
Rpe 2080 1299
Rpia -3546 -5241
Rpl10-ps3 3212 1228
Rpl10a 2365 826
Rpl11 -1842 -1611
Rpl12 4829 5011
Rpl13 -1673 -925
Rpl13a 3206 1423
Rpl14 -1056 -1817
Rpl18 -544 -2116
Rpl18a -1661 -1683
Rpl19 1021 -223
Rpl22l1 -697 990
Rpl23 893 -998
Rpl26 -440 315
Rpl27 -3812 -3262
Rpl28 -3522 -3053
Rpl29 -3071 -3308
Rpl3 6113 6294
Rpl30 -2113 -2803
Rpl32 210 -2635
Rpl34 639 -1667
Rpl35 -731 -1020
Rpl36 -4693 -3549
Rpl37a 1027 -952
Rpl38 2973 -609
Rpl3l -7308 -7793
Rpl4 2299 -567
Rpl5 767 2478
Rpl6 -669 -2330
Rpl7a -2054 -3718
Rpl8 -4247 -3018
Rplp1 1737 1206
Rps11 315 -2551
Rps12 2728 884
Rps13 -5050 -5764
Rps14 -1071 -1798
Rps15 -1045 -2489
Rps15a -3231 -2769
Rps16 900 -494
Rps17 -4875 -5562
Rps19 -44 -2802
Rps20 2098 1064
Rps21 1421 -1394
Rps24 69 -130
Rps25 -2930 -2703
Rps27a -1504 -1029
Rps27l 282 1037
Rps28 3137 -561
Rps3a1 -1317 -1655
Rps4x 810 -303
Rps5 1452 1852
Rps7 -2886 -1733
Rps8 1432 -1256
Rps9 -212 -1205
Rpsa -3636 -3074
Rrm1 3799 886
Rrm2 2262 4089
Rrm2b -1706 -1735
Rtel1 3145 -29
Rufy1 -5737 -5890
Rxra -6194 -6804
Rxrb -3171 -3373
Sacm1l -113 -2718
Samd8 4496 -3754
Samhd1 -4358 -5556
Sar1b -6848 -7206
Sardh 2539 5655
Sat1 4779 5077
Sbf1 1902 1414
Sbf2 -2928 -5674
Sc5d -2682 -5398
Scap 4774 3684
Scd4 -6898 -6839
Scly -3134 -2787
Sco1 -6462 -6322
Sco2 -3709 -4161
Scp2 -6736 -7268
Sdc1 7061 4784
Sdc2 7435 6631
Sdc3 4012 3827
Sdc4 4355 -9
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Sdsl 3468 3601
Sec13 1575 39
Sec23a 4506 -802
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Secisbp2 -4438 -5781
Seh1l 326 -1812
Selenoi -2946 -5031
Sephs2 -5227 -5985
Sepsecs -179 -3327
Serinc1 4073 1017
Serinc2 6753 4559
Serinc3 -3501 -5421
Serinc5 -2159 -5552
Sgms1 -4032 -4342
Sgms2 6615 6828
Sgpl1 6521 3504
Sgpp1 5844 970
Sgsh 6079 5115
Shmt1 -5511 -6829
Shmt2 -6048 -5963
Shpk 3104 1025
Sin3a 625 -2529
Sin3b 467 164
Slc16a1 -5936 -4200
Slc16a3 7305 6044
Slc16a8 -4482 -3791
Slc19a1 -2616 -2444
Slc19a2 -1751 -2630
Slc22a1 -5870 -4886
Slc22a3 -6495 -7783
Slc22a5 -6362 -7316
Slc23a2 4778 5981
Slc25a1 6669 5317
Slc25a11 -7265 -7470
Slc25a12 -7001 -7181
Slc25a13 -5896 -6938
Slc25a14 4008 2705
Slc25a15 -1980 -6396
Slc25a16 -3736 -5864
Slc25a17 -336 -4956
Slc25a19 -6144 -5814
Slc25a20 -6911 -7554
Slc25a27 1019 1297
Slc25a28 -3690 -3434
Slc25a32 4470 3503
Slc25a37 -2322 -5900
Slc26a2 -759 -1286
Slc27a1 -6130 -6336
Slc27a3 4118 4704
Slc2a1 7348 6876
Slc35b2 4862 161
Slc35b3 5663 5610
Slc35d1 2883 2184
Slc35d2 6737 5737
Slc36a4 5528 -2185
Slc37a1 3329 934
Slc37a2 -4829 -6473
Slc37a4 -4152 -3362
Slc3a2 4768 3376
Slc44a1 5879 3779
Slc44a2 -4747 -2604
Slc44a5 -4245 434
Slc46a1 4846 292
Slc52a2 3432 3353
Slc52a3 1321 2196
Slc5a6 -5362 -6601
Slc6a8 7009 3623
Slc7a5 7017 6153
Slc9a1 4694 3003
Slco2b1 -3299 -5651
Smarcd3 -4349 -759
Smox 5632 4897
Smpd1 -6969 -6721
Smpd2 -5709 -5563
Smpd3 4558 4699
Smpd4 -3589 -5217
Sms 6724 2499
Sord -7218 -7795
Sp1 2620 521
Sphk1 6933 6215
Sphk2 -1665 -844
Spr -5793 -3582
Sptlc1 2960 -1311
Sptlc2 4018 3419
Sptssa -909 -3305
Sqle 4439 3886
Srd5a1 1673 1129
Srd5a3 4993 3726
Srebf1 5979 2962
Srebf2 1180 1001
Srm 4398 4199
Srr 5378 4509
St3gal1 3058 716
St3gal2 6995 5852
St3gal3 -6777 -6624
St3gal4 4466 -4957
St3gal6 -4673 -4593
St6galnac6 -7184 -7584
Stab2 229 2485
Star 7459 7044
Stard10 4205 2960
Stard3 -4839 -3589
Stard3nl 2122 3211
Stard4 -1094 -3978
Stard5 -619 -2172
Stard6 4762 3926
Stard7 -6787 -7338
Stk11 -6289 -2130
Stx1a 2912 1003
Stxbp1 3699 -213
Sucla2 -7292 -7689
Suclg1 -7259 -7645
Suclg2 -7193 -7724
Sult5a1 7465 469
Sumf1 6244 3765
Sumo2 -1525 -5695
Suox -4099 -5999
Surf1 -5087 -5645
Synj1 2943 -3070
Synj2 996 -2290
Taco1 -6970 -7208
Taldo1 6239 4907
Taz -5545 -5487
Tbl1x 3008 -5102
Tbl1xr1 4225 -2715
Tbxas1 -921 2117
Tcn2 -3605 -5826
Tecr -7151 -6741
Tecrl -1100 5110
Tgs1 -4991 -5508
Them4 -5770 -5601
Thrap3 -2633 -3264
Thrsp -5942 -5944
Thtpa -3498 -3852
Tiam2 6979 6942
Timmdc1 -6360 -5463
Tk1 -553 3398
Tk2 3504 3175
Tkfc 3707 2727
Tkt 2738 -1742
Tm7sf2 -406 177
Tmem126b -5883 -7021
Tmem86b -4739 -1755
Tnfaip8 -6652 -7637
Tnfaip8l1 914 -2521
Tnfaip8l2 254 223
Tnfrsf21 -5776 -3833
Tpi1 -2612 -5131
Tpk1 1805 -211
Tpmt -393 1145
Tpr 5510 4178
Tpst1 1542 203
Tpst2 -2866 -1310
Trap1 -6975 -6844
Trib3 -3278 1445
Trmt112 390 1149
Tspo 7491 6647
Tst -6293 -7045
Ttpa 248 -5360
Ttr -2307 6470
Txn1 1859 953
Txn2 -6882 -6420
Txnrd1 -793 -2917
Tymp -3460 -596
Tyms 5145 3866
Ubb 5763 -1908
Ubc -1436 -1699
Ube2i 3577 1079
Ubiad1 -5027 -3222
Uck1 -2232 453
Uck2 7299 6553
Uckl1 -4707 -2598
Ucp2 -3935 3288
Ucp3 -3606 -5388
Ugcg 906 -4712
Ugdh 6134 5765
Ugp2 -4394 -5740
Umps -1832 -4076
Upp1 4475 4635
Upp2 1322 746
Uqcr10 -6171 -4525
Uqcr11 -7327 -7657
Uqcrb -6857 -7389
Uqcrc1 -7297 -7415
Uqcrc2 -7191 -7618
Uqcrfs1 -7311 -7599
Uqcrh -7334 -7571
Uqcrq -7158 -7033
Urod -6633 -6356
Uros -3819 -6314
Ust 6358 6176
Vac14 3280 -355
Vamp2 -3875 -96
Vapa 441 -3564
Vapb -3523 -3980
Vcan 7188 6694
Vdac1 -7008 -7195
Vdr -724 -161
Vkorc1 6425 5377
Vkorc1l1 5981 -1057
Wasl 2624 5412
Xdh -5698 -5467
Xylt1 6328 6030
Xylt2 2935 -1769
Zdhhc21 4006 5338





Mitochondrial-translation

Mitochondrial-translation
metric value
setSize 94
pMANOVA 6.95e-44
p.adjustMANOVA 1.78e-41
s.dist 1.12
s.young -0.825
s.old -0.758
p.young 1.11e-43
p.old 4.24e-37




Top 20 genes
Gene young old
Mrpl30 -7337 -7761
Mrpl42 -7248 -7608
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mrps17 -7178 -7576
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Mrpl45 -6896 -7603
Mrpl28 -6906 -7373
Tufm -6846 -7363
Mrpl9 -6996 -7202
Mrpl46 -6817 -7379
Mrpl51 -7056 -7044
Mtif2 -6744 -7351
Gfm1 -6643 -7457
Mrps31 -6624 -7462
Mrpl3 -6890 -7156
Mrps27 -6764 -7263
Mrpl1 -6750 -7265
Gfm2 -6544 -7469

Click HERE to show all gene set members

All member genes
young old
Aurkaip1 -6248 -5678
Chchd1 -5921 -5916
Dap3 -6390 -6628
Eral1 -5904 -6599
Gadd45gip1 -6867 -6703
Gfm1 -6643 -7457
Gfm2 -6544 -7469
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
Mrps11 -5399 -5798
Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
Mrps18b -5938 -4872
Mrps18c -5687 -6088
Mrps2 -6425 -7205
Mrps21 -6827 -7070
Mrps22 -5305 -6723
Mrps23 -6635 -5774
Mrps24 -6748 -6081
Mrps25 -6490 -6633
Mrps26 -5415 -3403
Mrps27 -6764 -7263
Mrps28 -6850 -6886
Mrps30 -6407 -6943
Mrps31 -6624 -7462
Mrps33 -6284 -6495
Mrps34 -6156 -4884
Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Mrrf -6453 -6787
Mtfmt -3436 -3006
Mtif2 -6744 -7351
Mtif3 -5780 -5500
Mtrf1l -5597 -5796
Oxa1l -7035 -6627
Ptcd3 -7230 -7612
Tsfm -6347 -6440
Tufm -6846 -7363





Mitochondrial-translation-elongation

Mitochondrial-translation-elongation
metric value
setSize 88
pMANOVA 2.9e-41
p.adjustMANOVA 6.18e-39
s.dist 1.12
s.young -0.827
s.old -0.758
p.young 3.38e-41
p.old 8.11e-35




Top 20 genes
Gene young old
Mrpl30 -7337 -7761
Mrpl42 -7248 -7608
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mrps17 -7178 -7576
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Mrpl45 -6896 -7603
Mrpl28 -6906 -7373
Tufm -6846 -7363
Mrpl9 -6996 -7202
Mrpl46 -6817 -7379
Mrpl51 -7056 -7044
Gfm1 -6643 -7457
Mrps31 -6624 -7462
Mrpl3 -6890 -7156
Mrps27 -6764 -7263
Mrpl1 -6750 -7265
Mrpl18 -6929 -7035
Mrpl14 -6990 -6964

Click HERE to show all gene set members

All member genes
young old
Aurkaip1 -6248 -5678
Chchd1 -5921 -5916
Dap3 -6390 -6628
Eral1 -5904 -6599
Gadd45gip1 -6867 -6703
Gfm1 -6643 -7457
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
Mrps11 -5399 -5798
Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
Mrps18b -5938 -4872
Mrps18c -5687 -6088
Mrps2 -6425 -7205
Mrps21 -6827 -7070
Mrps22 -5305 -6723
Mrps23 -6635 -5774
Mrps24 -6748 -6081
Mrps25 -6490 -6633
Mrps26 -5415 -3403
Mrps27 -6764 -7263
Mrps28 -6850 -6886
Mrps30 -6407 -6943
Mrps31 -6624 -7462
Mrps33 -6284 -6495
Mrps34 -6156 -4884
Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Oxa1l -7035 -6627
Ptcd3 -7230 -7612
Tsfm -6347 -6440
Tufm -6846 -7363





Mitochondrial-translation-termination

Mitochondrial-translation-termination
metric value
setSize 88
pMANOVA 4.51e-41
p.adjustMANOVA 8.23e-39
s.dist 1.12
s.young -0.825
s.old -0.756
p.young 5.15e-41
p.old 1.18e-34




Top 20 genes
Gene young old
Mrpl30 -7337 -7761
Mrpl42 -7248 -7608
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mrps17 -7178 -7576
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Mrpl45 -6896 -7603
Mrpl28 -6906 -7373
Mrpl9 -6996 -7202
Mrpl46 -6817 -7379
Mrpl51 -7056 -7044
Mrps31 -6624 -7462
Mrpl3 -6890 -7156
Mrps27 -6764 -7263
Mrpl1 -6750 -7265
Gfm2 -6544 -7469
Mrpl18 -6929 -7035
Mrpl14 -6990 -6964
Mrps21 -6827 -7070

Click HERE to show all gene set members

All member genes
young old
Aurkaip1 -6248 -5678
Chchd1 -5921 -5916
Dap3 -6390 -6628
Eral1 -5904 -6599
Gadd45gip1 -6867 -6703
Gfm2 -6544 -7469
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
Mrps11 -5399 -5798
Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
Mrps18b -5938 -4872
Mrps18c -5687 -6088
Mrps2 -6425 -7205
Mrps21 -6827 -7070
Mrps22 -5305 -6723
Mrps23 -6635 -5774
Mrps24 -6748 -6081
Mrps25 -6490 -6633
Mrps26 -5415 -3403
Mrps27 -6764 -7263
Mrps28 -6850 -6886
Mrps30 -6407 -6943
Mrps31 -6624 -7462
Mrps33 -6284 -6495
Mrps34 -6156 -4884
Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Mrrf -6453 -6787
Mtrf1l -5597 -5796
Oxa1l -7035 -6627
Ptcd3 -7230 -7612





Mitochondrial-translation-initiation

Mitochondrial-translation-initiation
metric value
setSize 88
pMANOVA 1.35e-40
p.adjustMANOVA 2.16e-38
s.dist 1.11
s.young -0.821
s.old -0.75
p.young 1.25e-40
p.old 4.3e-34




Top 20 genes
Gene young old
Mrpl30 -7337 -7761
Mrpl42 -7248 -7608
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mrps17 -7178 -7576
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Mrpl45 -6896 -7603
Mrpl28 -6906 -7373
Mrpl9 -6996 -7202
Mrpl46 -6817 -7379
Mrpl51 -7056 -7044
Mtif2 -6744 -7351
Mrps31 -6624 -7462
Mrpl3 -6890 -7156
Mrps27 -6764 -7263
Mrpl1 -6750 -7265
Mrpl18 -6929 -7035
Mrpl14 -6990 -6964
Mrps21 -6827 -7070

Click HERE to show all gene set members

All member genes
young old
Aurkaip1 -6248 -5678
Chchd1 -5921 -5916
Dap3 -6390 -6628
Eral1 -5904 -6599
Gadd45gip1 -6867 -6703
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
Mrps11 -5399 -5798
Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
Mrps18b -5938 -4872
Mrps18c -5687 -6088
Mrps2 -6425 -7205
Mrps21 -6827 -7070
Mrps22 -5305 -6723
Mrps23 -6635 -5774
Mrps24 -6748 -6081
Mrps25 -6490 -6633
Mrps26 -5415 -3403
Mrps27 -6764 -7263
Mrps28 -6850 -6886
Mrps30 -6407 -6943
Mrps31 -6624 -7462
Mrps33 -6284 -6495
Mrps34 -6156 -4884
Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Mtfmt -3436 -3006
Mtif2 -6744 -7351
Mtif3 -5780 -5500
Oxa1l -7035 -6627
Ptcd3 -7230 -7612





Extracellular-matrix-organization

Extracellular-matrix-organization
metric value
setSize 228
pMANOVA 1.35e-38
p.adjustMANOVA 1.92e-36
s.dist 0.677
s.young 0.499
s.old 0.458
p.young 1.41e-38
p.old 1.08e-32




Top 20 genes
Gene young old
Ncam1 7473 7015
Col8a2 7452 6978
Tgfb2 7427 6986
P3h2 7374 7030
Col8a1 7519 6875
Col5a2 7480 6907
Mmp2 7497 6885
Mfap5 7485 6861
Lamc2 7360 6977
Cd44 7295 7013
Bgn 7481 6830
Tgfb3 7433 6863
Col12a1 7235 7031
Col16a1 7349 6856
Aspn 7430 6781
Loxl2 7336 6852
Loxl3 7361 6821
Ctsk 7416 6759
Col1a2 7362 6786
Ltbp3 7432 6685

Click HERE to show all gene set members

All member genes
young old
A2m 6437 1719
Actn1 7067 6336
Adam10 5268 3108
Adam12 5421 4313
Adam15 -324 -382
Adam17 289 -1999
Adam8 2453 -448
Adam9 7103 4428
Adamts1 4892 1782
Adamts14 3117 5979
Adamts2 7469 6535
Adamts3 -4916 -4222
Adamts4 4717 -509
Adamts5 3233 -4965
Adamts8 6496 5738
Adamts9 -4316 -4299
Agrn -247 199
Aspn 7430 6781
Bgn 7481 6830
Bmp1 7236 6255
Bmp2 -2270 2145
Bmp4 6772 6517
Bmp7 -4799 -5293
Bsg -6548 -7267
Capn1 5990 -1442
Capn10 2312 2828
Capn12 -4526 -585
Capn15 -4124 -1273
Capn2 6302 6179
Capn3 -753 -6755
Capn5 4499 6035
Capn6 6326 5177
Capn7 -2762 -5831
Capns1 5582 1432
Cask 4944 6083
Casp3 6837 4230
Cast 7085 6448
Cd151 -3387 -2499
Cd44 7295 7013
Cd47 4738 3661
Cma1 988 82
Col11a1 7093 6902
Col11a2 -1021 3528
Col12a1 7235 7031
Col13a1 2636 3872
Col14a1 7303 6796
Col15a1 6814 6634
Col16a1 7349 6856
Col18a1 6116 5391
Col1a1 7237 6629
Col1a2 7362 6786
Col20a1 2825 6268
Col23a1 5725 2177
Col25a1 -1076 474
Col26a1 7193 5097
Col27a1 7356 6638
Col28a1 215 3053
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col4a6 2683 4540
Col5a1 7233 6290
Col5a2 7480 6907
Col5a3 2225 -2736
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col8a1 7519 6875
Col8a2 7452 6978
Col9a2 7498 6397
Colgalt1 4060 2838
Colgalt2 -4035 -2084
Comp 4501 6797
Crtap 6718 3923
Ctsb -39 -2241
Ctsk 7416 6759
Ctss 3818 -193
Dag1 3395 1176
Dcn 7414 6701
Ddr1 7436 6320
Ddr2 5244 4992
Dmd 6489 6319
Dst 5571 5573
Efemp1 -4901 -7119
Efemp2 6926 5475
Eln 5907 4689
F11r -352 -4343
Fbln1 -3620 3794
Fbln2 7256 6211
Fbln5 6795 6253
Fbn1 6968 6107
Fbn2 6918 5566
Fga -3043 855
Fgb -3889 1327
Fgf2 3347 -4613
Fmod 6247 6867
Fn1 7320 6491
Furin 1738 -2954
Hapln1 -1235 1714
Hspg2 6535 3769
Htra1 -756 -5946
Icam1 5132 3799
Icam2 -2435 -4834
Itga1 -2422 -3850
Itga11 6898 6561
Itga2 3765 6228
Itga2b 5803 437
Itga3 5715 5066
Itga4 610 3065
Itga5 7309 6750
Itga6 -5055 -3078
Itga7 6140 5835
Itga8 3673 5405
Itga9 6082 6594
Itgae 4962 3911
Itgal 2820 -2156
Itgav 7314 6700
Itgax 1846 526
Itgb1 6770 5825
Itgb3 7496 5721
Itgb4 2528 3814
Itgb5 7035 6117
Itgb6 -4680 -6503
Itgb7 2293 3037
Itgb8 6492 6501
Jam2 -3753 -6183
Jam3 4176 3665
Kdr -5777 -7016
Lama2 7478 6628
Lama3 1858 -436
Lama4 3147 2662
Lama5 5048 -4782
Lamb1 6771 -983
Lamb2 2375 4485
Lamb3 -6638 -7066
Lamc1 7347 5936
Lamc2 7360 6977
Lamc3 6611 5684
Lox 7364 6358
Loxl1 7313 5950
Loxl2 7336 6852
Loxl3 7361 6821
Loxl4 6831 6223
Lrp4 2160 909
Ltbp1 2153 4810
Ltbp2 7174 6826
Ltbp3 7432 6685
Ltbp4 7265 5969
Lum 7163 6376
Matn4 4806 5530
Mfap1b 2060 3988
Mfap2 7084 3420
Mfap3 919 -6
Mfap4 7221 6243
Mfap5 7485 6861
Mmp11 4144 625
Mmp12 -333 2038
Mmp13 -101 -5501
Mmp14 7280 5623
Mmp15 -6801 -6688
Mmp16 3955 3586
Mmp17 1629 413
Mmp19 6383 3258
Mmp2 7497 6885
Mmp25 -298 32
Mmp3 -1265 4045
Mmp9 1226 -6359
Ncam1 7473 7015
Ncstn 2223 347
Nid1 6799 4441
Nid2 5838 3132
Nrxn1 1564 732
Ntn4 -2779 -5668
P3h1 6856 4702
P3h2 7374 7030
P3h3 7230 6562
P4ha1 4494 6389
P4ha2 -5915 -3841
P4ha3 6223 4289
P4hb 6441 4378
Pcolce 7373 6528
Pcolce2 3514 6586
Pdgfa -2171 -2809
Pdgfb -3222 -3725
Pecam1 -3282 -6290
Phykpl -2929 -717
Plec 1669 2349
Plod1 -2323 2388
Plod2 7080 6224
Plod3 5833 4938
Ppib 5989 3349
Prkca 5539 5603
Psen1 -309 -25
Psg16 -4834 6002
Ptprs 6547 183
Pxdn -3621 -6204
Scube1 6820 5249
Scube3 2333 4389
Sdc1 7061 4784
Sdc2 7435 6631
Sdc3 4012 3827
Sdc4 4355 -9
Serpine1 7216 6353
Serpinh1 1466 3868
Sh3pxd2a 5995 -2556
Sparc 6776 6134
Spock3 6480 6467
Spp1 4125 6580
Tgfb1 6984 5531
Tgfb2 7427 6986
Tgfb3 7433 6863
Thbs1 6742 6178
Timp1 7129 6798
Timp2 7029 5931
Tll1 5403 4589
Tll2 -784 -5372
Tnc 4757 6330
Tnr 4918 5633
Tnxb 6557 4769
Trappc4 -2363 396
Ttr -2307 6470
Vcam1 4827 2422
Vcan 7188 6694
Vtn -7117 -7433





Complex-I-biogenesis

Complex-I-biogenesis
metric value
setSize 54
pMANOVA 1.62e-33
p.adjustMANOVA 2.07e-31
s.dist 1.3
s.young -0.93
s.old -0.904
p.young 2.28e-32
p.old 1.25e-30




Top 20 genes
Gene young old
Ndufb8 -7343 -7800
Ndufc2 -7325 -7719
Ndufa9 -7317 -7720
Ndufv2 -7260 -7683
Ndufa10 -7288 -7572
Ndufs4 -7275 -7583
Ndufs2 -7314 -7534
Ndufa5 -7189 -7647
Ndufab1 -7247 -7579
Ndufs3 -7291 -7530
Ndufa7 -7328 -7459
Ndufs1 -7157 -7633
Ndufa11 -7330 -7448
mt-Nd2 -7271 -7495
Ndufs6 -7098 -7550
Ndufs8 -7303 -7304
mt-Nd1 -7119 -7489
Ndufaf1 -7011 -7559
Ndufa12 -7240 -7308
Ndufa3 -7000 -7510

Click HERE to show all gene set members

All member genes
young old
Acad9 -6612 -6647
Ecsit -6908 -6444
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Ndufa1 -5430 -6709
Ndufa10 -7288 -7572
Ndufa11 -7330 -7448
Ndufa12 -7240 -7308
Ndufa13 -7053 -7089
Ndufa2 -6895 -6030
Ndufa3 -7000 -7510
Ndufa5 -7189 -7647
Ndufa6 -6698 -7117
Ndufa7 -7328 -7459
Ndufa8 -7315 -7154
Ndufa9 -7317 -7720
Ndufab1 -7247 -7579
Ndufaf1 -7011 -7559
Ndufaf2 -4758 -5261
Ndufaf3 -4910 -5440
Ndufaf4 -6419 -7254
Ndufaf5 -5750 -6463
Ndufaf6 -6271 -7083
Ndufaf7 -5738 -6678
Ndufb1-ps -5319 -6906
Ndufb10 -7199 -7209
Ndufb2 -7214 -7114
Ndufb3 -6549 -6607
Ndufb4 -7132 -7245
Ndufb5 -7181 -6935
Ndufb6 -6950 -7112
Ndufb7 -7225 -6331
Ndufb8 -7343 -7800
Ndufb9 -7140 -7223
Ndufc1 -6951 -7311
Ndufc2 -7325 -7719
Ndufs1 -7157 -7633
Ndufs2 -7314 -7534
Ndufs3 -7291 -7530
Ndufs4 -7275 -7583
Ndufs5 -7010 -7087
Ndufs6 -7098 -7550
Ndufs7 -7258 -6981
Ndufs8 -7303 -7304
Ndufv1 -7186 -6904
Ndufv2 -7260 -7683
Ndufv3 -7034 -7419
Nubpl -6153 -6907
Timmdc1 -6360 -5463
Tmem126b -5883 -7021





Translation

Translation
metric value
setSize 241
pMANOVA 4e-31
p.adjustMANOVA 4.66e-29
s.dist 0.595
s.young -0.415
s.old -0.426
p.young 1.35e-28
p.old 4.55e-30




Top 20 genes
Gene young old
Rpl3l -7308 -7793
Mrpl30 -7337 -7761
Mrpl42 -7248 -7608
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mrps17 -7178 -7576
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Mrpl45 -6896 -7603
Mrpl28 -6906 -7373
Fars2 -6885 -7333
Tufm -6846 -7363
Mrpl9 -6996 -7202
Mrpl46 -6817 -7379
Mrpl51 -7056 -7044
Mtif2 -6744 -7351
Gfm1 -6643 -7457
Mrps31 -6624 -7462
Mrpl3 -6890 -7156
Mrps27 -6764 -7263

Click HERE to show all gene set members

All member genes
young old
Aars2 -6224 -6392
Aimp1 -2872 -3408
Aimp2 -1669 2875
Apeh -5071 -1990
Aurkaip1 -6248 -5678
Cars2 -6673 -6550
Chchd1 -5921 -5916
Dap3 -6390 -6628
Dars2 -5581 -7062
Ddost 5379 -181
Ears2 -1578 -3330
Eef1a2 -6357 -5633
Eef1b2 637 -2698
Eef1d -5848 -4473
Eef1e1 -4012 130
Eef1g -3903 -4521
Eef2 4391 275
Eif1a 5914 5726
Eif2b1 -2994 -2186
Eif2b2 -1328 -2163
Eif2b3 3073 3436
Eif2b4 -6044 -4703
Eif2b5 -2667 -3106
Eif2s1 -806 -2500
Eif2s2 -2303 -4953
Eif2s3x -4218 -6299
Eif3a 5490 -66
Eif3b 3099 2631
Eif3c 1453 -4912
Eif3d 3348 2210
Eif3e 3390 -106
Eif3f -4014 -4796
Eif3g -2184 -890
Eif3h 5226 367
Eif3i -297 -2201
Eif3j2 4071 -745
Eif3k -2704 -1973
Eif3l -978 -1218
Eif3m -5876 -5839
Eif4a1 4689 4812
Eif4a2 -1851 -4012
Eif4e -5795 -5062
Eif4ebp1 -2737 -1088
Eif4g1 -5508 -5906
Eif4h -1666 -2254
Eif5 3307 4034
Eif5b -1589 -4589
Eral1 -5904 -6599
Etf1 2542 -2446
Fars2 -6885 -7333
Farsa -4086 -2900
Farsb -5407 -5600
Fau 519 -1304
Gadd45gip1 -6867 -6703
Gfm1 -6643 -7457
Gfm2 -6544 -7469
Gm11808 -5706 -216
Gspt1 -2246 -3914
Gspt2 5388 4818
Hars2 -5875 -6761
Iars2 -5691 -7099
Kars -1031 -313
Lars2 -6814 -414
Mars2 -5106 -7011
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
Mrps11 -5399 -5798
Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
Mrps18b -5938 -4872
Mrps18c -5687 -6088
Mrps2 -6425 -7205
Mrps21 -6827 -7070
Mrps22 -5305 -6723
Mrps23 -6635 -5774
Mrps24 -6748 -6081
Mrps25 -6490 -6633
Mrps26 -5415 -3403
Mrps27 -6764 -7263
Mrps28 -6850 -6886
Mrps30 -6407 -6943
Mrps31 -6624 -7462
Mrps33 -6284 -6495
Mrps34 -6156 -4884
Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Mrrf -6453 -6787
Mtfmt -3436 -3006
Mtif2 -6744 -7351
Mtif3 -5780 -5500
Mtrf1l -5597 -5796
N6amt1 -2262 -4037
Nars2 -6694 -7073
Oxa1l -7035 -6627
Pars2 -3576 -3342
Ppa1 -3881 -5184
Ppa2 -6676 -6918
Ptcd3 -7230 -7612
Rars2 -5676 -5759
Rpl10-ps3 3212 1228
Rpl10a 2365 826
Rpl11 -1842 -1611
Rpl12 4829 5011
Rpl13 -1673 -925
Rpl13a 3206 1423
Rpl14 -1056 -1817
Rpl18 -544 -2116
Rpl18a -1661 -1683
Rpl19 1021 -223
Rpl22l1 -697 990
Rpl23 893 -998
Rpl26 -440 315
Rpl27 -3812 -3262
Rpl28 -3522 -3053
Rpl29 -3071 -3308
Rpl3 6113 6294
Rpl30 -2113 -2803
Rpl32 210 -2635
Rpl34 639 -1667
Rpl35 -731 -1020
Rpl36 -4693 -3549
Rpl37a 1027 -952
Rpl38 2973 -609
Rpl3l -7308 -7793
Rpl4 2299 -567
Rpl5 767 2478
Rpl6 -669 -2330
Rpl7a -2054 -3718
Rpl8 -4247 -3018
Rplp1 1737 1206
Rpn1 -584 -2591
Rpn2 2811 1591
Rps11 315 -2551
Rps12 2728 884
Rps13 -5050 -5764
Rps14 -1071 -1798
Rps15 -1045 -2489
Rps15a -3231 -2769
Rps16 900 -494
Rps17 -4875 -5562
Rps19 -44 -2802
Rps20 2098 1064
Rps21 1421 -1394
Rps24 69 -130
Rps25 -2930 -2703
Rps27a -1504 -1029
Rps27l 282 1037
Rps28 3137 -561
Rps3a1 -1317 -1655
Rps4x 810 -303
Rps5 1452 1852
Rps7 -2886 -1733
Rps8 1432 -1256
Rps9 -212 -1205
Rpsa -3636 -3074
Sars2 -6953 -6965
Sec11a 2983 -1386
Sec11c 2545 -783
Sec61a1 6371 4324
Sec61a2 -4893 -5428
Sec61b 5315 1434
Sec61g -4065 -1345
Spcs1 2963 780
Spcs2 1459 -541
Srp14 -2787 -1078
Srp19 -3428 -4816
Srp54a -729 -3696
Srp68 -2008 -1774
Srp72 1277 -916
Srp9 -2636 -3551
Srpr 1234 -2564
Srprb -2399 -694
Ssr1 6057 4618
Ssr2 2857 -2085
Ssr3 4310 -3996
Ssr4 1754 -2097
Tars 3361 754
Tars2 -6442 -5956
Tram1 6017 4182
Trmt112 390 1149
Tsfm -6347 -6440
Tufm -6846 -7363
Vars2 -6968 -6459
Wars2 -4658 -5948
Yars2 -6001 -7155





Protein-localization

Protein-localization
metric value
setSize 142
pMANOVA 7.41e-29
p.adjustMANOVA 7.9e-27
s.dist 0.742
s.young -0.512
s.old -0.537
p.young 6.06e-26
p.old 2.04e-28




Top 20 genes
Gene young old
Ndufb8 -7343 -7800
Dhrs4 -7344 -7770
Timm23 -7335 -7749
Acot2 -7253 -7797
Phyh -7261 -7709
Gstk1 -7200 -7732
Crat -7321 -7591
Ech1 -7282 -7627
Cs -7238 -7580
Atp5a1 -7220 -7504
Hspa9 -7037 -7692
Gnpat -7105 -7547
Hspd1 -6966 -7697
Pxmp2 -6949 -7658
Grpel1 -7078 -7473
Idh3g -7228 -7314
Ephx2 -6954 -7595
Atp5b -7224 -7258
Cyc1 -7237 -7220
Slc25a4 -7089 -7295

Click HERE to show all gene set members

All member genes
young old
Abcd1 -6190 -6228
Abcd2 -5558 -4862
Abcd3 -6653 -7370
Acbd5 6712 4401
Aco2 -6436 -6977
Acot2 -7253 -7797
Acot4 825 -4529
Acot8 559 -172
Acox1 -4724 -7321
Acox3 1630 -3864
Agps -605 -2899
Aldh3a2 -30 -948
Amacr -6767 -7086
App 6494 6345
Atad1 -3794 -5152
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Bag6 -5266 -4082
Bcs1l -5832 -6564
Caml 994 3005
Cat -2626 -1549
Chchd10 -7262 -6494
Chchd2 -7180 -5992
Chchd3 -7066 -7212
Chchd5 -1580 -3461
Chchd7 -6825 -6448
Cmc2 -6667 -7225
Cmc4 -3869 1658
Coa4 -1599 348
Coa6 -4801 -4707
Coq2 -7039 -7275
Cox19 6674 6213
Crat -7321 -7591
Crot -1116 -3382
Cs -7238 -7580
Cyb5a 4661 2737
Cyc1 -7237 -7220
Ddo -5929 -5213
Decr2 -2640 -3902
Dhrs4 -7344 -7770
Ech1 -7282 -7627
Ehhadh -5758 -7027
Emd -2212 -1010
Ephx2 -6954 -7595
Fis1 -3956 -2973
Fxn -6784 -6569
Get4 -1373 -1432
Gfer -1953 -4416
Gm11808 -5706 -216
Gm45799 -1631 4287
Gnpat -7105 -7547
Grpel1 -7078 -7473
Grpel2 -4955 -6528
Gstk1 -7200 -7732
Hmgcl -6101 -4870
Hmox1 654 381
Hscb -1609 -5700
Hsd17b4 -6387 -7282
Hspa9 -7037 -7692
Hspd1 -6966 -7697
Ide -4424 -4327
Idh1 -3318 -6643
Idh3g -7228 -7314
Ldhd -6770 -7536
Lonp2 -5285 -6862
Mlycd -6864 -7040
Mpv17 -5642 -5830
Mtx1 -5805 -4557
Mtx2 -6403 -6945
Ndufb8 -7343 -7800
Nos2 -5173 -6317
Nudt19 -6768 -6057
Nudt7 -6026 -7008
Pam16 -5409 -4217
Paox 3632 -605
Pecr -5886 -6147
Pex1 -1700 -4722
Pex10 -6076 -6073
Pex11b -3864 -5317
Pex12 2346 -4157
Pex13 -771 -5620
Pex14 809 -2777
Pex16 -3583 -3499
Pex19 -6534 -6309
Pex2 -5398 -6265
Pex26 -2597 -2650
Pex3 1333 -4235
Pex5 5993 2191
Pex6 -6267 -5589
Pex7 -6116 -6538
Phyh -7261 -7709
Pipox 3254 2820
Pitrm1 -5821 -6104
Pmpca -6712 -7102
Pmpcb -5714 -7243
Prnp 7411 6404
Pxmp2 -6949 -7658
Pxmp4 -6593 -7236
Rps27a -1504 -1029
Samm50 -7217 -6662
Scp2 -6736 -7268
Sec61b 5315 1434
Sec61g -4065 -1345
Serp1 5557 2548
Sgta -3667 -3548
Slc25a12 -7001 -7181
Slc25a13 -5896 -6938
Slc25a17 -336 -4956
Slc25a4 -7089 -7295
Stx1a 2912 1003
Stx5a 4418 3544
Taz -5545 -5487
Timm10 -5933 -5648
Timm13 -5069 -2877
Timm17a -6452 -6120
Timm17b -2372 -4104
Timm21 -6376 -7056
Timm22 -3823 -5072
Timm23 -7335 -7749
Timm44 -7154 -7015
Timm50 -6322 -5800
Timm8b -6609 -6897
Timm9 -5723 -5076
Tomm20 -4097 -410
Tomm22 -5748 -5300
Tomm40 -6658 -5282
Tomm6 -3900 -1449
Tomm7 -4071 -4401
Tomm70a -5828 -6506
Tysnd1 -504 -3360
Ubb 5763 -1908
Ubc -1436 -1699
Ube2d1 -4576 -5721
Ube2d2a -681 -3716
Ube2d3 5709 3978
Ube2j2 -2625 -2495
Ubl4a -5513 -5091
Usp9x 4374 -3676
Vamp2 -3875 -96
Vapa 441 -3564
Vdac1 -7008 -7195
Zfand6 -5659 -5819





Mitochondrial-protein-import

Mitochondrial-protein-import
metric value
setSize 57
pMANOVA 8.67e-23
p.adjustMANOVA 8.53e-21
s.dist 1.03
s.young -0.762
s.old -0.686
p.young 2.29e-23
p.old 2.95e-19




Top 20 genes
Gene young old
Ndufb8 -7343 -7800
Timm23 -7335 -7749
Cs -7238 -7580
Atp5a1 -7220 -7504
Hspa9 -7037 -7692
Hspd1 -6966 -7697
Grpel1 -7078 -7473
Idh3g -7228 -7314
Atp5b -7224 -7258
Cyc1 -7237 -7220
Slc25a4 -7089 -7295
Coq2 -7039 -7275
Ldhd -6770 -7536
Chchd3 -7066 -7212
Vdac1 -7008 -7195
Slc25a12 -7001 -7181
Timm44 -7154 -7015
Cmc2 -6667 -7225
Samm50 -7217 -6662
Pmpca -6712 -7102

Click HERE to show all gene set members

All member genes
young old
Aco2 -6436 -6977
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Bcs1l -5832 -6564
Chchd10 -7262 -6494
Chchd2 -7180 -5992
Chchd3 -7066 -7212
Chchd5 -1580 -3461
Chchd7 -6825 -6448
Cmc2 -6667 -7225
Cmc4 -3869 1658
Coa4 -1599 348
Coa6 -4801 -4707
Coq2 -7039 -7275
Cox19 6674 6213
Cs -7238 -7580
Cyc1 -7237 -7220
Fxn -6784 -6569
Gfer -1953 -4416
Gm45799 -1631 4287
Grpel1 -7078 -7473
Grpel2 -4955 -6528
Hscb -1609 -5700
Hspa9 -7037 -7692
Hspd1 -6966 -7697
Idh3g -7228 -7314
Ldhd -6770 -7536
Mtx1 -5805 -4557
Mtx2 -6403 -6945
Ndufb8 -7343 -7800
Pam16 -5409 -4217
Pitrm1 -5821 -6104
Pmpca -6712 -7102
Pmpcb -5714 -7243
Samm50 -7217 -6662
Slc25a12 -7001 -7181
Slc25a13 -5896 -6938
Slc25a4 -7089 -7295
Taz -5545 -5487
Timm10 -5933 -5648
Timm13 -5069 -2877
Timm17a -6452 -6120
Timm17b -2372 -4104
Timm21 -6376 -7056
Timm22 -3823 -5072
Timm23 -7335 -7749
Timm44 -7154 -7015
Timm50 -6322 -5800
Timm8b -6609 -6897
Timm9 -5723 -5076
Tomm20 -4097 -410
Tomm22 -5748 -5300
Tomm40 -6658 -5282
Tomm6 -3900 -1449
Tomm7 -4071 -4401
Tomm70a -5828 -6506
Vdac1 -7008 -7195





Pyruvate-metabolism-and-Citric-Acid-(TCA)-cycle

Pyruvate-metabolism-and-Citric-Acid-(TCA)-cycle
metric value
setSize 51
pMANOVA 4.48e-21
p.adjustMANOVA 4.1e-19
s.dist 1.05
s.young -0.725
s.old -0.76
p.young 3.15e-19
p.old 5.37e-21




Top 20 genes
Gene young old
Adhfe1 -7349 -7821
Ldhb -7348 -7811
Sdha -7346 -7813
Sdhd -7333 -7791
Sucla2 -7292 -7689
Mpc2 -7294 -7670
Suclg2 -7193 -7724
Idh3b -7322 -7586
Dld -7216 -7696
Suclg1 -7259 -7645
Dlst -7165 -7693
Pdhx -7172 -7679
Cs -7238 -7580
Sdhb -7295 -7485
Idh3a -7085 -7634
Nnt -6917 -7798
D2hgdh -7104 -7565
Sdhc -7227 -7405
Me3 -7147 -7472
Fahd1 -7052 -7556

Click HERE to show all gene set members

All member genes
young old
Aco2 -6436 -6977
Adhfe1 -7349 -7821
Bsg -6548 -7267
Cs -7238 -7580
D2hgdh -7104 -7565
Dlat -7003 -7332
Dld -7216 -7696
Dlst -7165 -7693
Fahd1 -7052 -7556
Fh1 -7115 -7449
Glo1 -5689 -5454
Gstz1 -6066 -6846
Hagh 3129 -1329
Idh2 -6961 -7381
Idh3a -7085 -7634
Idh3b -7322 -7586
Idh3g -7228 -7314
L2hgdh -6879 -7484
Ldha 3559 -4312
Ldhb -7348 -7811
Mdh2 -7233 -7179
Me1 -6765 -6942
Me2 5856 4582
Me3 -7147 -7472
Mpc1 -7043 -7036
Mpc2 -7294 -7670
Nnt -6917 -7798
Ogdh -7013 -7475
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pdk1 4156 -6364
Pdk2 -6889 -7055
Pdk3 6805 6440
Pdk4 -1655 1645
Pdp1 -4181 -5275
Pdp2 -5917 -7570
Pdpr -5996 -7506
Ppard -5588 -4490
Rxra -6194 -6804
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Slc16a1 -5936 -4200
Slc16a3 7305 6044
Slc16a8 -4482 -3791
Sucla2 -7292 -7689
Suclg1 -7259 -7645
Suclg2 -7193 -7724
Vdac1 -7008 -7195





Mitochondrial-biogenesis

Mitochondrial-biogenesis
metric value
setSize 88
pMANOVA 1.7e-19
p.adjustMANOVA 1.45e-17
s.dist 0.769
s.young -0.53
s.old -0.557
p.young 7.78e-18
p.old 1.67e-19




Top 20 genes
Gene young old
Sod2 -7345 -7817
Atp5o -7347 -7794
Atp5l -7340 -7690
Immt -7219 -7621
Atp5pb -7213 -7607
Atp5g3 -7235 -7573
Atp5a1 -7220 -7504
Atp5c1 -7207 -7515
Hspa9 -7037 -7692
Atp5h -7284 -7352
Atp5j -7206 -7420
Apoo -7092 -7482
Atp5b -7224 -7258
Cycs -7133 -7302
Idh2 -6961 -7381
mt-Atp6 -7229 -7101
Chchd3 -7066 -7212
Sirt5 -6878 -7374
Atp5j2 -7093 -7135
Ppara -6545 -7563

Click HERE to show all gene set members

All member genes
young old
Acss2 -2290 -928
Alas1 -6613 -7012
Apoo -7092 -7482
Apool -5925 -6704
Atf2 -651 -5338
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Calm1 -4595 -4970
Carm1 -1701 -5594
Chchd3 -7066 -7212
Chchd6 -3301 -2838
Chd9 6475 5594
Creb1 -3517 -2558
Crebbp -3332 -3533
Crtc1 4822 3316
Crtc2 2460 2533
Crtc3 3593 2639
Cycs -7133 -7302
Dmac2l -6520 -7171
Dnajc11 -6412 -6403
Esrra -6804 -5371
Gabpa -3716 -6288
Gabpb1 856 -2177
Glud1 -6306 -7705
Hcfc1 -2259 -3907
Hdac3 -6017 -6749
Helz2 -4511 2213
Hspa9 -7037 -7692
Idh2 -6961 -7381
Immt -7219 -7621
Mapk11 704 -262
Mapk12 6483 6788
Mapk14 -6492 -6835
Med1 -2830 -5832
Mef2c 4484 1893
Mef2d -4176 -241
Micos10 -7129 -6291
Micos13 -6641 -6011
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
Mterf1a 3165 -425
Mtx1 -5805 -4557
Mtx2 -6403 -6945
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncoa6 -1555 -3479
Ncor1 -4730 -6152
Nr1d1 1296 -175
Nrf1 2046 1078
Perm1 -7027 -6909
Polg2 -3186 -2974
Polrmt -6292 -5820
Ppara -6545 -7563
Ppargc1a -6363 -7511
Ppargc1b -5894 -3355
Pprc1 3621 3813
Prkaa2 -6100 -7414
Prkab1 -4034 -7255
Prkab2 7420 5930
Prkag1 -6213 -4030
Prkag2 4029 -2192
Prkag3 5303 4957
Rxra -6194 -6804
Samm50 -7217 -6662
Sirt3 -6560 -6988
Sirt4 -5710 -5696
Sirt5 -6878 -7374
Smarcd3 -4349 -759
Sod2 -7345 -7817
Ssbp1 -4608 -3399
Tbl1x 3008 -5102
Tbl1xr1 4225 -2715
Tfam -6212 -6843
Tfb1m -3569 -5783
Tfb2m -6600 -7199
Tgs1 -4991 -5508
Tmem11 -5461 -4602





Collagen-biosynthesis-and-modifying-enzymes

Collagen-biosynthesis-and-modifying-enzymes
metric value
setSize 56
pMANOVA 1.44e-17
p.adjustMANOVA 1.15e-15
s.dist 0.914
s.young 0.637
s.old 0.655
p.young 1.59e-16
p.old 2.1e-17




Top 20 genes
Gene young old
Col8a2 7452 6978
P3h2 7374 7030
Col8a1 7519 6875
Col5a2 7480 6907
Col12a1 7235 7031
Col16a1 7349 6856
Col1a2 7362 6786
Col14a1 7303 6796
Col4a3 7037 6967
Col11a1 7093 6902
Col27a1 7356 6638
Adamts2 7469 6535
Col4a5 7202 6747
Pcolce 7373 6528
Col4a4 7049 6807
Col1a1 7237 6629
Col9a2 7498 6397
P3h3 7230 6562
Col6a1 7176 6438
Col5a1 7233 6290

Click HERE to show all gene set members

All member genes
young old
Adamts14 3117 5979
Adamts2 7469 6535
Adamts3 -4916 -4222
Bmp1 7236 6255
Col11a1 7093 6902
Col11a2 -1021 3528
Col12a1 7235 7031
Col13a1 2636 3872
Col14a1 7303 6796
Col15a1 6814 6634
Col16a1 7349 6856
Col18a1 6116 5391
Col1a1 7237 6629
Col1a2 7362 6786
Col20a1 2825 6268
Col23a1 5725 2177
Col25a1 -1076 474
Col26a1 7193 5097
Col27a1 7356 6638
Col28a1 215 3053
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col4a6 2683 4540
Col5a1 7233 6290
Col5a2 7480 6907
Col5a3 2225 -2736
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col8a1 7519 6875
Col8a2 7452 6978
Col9a2 7498 6397
Colgalt1 4060 2838
Colgalt2 -4035 -2084
Crtap 6718 3923
P3h1 6856 4702
P3h2 7374 7030
P3h3 7230 6562
P4ha1 4494 6389
P4ha2 -5915 -3841
P4ha3 6223 4289
P4hb 6441 4378
Pcolce 7373 6528
Pcolce2 3514 6586
Plod1 -2323 2388
Plod2 7080 6224
Plod3 5833 4938
Ppib 5989 3349
Serpinh1 1466 3868
Tll1 5403 4589
Tll2 -784 -5372





Cristae-formation

Cristae-formation
metric value
setSize 29
pMANOVA 4.27e-17
p.adjustMANOVA 3.22e-15
s.dist 1.25
s.young -0.905
s.old -0.861
p.young 3.21e-17
p.old 9.79e-16




Top 20 genes
Gene young old
Atp5o -7347 -7794
Atp5l -7340 -7690
Immt -7219 -7621
Atp5pb -7213 -7607
Atp5g3 -7235 -7573
Atp5a1 -7220 -7504
Atp5c1 -7207 -7515
Hspa9 -7037 -7692
Atp5h -7284 -7352
Atp5j -7206 -7420
Apoo -7092 -7482
Atp5b -7224 -7258
mt-Atp6 -7229 -7101
Chchd3 -7066 -7212
Atp5j2 -7093 -7135
Samm50 -7217 -6662
Dmac2l -6520 -7171
Atp5d -7173 -6303
Micos10 -7129 -6291
Mtx2 -6403 -6945

Click HERE to show all gene set members

All member genes
young old
Apoo -7092 -7482
Apool -5925 -6704
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Chchd3 -7066 -7212
Chchd6 -3301 -2838
Dmac2l -6520 -7171
Dnajc11 -6412 -6403
Hspa9 -7037 -7692
Immt -7219 -7621
Micos10 -7129 -6291
Micos13 -6641 -6011
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
Mtx1 -5805 -4557
Mtx2 -6403 -6945
Samm50 -7217 -6662
Tmem11 -5461 -4602





Mitochondrial-Fatty-Acid-Beta-Oxidation

Mitochondrial-Fatty-Acid-Beta-Oxidation
metric value
setSize 31
pMANOVA 5.13e-17
p.adjustMANOVA 3.65e-15
s.dist 1.21
s.young -0.858
s.old -0.85
p.young 1.25e-16
p.old 2.49e-16




Top 20 genes
Gene young old
Hadh -7309 -7774
Acaa2 -7293 -7768
Eci1 -7341 -7716
Hadhb -7300 -7759
Acot2 -7253 -7797
Decr1 -7267 -7777
Echs1 -7313 -7662
Hadha -7254 -7673
Ndufab1 -7247 -7579
Acad11 -7134 -7691
Acadvl -7306 -7500
Acadm -7198 -7598
Mmut -7065 -7739
Pcca -7022 -7738
Mcee -7015 -7616
Acads -7280 -7250
Pccb -7054 -7359
Acadl -6920 -7478
Acot13 -7060 -7028
Acot11 -6459 -7215

Click HERE to show all gene set members

All member genes
young old
Acaa2 -7293 -7768
Acad11 -7134 -7691
Acad12 -6749 -6851
Acadl -6920 -7478
Acadm -7198 -7598
Acads -7280 -7250
Acadvl -7306 -7500
Acbd6 -5225 -2979
Acot11 -6459 -7215
Acot13 -7060 -7028
Acot2 -7253 -7797
Acot7 -5971 -6960
Acot9 7045 6582
Acsf2 -5910 -7231
Dbi -6324 -6808
Decr1 -7267 -7777
Echs1 -7313 -7662
Eci1 -7341 -7716
Hadh -7309 -7774
Hadha -7254 -7673
Hadhb -7300 -7759
Mcat -6474 -6636
Mcee -7015 -7616
Mecr -6170 -6438
Mmaa -6691 -6758
Mmut -7065 -7739
Ndufab1 -7247 -7579
Pcca -7022 -7738
Pccb -7054 -7359
Pctp -3512 -6069
Them4 -5770 -5601





Collagen-formation

Collagen-formation
metric value
setSize 75
pMANOVA 1.22e-16
p.adjustMANOVA 8.24e-15
s.dist 0.769
s.young 0.546
s.old 0.542
p.young 3.06e-16
p.old 4.96e-16




Top 20 genes
Gene young old
Col8a2 7452 6978
P3h2 7374 7030
Col8a1 7519 6875
Col5a2 7480 6907
Lamc2 7360 6977
Col12a1 7235 7031
Col16a1 7349 6856
Loxl2 7336 6852
Loxl3 7361 6821
Col1a2 7362 6786
Col14a1 7303 6796
Col4a3 7037 6967
Col11a1 7093 6902
Col27a1 7356 6638
Adamts2 7469 6535
Col4a5 7202 6747
Pcolce 7373 6528
Col4a4 7049 6807
Col1a1 7237 6629
Col9a2 7498 6397

Click HERE to show all gene set members

All member genes
young old
Adamts14 3117 5979
Adamts2 7469 6535
Adamts3 -4916 -4222
Bmp1 7236 6255
Cd151 -3387 -2499
Col11a1 7093 6902
Col11a2 -1021 3528
Col12a1 7235 7031
Col13a1 2636 3872
Col14a1 7303 6796
Col15a1 6814 6634
Col16a1 7349 6856
Col18a1 6116 5391
Col1a1 7237 6629
Col1a2 7362 6786
Col20a1 2825 6268
Col23a1 5725 2177
Col25a1 -1076 474
Col26a1 7193 5097
Col27a1 7356 6638
Col28a1 215 3053
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col4a6 2683 4540
Col5a1 7233 6290
Col5a2 7480 6907
Col5a3 2225 -2736
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col8a1 7519 6875
Col8a2 7452 6978
Col9a2 7498 6397
Colgalt1 4060 2838
Colgalt2 -4035 -2084
Crtap 6718 3923
Ctsb -39 -2241
Ctss 3818 -193
Dst 5571 5573
Itga6 -5055 -3078
Itgb4 2528 3814
Lama3 1858 -436
Lamb3 -6638 -7066
Lamc2 7360 6977
Lox 7364 6358
Loxl1 7313 5950
Loxl2 7336 6852
Loxl3 7361 6821
Loxl4 6831 6223
Mmp13 -101 -5501
Mmp3 -1265 4045
Mmp9 1226 -6359
P3h1 6856 4702
P3h2 7374 7030
P3h3 7230 6562
P4ha1 4494 6389
P4ha2 -5915 -3841
P4ha3 6223 4289
P4hb 6441 4378
Pcolce 7373 6528
Pcolce2 3514 6586
Plec 1669 2349
Plod1 -2323 2388
Plod2 7080 6224
Plod3 5833 4938
Ppib 5989 3349
Pxdn -3621 -6204
Serpinh1 1466 3868
Tll1 5403 4589
Tll2 -784 -5372





Collagen-chain-trimerization

Collagen-chain-trimerization
metric value
setSize 33
pMANOVA 1.12e-13
p.adjustMANOVA 7.15e-12
s.dist 1.04
s.young 0.737
s.old 0.74
p.young 2.34e-13
p.old 1.79e-13




Top 20 genes
Gene young old
Col8a2 7452 6978
Col8a1 7519 6875
Col5a2 7480 6907
Col12a1 7235 7031
Col16a1 7349 6856
Col1a2 7362 6786
Col14a1 7303 6796
Col4a3 7037 6967
Col11a1 7093 6902
Col27a1 7356 6638
Col4a5 7202 6747
Col4a4 7049 6807
Col1a1 7237 6629
Col9a2 7498 6397
Col6a1 7176 6438
Col5a1 7233 6290
Col6a2 6971 6524
Col15a1 6814 6634
Col3a1 6563 6455
Col26a1 7193 5097

Click HERE to show all gene set members

All member genes
young old
Col11a1 7093 6902
Col11a2 -1021 3528
Col12a1 7235 7031
Col13a1 2636 3872
Col14a1 7303 6796
Col15a1 6814 6634
Col16a1 7349 6856
Col18a1 6116 5391
Col1a1 7237 6629
Col1a2 7362 6786
Col20a1 2825 6268
Col23a1 5725 2177
Col25a1 -1076 474
Col26a1 7193 5097
Col27a1 7356 6638
Col28a1 215 3053
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col4a6 2683 4540
Col5a1 7233 6290
Col5a2 7480 6907
Col5a3 2225 -2736
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col8a1 7519 6875
Col8a2 7452 6978
Col9a2 7498 6397





Citric-acid-cycle-(TCA-cycle)

Citric-acid-cycle-(TCA-cycle)
metric value
setSize 22
pMANOVA 2.51e-13
p.adjustMANOVA 1.53e-11
s.dist 1.26
s.young -0.894
s.old -0.889
p.young 3.71e-13
p.old 5.02e-13




Top 20 genes
Gene young old
Sdha -7346 -7813
Sdhd -7333 -7791
Sucla2 -7292 -7689
Suclg2 -7193 -7724
Idh3b -7322 -7586
Dld -7216 -7696
Suclg1 -7259 -7645
Dlst -7165 -7693
Cs -7238 -7580
Sdhb -7295 -7485
Idh3a -7085 -7634
Nnt -6917 -7798
Sdhc -7227 -7405
Me3 -7147 -7472
Fahd1 -7052 -7556
Fh1 -7115 -7449
Idh3g -7228 -7314
Ogdh -7013 -7475
Mdh2 -7233 -7179
Idh2 -6961 -7381

Click HERE to show all gene set members

All member genes
young old
Aco2 -6436 -6977
Cs -7238 -7580
Dld -7216 -7696
Dlst -7165 -7693
Fahd1 -7052 -7556
Fh1 -7115 -7449
Idh2 -6961 -7381
Idh3a -7085 -7634
Idh3b -7322 -7586
Idh3g -7228 -7314
Mdh2 -7233 -7179
Me2 5856 4582
Me3 -7147 -7472
Nnt -6917 -7798
Ogdh -7013 -7475
Sdha -7346 -7813
Sdhb -7295 -7485
Sdhc -7227 -7405
Sdhd -7333 -7791
Sucla2 -7292 -7689
Suclg1 -7259 -7645
Suclg2 -7193 -7724





Signal-Transduction

Signal-Transduction
metric value
setSize 1697
pMANOVA 3.11e-13
p.adjustMANOVA 1.81e-11
s.dist 0.144
s.young 0.113
s.old 0.0899
p.young 3.26e-14
p.old 1.55e-09




Top 20 genes
Gene young old
Stk4 7525 7053
Rtn4 7507 7050
Rhoc 7516 7014
Gnao1 7515 7001
Ncam1 7473 7015
Ngef 7494 6990
Lrp8 7444 7007
Fstl3 7499 6931
Thbs4 7358 7046
Arhgap22 7429 6969
Cilp 7513 6887
Chn2 7418 6971
Mmp2 7497 6885
Arhgap11a 7394 6962
Lamc2 7360 6977
Adcy7 7472 6866
Fzd2 7468 6862
F2r 7423 6894
Fzd7 7316 6985
Srgap3 7276 7005

Click HERE to show all gene set members

All member genes
young old
A2m 6437 1719
Aatf 1620 2893
Abca1 5067 -281
Abca4 -6708 103
Abcg1 4372 4144
Abhd12 -138 -2637
Abhd6 -3892 -5847
Abi1 4624 4991
Abi2 5344 5667
Abl1 -3295 -1044
Abr -3993 -4645
Ackr2 6213 5741
Ackr3 -5232 -1642
Ackr4 7184 5570
Acta2 -5838 3002
Actb 662 -310
Actg1 -1363 880
Actn2 -2000 -1053
Actr2 3943 842
Actr3 6464 4364
Acvr1b -603 -3711
Acvr2a 1476 -990
Acvr2b -3633 -5605
Acvrl1 -4389 -2410
Adam10 5268 3108
Adam12 5421 4313
Adam17 289 -1999
Adap1 7089 6608
Adcy1 -6563 -7364
Adcy2 5556 5860
Adcy3 4131 2305
Adcy4 -5866 -4935
Adcy5 2555 4612
Adcy6 -5219 -4103
Adcy7 7472 6866
Adcy9 -4881 -5347
Adcyap1r1 6532 3664
Adgre1 2280 181
Adh1 -6458 -7736
Adm 2893 -1321
Adora1 -4092 5269
Adora2a -2137 -6664
Adora3 -675 -1055
Adra1a -7031 -7809
Adra1b -5165 -5348
Adra1d -402 -1465
Adra2b -6086 -1031
Adra2c -1945 2287
Adrb1 -5580 -6094
Adrb2 -1509 -2331
Ago1 2166 -963
Ago2 2186 -155
Ago3 -1778 -2978
Ago4 -4949 -7303
Agrn -247 199
Agt -4320 -6233
Ahctf1 -1327 1125
Ahcyl1 366 -4646
Akap13 6625 6751
Akr1b8 6176 5778
Akt1 -6210 -5765
Akt1s1 -319 -2179
Akt2 -7113 -6780
Akt3 2614 4706
Aldh1a2 5436 -3233
Aldh1a3 6915 6545
Aldh8a1 696 1793
Amer1 6232 5260
Amot 6138 5596
Amotl1 838 4479
Amotl2 -5325 -5232
Angpt1 -7088 -7650
Angptl3 -5745 -957
Anxa1 7137 6423
Ap2a1 4766 -1188
Ap2a2 1207 -4356
Ap2b1 5061 4756
Ap2m1 1964 309
Ap2s1 1934 322
Apbb1ip 6482 6202
Apc 6673 5921
Aph1a -4147 -4136
Aph1b -1630 -4351
Apln -6291 -7317
Aplnr -5034 -2393
Apoa1 -3117 -370
Apoa2 -4104 -1788
Apob -2312 1254
Apoc4 -4988 2472
Apod 6634 6993
Apoe 948 -334
App 6494 6345
Ar 594 2654
Araf -4959 -2947
Arap1 5954 3831
Arap2 -1350 -4921
Arap3 -5858 -5809
Arf6 5964 4802
Arhgap1 5837 3387
Arhgap10 -5360 -3726
Arhgap11a 7394 6962
Arhgap12 -506 800
Arhgap15 -1596 408
Arhgap17 -1015 2460
Arhgap18 -3552 -6179
Arhgap19 2030 -5976
Arhgap20 -5001 -6586
Arhgap21 3599 289
Arhgap22 7429 6969
Arhgap23 3516 4484
Arhgap24 -1360 870
Arhgap25 -1759 -4768
Arhgap26 -6349 -7597
Arhgap27 -2412 2882
Arhgap28 2083 -4075
Arhgap29 -5020 -6589
Arhgap30 1008 -823
Arhgap31 -5344 -3982
Arhgap32 6908 4381
Arhgap33 4606 5492
Arhgap35 4198 5153
Arhgap39 1536 1625
Arhgap4 663 1775
Arhgap42 -1161 -2286
Arhgap44 7180 6263
Arhgap5 -2948 -5451
Arhgap6 6646 5509
Arhgap8 -3105 -271
Arhgap9 -3502 -6243
Arhgdia 4925 3516
Arhgdib 961 1065
Arhgdig 7025 6168
Arhgef1 1955 1042
Arhgef10 -2971 1396
Arhgef10l 7155 5662
Arhgef11 1968 -3385
Arhgef12 5941 5958
Arhgef15 -6503 -6246
Arhgef16 -1902 -413
Arhgef17 -4717 -866
Arhgef18 1393 4450
Arhgef19 -5697 -6545
Arhgef2 2328 5021
Arhgef25 6853 -3652
Arhgef26 -529 444
Arhgef3 -4871 -2937
Arhgef37 -1783 -1494
Arhgef39 5410 6824
Arhgef4 3028 -1582
Arhgef40 7409 6589
Arhgef5 2848 6152
Arhgef6 4069 1220
Arhgef7 863 -4668
Arhgef9 -5499 -6454
Arl4c 3666 5581
Arpc1a 1275 -1289
Arpc1b 5865 3747
Arpc2 6342 4176
Arpc3 4578 4114
Arpc4 5956 2991
Arpc5 5253 3164
Arrb1 6454 5029
Arrb2 2854 2025
Ash2l 1009 3931
Atf1 4185 1632
Atf2 -651 -5338
Atp2a2 -6892 -7466
Atp2a3 -769 2193
Atp6ap1 1328 2557
Atp6v0a1 -3987 -5623
Atp6v0a2 -734 -6476
Atp6v0a4 6941 6919
Atp6v0b -3815 -2262
Atp6v0c -1692 -715
Atp6v0d1 307 -2150
Atp6v0e 4446 4738
Atp6v0e2 6287 6347
Atp6v1a 1883 3522
Atp6v1b2 -5684 -5506
Atp6v1c1 458 -2347
Atp6v1d -5814 -6408
Atp6v1e1 -4082 -4381
Atp6v1f 527 -3203
Atp6v1g1 -5352 -5782
Atp6v1g2 5757 1618
Atp6v1h 6538 6604
Aurkb 3210 3991
Avpr1a -5760 -6645
Axin1 3573 2919
Axin2 5432 6015
Axl 7445 6311
B4galt1 3267 1068
B9d2 1247 -1120
Bad 4020 3510
Bag4 396 -1463
Baiap2 7195 6654
Bambi 7048 6497
Bax 5258 3874
Bcar1 7122 5122
Bcl2 7330 6782
Bcl2l11 -4296 -6286
Bcl9 -4024 -4681
Bcl9l 3669 -1114
Bcr 4983 5060
Bdnf -1575 -6180
Bex3 3243 384
Birc2 -3354 -4484
Birc3 5640 1352
Birc5 2583 4194
Bmi1 -6397 -6220
Bmp2 -2270 2145
Bmpr1a 3149 3437
Bmpr2 4898 4305
Boc 2625 6100
Braf -1243 2714
Brap 5029 2606
Brk1 1129 286
Btc 3998 3938
Btk -2061 -2454
Btrc -983 -2965
Bub1 1105 4517
Bub3 -1705 -546
C3 -1415 -6719
C3ar1 2000 1897
C5ar1 -146 -1606
C5ar2 194 -3216
Cab39 5066 4406
Cab39l -765 -832
Calcrl 5853 3332
Calm1 -4595 -4970
Camk2a -6445 -7293
Camk2b 7071 5898
Camk2g -3829 -6080
Camkk1 6373 6639
Camkk2 6852 5301
Camkmt -1938 143
Carm1 -1701 -5594
Casp2 160 3626
Casp3 6837 4230
Casp8 -791 -3340
Casp9 3738 -2865
Cav1 -5892 -7143
Cav2 -5844 -5876
Cbfb 5644 4451
Cbl 2363 821
Cbx2 3715 1391
Cbx4 1789 2079
Cbx6 6773 5589
Cbx8 -714 -3048
Cby1 -3612 -3102
Ccdc88c -3948 679
Ccl2 2195 -4721
Ccl7 3952 -5153
Ccl9 -6741 -6922
Ccnc 3190 2238
Ccnd1 2065 4489
Ccnd3 3954 2791
Ccne1 3855 1801
Ccnk -4488 -3894
Ccnt1 -3985 -5875
Ccnt2 -4162 -1870
Ccr1 4784 1307
Ccr10 1614 1451
Ccr2 5608 -3576
Ccr5 126 20
Ccrl2 -5124 -6524
Cd28 -2942 -5027
Cd80 2093 2902
Cd86 1115 -91
Cdc14a 4536 -955
Cdc20 1433 3116
Cdc37 -6143 -4147
Cdc42 4331 3497
Cdc42ep2 -1584 986
Cdc42ep3 -3193 -4296
Cdc42ep5 6014 4074
Cdc73 61 -1350
Cdca8 5325 3945
Cdh5 -4444 -6560
Cdk1 5710 3875
Cdk2 -2220 -2606
Cdk4 3801 980
Cdk5 -807 351
Cdk5r1 3200 5364
Cdk8 6754 5462
Cdk9 5136 3255
Cdkn1a 5001 5540
Cdkn1b -1220 -5514
Cdkn2b 6506 4830
Cdon 6605 5408
Cenpa -3479 -2363
Cenpc1 1078 2436
Cenpe 6429 5244
Cenpf -6022 -6794
Cenpi 3894 101
Cenpl 3823 -1277
Cenpn 2680 1267
Cenpo 4399 3542
Cenpp -814 3895
Cenpq 1164 -2232
Cenpt 4599 4429
Cfl1 2263 2403
Cflar -4133 -2358
Chd1 4958 4934
Chd3 -4325 -6065
Chd4 5309 4887
Chd8 1558 1370
Chek1 1067 3898
Chn1 3840 4046
Chn2 7418 6971
Chrdl1 742 2722
Chrm2 -3866 -3729
Chrm3 225 -2399
Chuk -1279 -2202
Cilp 7513 6887
Cit 522 2535
Ckap5 1514 -5473
Clasp1 -5646 -7348
Clasp2 -3925 -6410
Clip1 6553 5480
Clip3 7194 5627
Clta 2287 -631
Cltb 6447 5854
Cltc 2485 6
Cma1 988 82
Cmklr1 5841 5982
Cngb1 -3825 -2720
Cnksr1 7375 6771
Cnksr2 5134 6459
Cnot6l -3465 -624
Cnr2 -3729 -2819
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col9a2 7498 6397
Cpt1a 3375 -3304
Cpt1b -6751 -7032
Creb1 -3517 -2558
Crebbp -3332 -3533
Crhr2 -7109 -7742
Crk -1529 -945
Crkl -2538 -3934
Csf2ra 6263 4780
Csf2rb2 4887 3245
Csk 384 -1162
Csnk1a1 92 -2196
Csnk1e 2484 -2792
Csnk1g2 -1867 -1025
Csnk2a1 -6837 -7714
Csnk2a2 2827 -156
Csnk2b -4627 -5569
Ctbp1 -4329 -4109
Ctbp2 -993 671
Ctnna1 -4995 -5073
Ctnnb1 -2555 -3976
Ctnnbip1 2189 5245
Cttn 7225 6511
Cul1 -3119 -3855
Cul3 -3349 -6313
Cul5 -2055 -6542
Cx3cl1 5319 4905
Cx3cr1 2594 4915
Cxcl10 6404 6503
Cxcl12 -2702 -7116
Cxcl16 6525 4852
Cxcl9 -5835 -4523
Cxcr4 -5386 -5393
Cxcr6 7346 5824
Cxxc4 722 -2921
Cxxc5 6265 -8
Cyba 629 -1455
Cybb 3394 -2359
Cyfip1 2165 -1240
Cyfip2 -7188 -7751
Cyld 7081 5831
Cyp26b1 -5413 -5234
Cyp4v3 1947 2922
Cysltr1 6679 5775
Daam1 -5306 -7072
Dab2ip -4902 -2523
Dact1 5775 5214
Dagla 5405 2618
Daglb 6108 5773
Ddx5 -4166 -1868
Depdc7 1606 -5541
Derl2 -2315 -4575
Dgka -4870 -4501
Dgkb 2754 4349
Dgkd 5922 5645
Dgke -6208 -5221
Dgkg -2589 6777
Dgkh -4773 -3197
Dgkq -3202 728
Dgkz -5865 -1113
Dhh -3543 2164
Dhrs3 -5679 -4372
Dhrs4 -7344 -7770
Dhrs9 4412 6006
Diaph1 4594 4855
Diaph2 3005 1306
Diaph3 5587 5434
Dlat -7003 -7332
Dlc1 -5330 -7004
Dld -7216 -7696
Dlg1 1311 -1704
Dlg2 7058 6995
Dlg3 4869 4306
Dlg4 6131 5964
Dlgap5 3580 4431
Dll1 -3529 -4435
Dll4 -6237 -6376
Dnajb1 -2400 -2076
Dnal4 -1934 -3240
Dnm1 7467 6740
Dnm2 -4130 324
Dnm3 -1732 3166
Dock1 5365 5455
Dock7 6978 5868
Dok1 6312 6298
Drap1 -4038 -1295
Drd2 -1769 580
Dsn1 5243 4832
Dtx1 -900 -1346
Dtx2 4257 5185
Dtx4 6187 -2058
Dusp1 -2842 864
Dusp10 6471 6681
Dusp16 -2466 -2042
Dusp2 6530 6313
Dusp4 6639 6060
Dusp5 5873 4069
Dusp6 3733 4564
Dusp7 -6051 -6519
Dusp8 -5958 -5321
Dvl1 -376 452
Dvl2 5014 -1883
Dvl3 -1856 -6070
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dync2h1 5678 6391
Dynll1 5075 5782
Dynll2 -6128 -5510
Dzip1 6296 6014
E2f1 4237 5630
E2f3 6585 6156
E2f4 -2332 -872
E2f5 4814 -2248
Ebag9 -4006 -5538
Ece1 3209 -4159
Ece2 6648 3574
Ect2 5210 4175
Edn1 6861 48
Edn3 6366 6744
Ednra -5789 -7177
Ednrb 5957 -819
Eed -1278 -3292
Eef2k -1766 -5422
Eepd1 -6325 -6327
Efcab7 3598 3928
Egf -5607 -6796
Egfr 6827 4231
Egr1 6800 2934
Eif4e -5795 -5062
Eif4ebp1 -2737 -1088
Eif4g1 -5508 -5906
Elk1 730 -4144
Elmo1 3041 6905
Elmo2 4648 -559
Ep300 -2809 -454
Epas1 -5094 -7186
Epn1 -6564 -4868
Epor 688 -3210
Eps15 4596 4742
Eps15l1 -5775 -6626
Erbb2 6225 5682
Erbb3 -4416 -6276
Erbb4 -4933 -5991
Erbin 6930 6090
Ercc6l 1344 991
Ereg 7082 6195
Erlec1 29 -3423
Esr1 -3962 1501
Etv4 7385 6727
Evc 6657 6361
Evc2 6445 6114
Evl -2001 -3400
Ezh2 1073 -2112
F11r -352 -4343
F2r 7423 6894
F2rl1 2530 5665
F2rl3 -645 631
Fabp5 -285 -5130
Fadd 3556 -919
Fam13a 6418 6692
Fam13b 6199 6106
Fas -4946 -4767
Fasn 4789 4808
Fbxw7 -1767 3232
Fcer2a -2480 2509
Fer -818 -1503
Fes -2403 431
Fga -3043 855
Fgb -3889 1327
Fgd1 6243 1048
Fgd2 323 -1605
Fgd3 -434 6342
Fgd4 -5662 -4952
Fgf1 -6409 -6042
Fgf16 -6944 -7284
Fgf18 880 3645
Fgf2 3347 -4613
Fgf6 5190 6275
Fgf7 689 -852
Fgf9 -5418 -6966
Fgfbp3 -3463 -449
Fgfr1 7453 6618
Fgfr2 6924 4659
Fgfr3 -204 6111
Fgfrl1 6005 2633
Fkbp1a 6714 3954
Fkbp4 -7204 -7508
Fkbp5 4337 3812
Flna -813 4118
Flrt2 6514 6338
Flrt3 -29 649
Flt1 -4698 -6777
Flt3l 3362 6123
Flt4 2005 2622
Fmnl1 -6681 -3942
Fmnl2 716 5597
Fmnl3 3760 6033
Fn1 7320 6491
Fnta -2838 -2939
Fntb -4346 -1943
Fos 7050 4530
Fosb 6922 3434
Foxo1 2248 -1056
Foxo3 -3836 -5969
Foxo4 -4257 -3546
Foxo6 -2013 -6019
Frat1 102 -6191
Frat2 -335 -2487
Frk 5329 4846
Frs2 -218 -3918
Frs3 -1740 -3924
Fst 4288 373
Fstl1 7372 6531
Fstl3 7499 6931
Furin 1738 -2954
Fuz -3225 -1591
Fyn -1763 2161
Fzd1 7072 6494
Fzd2 7468 6862
Fzd3 2650 -4881
Fzd4 -3807 -5670
Fzd5 977 -1199
Fzd6 -1643 -4715
Fzd7 7316 6985
Fzd8 -1650 -3004
Fzd9 1646 -2212
Gab1 3288 -4110
Gab2 7094 6805
Gabbr1 4583 5504
Gabrb3 5080 5081
Gas1 5126 5459
Gas8 1183 3535
Gata3 -2641 -1970
Gatad2a 1054 676
Gatad2b 3885 -2689
Gdi1 -1923 2493
Gdi2 5610 3130
Gdnf 2508 4885
Gfra1 -7074 -7437
Gfra2 3155 -3765
Gfra3 -846 -456
Gfra4 -6610 -7277
Gga3 -4565 -2465
Gli1 2934 3910
Gli2 7223 6627
Gli3 6061 4985
Gm11808 -5706 -216
Gm45234 3083 -316
Gm45837 631 778
Gmip 3772 3815
Gna11 -4353 -3900
Gna12 -4539 -6255
Gna13 6652 5922
Gna15 -635 -2576
Gnai1 6499 6092
Gnai2 3854 1841
Gnai3 5056 4344
Gnal 5955 6980
Gnao1 7515 7001
Gnas 5370 2987
Gnaz 1216 906
Gnb1 3378 553
Gnb2 2426 -280
Gnb3 -4309 -7248
Gnb4 4703 4055
Gnb5 -739 -4170
Gng10 3588 3127
Gng11 -2381 -3084
Gng12 2443 -1045
Gng2 2834 1842
Gng8 6555 5926
Gngt2 -3723 -2987
Gnrh1 -1699 -2260
Gopc 5501 4340
Gpam -6358 -7122
Gpc1 -3801 -4293
Gpc3 2127 -5769
Gpc4 -3619 -6582
Gpc6 6891 6273
Gper1 -743 -562
Gpihbp1 -3847 -6453
Gpnmb 4028 6379
Gpr161 6533 5887
Gpr17 -4163 5053
Gpr176 5805 4692
Gpr183 -490 -318
Gpr20 -768 -1135
Gpr27 -3766 -6963
Gpr35 6012 3352
Gpr39 6659 6445
Gpr4 -4543 -5848
Gpr65 110 3741
Gpr68 5020 3200
Gps2 -776 1748
Gpsm1 -6824 -6238
Gpsm2 6631 4605
Gpsm3 5447 3802
Grap2 2695 280
Grb10 6111 390
Grb2 -4590 -3819
Greb1 6706 6791
Grin2d 5624 -588
Grk1 1631 -956
Grk2 -5236 -5006
Grk3 2707 2012
Grk4 6284 5580
Grk5 7171 6880
Grk6 -4193 -3621
Grm1 -6999 -7737
Gsk3a -4423 -3666
Gsk3b 6419 5572
Gtf2a1 6650 3971
Gtf2a2 -4702 -5681
Gtf2f1 -1213 1075
Gtf2f2 234 -545
Guca1b 1449 3791
H3f3a -2808 -2666
Hbegf 7493 6774
Hdac1 5275 3944
Hdac10 -626 1621
Hdac11 -6797 -7439
Hdac2 -4789 -5887
Hdac3 -6017 -6749
Hdac4 -3163 -4830
Hdac5 -4695 -2540
Hdac6 6751 5144
Hdac7 -3802 -822
Hdac8 5046 1861
Hdac9 6050 4630
Hebp1 6067 5275
Hes1 4367 -195
Hey1 -4523 -5707
Hey2 -3980 -5989
Heyl 6892 5225
Hgf 4186 1759
Hgs 4975 3859
Hhat 5690 4537
Hif1a 6604 1121
Hnrnpa1 4679 4990
Hnrnpf -1883 -3953
Hnrnph1 -2402 -2388
Hnrnpm -2565 -5210
Hpn -4359 -4725
Hras -3767 -1016
Hrh2 -2160 -1414
Hsp90ab1 -3870 -989
Hspb1 7446 6787
Hspg2 6535 3769
Htr2a 3479 6543
Ier3 5131 3998
Ift122 1483 5861
Ift140 4747 135
Ift172 -3401 -3674
Ift52 770 -3123
Ift57 5681 5554
Ift88 4582 2773
Igf1 7240 5920
Igf1r 6747 6611
Igf2 768 -5914
Ikbkb 2795 5196
Ikbkg -3327 -2281
Ikzf1 -357 -385
Il17rd 6004 6217
Il1rap 6417 5028
Il1rl1 -2719 -2986
Il2ra -5927 -4866
Il2rb 2395 3790
Il2rg -3503 -3948
Il33 5215 4653
Il6ra -1025 -4610
Il6st 6220 5168
Incenp 3287 3181
Inhba 7150 6998
Inhbb 4233 -3243
Inpp5b 1011 -1466
Insr -2006 -4919
Intu 4641 4309
Iqgap1 5787 6617
Iqgap2 -997 -3650
Iqgap3 6649 6994
Irak1 -4897 -4749
Irs1 4191 4325
Irs2 -2191 121
Itch 727 360
Itga2 3765 6228
Itga2b 5803 437
Itga3 5715 5066
Itgav 7314 6700
Itgb1 6770 5825
Itgb3 7496 5721
Itgb3bp -1539 -74
Itpr1 -3696 1181
Itpr2 -1813 4665
Itpr3 -366 4557
Itsn1 946 -1939
Jag1 -1325 -2297
Jag2 -6220 -6092
Jak1 -2505 -6853
Jak2 2955 -1644
Jak3 3030 -3812
Jun 7154 4510
Junb 7156 4999
Jund 4164 4065
Jup 929 -1298
Kalrn 5103 5543
Kank1 6962 5070
Kat2a -2729 -1556
Kat2b 316 -3888
Kat5 4443 1393
Kbtbd7 4438 5031
Kctd6 1255 4607
Kdm1a 6403 4668
Kdm1b -2404 -4878
Kdm3a 3887 5219
Kdm4a -3474 -6051
Kdm4b 972 1387
Kdm4c 1265 450
Kdr -5777 -7016
Khdrbs1 4543 1476
Khdrbs2 -685 1366
Khdrbs3 -7162 -7585
Kidins220 799 -1911
Kif14 466 1803
Kif18a 5407 4955
Kif2a 6321 -1561
Kif2c 5287 3465
Kif3a 4134 6220
Kif5a 504 2105
Kif5b 6829 6240
Kif7 5782 3159
Kiss1r 2433 -970
Kit -1426 -3358
Kitl -6423 1329
Klc1 5054 5911
Klc2 -5210 -4500
Klc4 774 -2078
Klhl12 -4013 -4893
Kmt2d -4865 -3749
Knl1 5392 5248
Kntc1 4187 4735
Kpna2 -4477 -5690
Kras -2032 -4043
Kremen1 7220 5810
Ksr1 -1068 -1758
Ktn1 3908 -169
Lama2 7478 6628
Lama3 1858 -436
Lama4 3147 2662
Lama5 5048 -4782
Lamb1 6771 -983
Lamb2 2375 4485
Lamb3 -6638 -7066
Lamc1 7347 5936
Lamc2 7360 6977
Lamc3 6611 5684
Lamtor1 -5263 -4379
Lamtor2 -3504 -5054
Lamtor3 -3682 -1602
Lamtor4 -4240 -669
Lamtor5 -1266 -1840
Lats1 5607 4503
Lats2 -1646 -797
Ldlr 4127 4914
Lef1 3513 3977
Leo1 -296 -4202
Lepr -142 -6431
Lfng 106 3406
Lgr4 4003 4823
Lgr6 -6753 -7517
Limk1 4291 3251
Limk2 1771 3826
Lingo1 6109 5414
Lpar1 7395 6811
Lpar3 4601 5821
Lpar4 -516 -1668
Lpar6 -4877 -4077
Lpl -6603 -7708
Lrat -5855 -3045
Lrig1 -632 -2134
Lrp1 7439 6377
Lrp10 6104 3421
Lrp12 6686 4703
Lrp5 1046 -3075
Lrp6 1802 1342
Lrp8 7444 7007
Lrrk2 4634 5145
Lyn -3403 -2326
Mad1l1 -12 -3325
Mad2l1 4002 2547
Madd -5791 -4960
Maf1 -5058 -4066
Maged1 6689 4367
Maml1 3911 1878
Maml2 3771 5100
Maml3 3555 6126
Mamld1 6981 5332
Map2k1 6233 2697
Map2k2 -6007 -3227
Map2k5 -3774 -4264
Map3k11 -5474 -3792
Map3k7 5998 6335
Mapk1 -4365 -6214
Mapk11 704 -262
Mapk12 6483 6788
Mapk14 -6492 -6835
Mapk3 1686 -900
Mapk4 7355 6908
Mapk6 6087 4519
Mapk7 5895 4620
Mapk8 -2142 -2173
Mapkap1 -1720 -152
Mapkapk2 -6622 -6346
Mapkapk3 -6669 -7022
Mapkapk5 -1163 -2612
Mapre1 5505 2614
Mark3 1135 2501
Matk 2481 430
Mbd3 -2157 -1335
Mcf2l -5953 -3531
Mdk 6581 5923
Mdm2 4383 4102
Mecom -84 -3781
Med1 -2830 -5832
Mef2a -4158 -6983
Mef2c 4484 1893
Memo1 -3995 -4006
Men1 -3828 -2806
Met 6093 6741
Metap1 -1174 -5708
Metap2 -2031 -4987
Mfng -2705 -2880
Mgll -4506 -7118
Mib1 6305 6233
Mib2 146 1867
Mis12 2149 1258
Mknk1 82 -2969
Mkrn1 -2162 151
Mks1 -197 -1194
Mlst8 -3469 -4665
Mmp2 7497 6885
Mmp3 -1265 4045
Mmp9 1226 -6359
Mob1a 4148 2195
Mob1b 3081 4724
Mov10 1010 4998
Mrtfa 5622 4869
Mst1r 5454 5761
Mta1 1936 -815
Mta2 1194 -2200
Mta3 -2683 -5653
Mtmr4 -4330 -6504
Mtor -3404 -6096
Mxd4 -503 4061
Myc 6780 6070
Myd88 3554 1097
Myh10 7030 6918
Myh11 -4929 -1359
Myh14 -2234 1900
Myh9 4478 4696
Myl12b 844 518
Myl9 -1361 -776
Mylip -2606 -5414
Mylk -6527 -5002
Myo7a 372 5690
Myo9a 4272 5299
Myo9b 6123 6374
Napepld 7118 6773
Ncam1 7473 7015
Ncbp1 -1233 -1762
Ncbp2 -2016 -4430
Ncf1 2045 4058
Ncf2 -2110 -1024
Ncf4 1120 -162
Nck1 -5781 -2739
Nck2 751 -2199
Nckap1 2822 498
Nckap1l 3635 2738
Nckipsd -4855 -4041
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncoa3 -6727 -4373
Ncor1 -4730 -6152
Ncor2 4764 3742
Ncstn 2223 347
Ndc80 3091 4617
Nde1 -4494 -3709
Ndel1 -1965 2152
Nedd4 5576 -1974
Nedd4l -4561 -6654
Nedd8 95 641
Nelfb -2095 -618
Net1 -4491 2579
Neurl1a 5807 4354
Neurl1b -1218 -680
Nf1 2150 651
Nf2 -2295 3059
Nfatc1 2378 2808
Nfkb1 5207 5410
Nfkbia 364 2648
Ngef 7494 6990
Ngf 6828 6946
Ngfr 5700 3964
Nlk -5547 -7061
Nln 2623 -3323
Nmb -4745 -5035
Nmt1 934 594
Nmt2 6738 6635
Nos3 -4231 -4860
Notch1 -6300 -5112
Notch2 4024 5213
Notch3 1350 -5471
Noxo1 1334 2139
Npff -1834 1384
Nphp4 4269 3539
Npy1r 978 -2170
Npy4r 352 -3079
Nr1h2 -243 1102
Nr1h3 -1853 -4977
Nr3c1 2927 -1142
Nr4a1 598 -644
Nr5a2 -4208 -4606
Nras 4487 1253
Nrg1 6778 5305
Nrg2 -4533 -5895
Nrg4 200 -2672
Nrip1 5461 5212
Nrp1 144 -6138
Nrp2 -5657 -3337
Nrtn 866 3783
Nsl1 2327 1594
Nsmaf -6465 -7476
Ntf3 -4384 -5029
Ntrk2 3915 -42
Ntrk3 3218 3871
Nts 4307 303
Ntsr2 3942 5450
Nudc -4977 -1529
Nuf2 4155 3051
Numb -2546 -1006
Nup107 -1252 -1977
Nup133 -2488 -1920
Nup160 2576 936
Nup37 -326 -4277
Nup43 -462 -1511
Nup85 -2481 -84
Nup98 3276 -3680
Obscn -4921 3216
Ocrl 782 -3741
Ofd1 3240 632
Olfr1034 6398 6799
Olfr2 -3859 2069
Olfr558 -4662 -3828
Olfr635 1270 2056
Olfr78 -4390 -1527
Olfr958 -1697 -176
Ophn1 1693 4686
Opn3 6251 6482
Opn4 -5228 -5365
Os9 4038 2735
Otud3 684 1464
Otud7b 6943 4170
Otulin 7371 6868
Oxtr 3864 4319
P2ry1 -3691 -7665
P2ry12 -387 -1378
P2ry13 1125 -1923
P2ry14 -6013 -6951
P2ry2 1396 142
P2ry6 3732 3541
P4hb 6441 4378
Pafah1b1 -3476 -5904
Pag1 5835 2769
Pak1 3769 3862
Pak2 1636 -1595
Pak3 6228 5449
Paqr3 4109 -1190
Pard3 -3449 -5368
Pard6a -2913 661
Parp1 -6470 -6763
Pbx1 4884 -5143
Pck1 1338 425
Pcsk5 5871 6552
Pcsk6 -485 281
Pde10a 5913 6948
Pde1a 5847 5867
Pde1b 1175 -1748
Pde1c -6385 -6860
Pde3a -556 -5096
Pde3b 1195 -361
Pde4a -7051 -7640
Pde4b 5944 -1416
Pde4c -6981 -7481
Pde4d -6468 -7754
Pde7a -6098 -7041
Pde7b 6603 6405
Pde8a 1890 6284
Pde8b -6620 -7360
Pdgfa -2171 -2809
Pdgfb -3222 -3725
Pdgfc 6687 6380
Pdgfd -5527 -7152
Pdgfra 7368 6328
Pdgfrb 3463 2097
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pdk1 4156 -6364
Pdk2 -6889 -7055
Pdk3 6805 6440
Pdk4 -1655 1645
Pdpk1 3688 3414
Pea15a 4964 5890
Pelp1 -1310 -2256
Penk -5937 -6873
Pfn1 3498 265
Pfn2 -2770 1092
Pgf -4967 -6219
Phb -7148 -7279
Phc1 5898 3435
Phc2 3502 2510
Phc3 -552 3145
Phlpp1 -5505 -6098
Phlpp2 2251 3575
Pik3ap1 3796 3098
Pik3c3 1891 -2240
Pik3ca 5242 5659
Pik3cb 3757 6013
Pik3cd -120 1463
Pik3cg 4057 -374
Pik3r1 -7121 -7646
Pik3r2 7218 5112
Pik3r3 5367 1103
Pik3r4 480 -3782
Pik3r5 3057 3873
Pik3r6 -4434 -4988
Pin1 -5108 -3060
Pip4k2a 6260 5583
Pip4k2b -575 -1112
Pip4k2c 207 -860
Pip5k1a 6376 5464
Pip5k1b 3999 -4337
Pip5k1c 3011 4725
Pkn1 2860 1620
Pkn2 -312 -2850
Pkn3 -1847 2767
Pla2g4a 7342 6860
Plat 6708 4965
Plb1 -2327 -2998
Plcb1 -977 766
Plcb2 -4621 -1825
Plcb3 -3277 -2733
Plcb4 -980 6820
Plcg1 -3635 -5144
Plcg2 7267 6597
Plekhg2 3374 4923
Plekhg5 -3293 -2062
Plin1 -369 -3417
Plk1 4893 4675
Plppr2 4295 -3751
Plppr3 2341 2927
Pltp -6485 -6391
Plxnb1 -6551 -7610
Plxnd1 -5807 -6242
Pmepa1 7253 6803
Pmf1 -5130 -235
Pml 3342 3906
Pofut1 2769 2653
Poglut1 5254 5246
Polr2a 6257 6088
Polr2b -2114 -5462
Polr2c -6315 -5526
Polr2d 1353 1947
Polr2e -5768 -4184
Polr2f -5670 -3523
Polr2g -710 1918
Polr2h 2179 2054
Polr2i -4458 -3921
Polr2j -6400 -7115
Polr2k -3246 -2310
Polr2l -4278 -1946
Porcn 4286 5324
Pou2f1 975 -3512
Ppard -5588 -4490
Pparg -4842 -2722
Ppbp 6229 -3145
Ppid -4037 -4168
Ppm1a 2517 -2532
Ppp1ca -2389 -1250
Ppp1cb -6139 -5952
Ppp1cc -3515 -5893
Ppp1r12a 5759 6479
Ppp1r12b 5090 3091
Ppp1r14a 1274 -2970
Ppp1r15a 7165 6933
Ppp2ca 1302 1549
Ppp2cb 2162 -1862
Ppp2r1a -5112 -3845
Ppp2r1b -1090 -2605
Ppp2r5a -4333 -2908
Ppp2r5b 2746 2750
Ppp2r5c 1996 -3715
Ppp2r5d -3601 -2560
Ppp2r5e -1513 -2737
Ppp3ca -1178 -2997
Ppp3cb -5310 -6375
Ppp3cc 483 -771
Ppp3r1 1460 -6334
Ppp5c -6196 -5229
Prc1 4550 5871
Prdm4 3251 -287
Prex1 2235 3565
Prex2 -1702 571
Prickle1 -6118 -6767
Prkaa1 3612 3708
Prkaa2 -6100 -7414
Prkab1 -4034 -7255
Prkab2 7420 5930
Prkaca -6075 -5990
Prkacb 3875 -3919
Prkag1 -6213 -4030
Prkag2 4029 -2192
Prkag3 5303 4957
Prkar1a 6142 4210
Prkar1b 1256 1039
Prkar2a -4064 -4969
Prkar2b 3433 313
Prkca 5539 5603
Prkcb -2478 79
Prkcd 5903 6193
Prkce -6616 -7488
Prkcg -5018 984
Prkch -922 -6325
Prkci 6335 5716
Prkcq -3932 -3811
Prkcz 3641 -4318
Prkg1 6214 6308
Prkg2 108 528
Prkx 3534 1608
Prmt1 -3813 -342
Prr5 3078 3102
Psap -7208 -7432
Psen1 -309 -25
Psen2 297 -3336
Psenen 1615 1894
Psma1 -5057 -5354
Psma3 -1668 -1270
Psma4 -4195 -5256
Psma5 917 4879
Psma6 -6198 -4392
Psma7 -5203 -1132
Psmb1 -3490 -1504
Psmb10 3247 6154
Psmb2 -6229 -6389
Psmb3 -6394 -4507
Psmb4 -4157 -2719
Psmb5 -5358 -2463
Psmb6 -5905 -4631
Psmb7 -6295 -6022
Psmb8 188 2895
Psmb9 239 987
Psmc1 -4509 -1482
Psmc2 -5438 -4371
Psmc3 -5727 -3198
Psmc4 580 1965
Psmc5 -5068 -3092
Psmc6 -3319 55
Psmd1 -4493 -2930
Psmd10 2830 -1174
Psmd11 5474 5901
Psmd12 -5949 -6045
Psmd13 2269 4514
Psmd14 1389 1667
Psmd2 -4258 -2549
Psmd3 -5414 -2387
Psmd4 -73 2814
Psmd5 2751 2805
Psmd6 -2219 -3583
Psmd7 -3344 2462
Psmd8 5830 6151
Psmd9 811 -3604
Psme1 -7082 -7176
Psme2b -2823 -3837
Psme3 -4430 -5111
Psme4 -5860 -5252
Psmf1 1562 263
Ptafr -2736 -5277
Ptbp1 4852 1439
Ptch1 -1939 -3608
Ptch2 6537 5843
Pten 679 -2222
Ptger1 1839 2898
Ptger3 5523 3162
Ptger4 6624 6526
Ptges3 -3953 -1978
Ptgfr 6271 6752
Ptgir 5726 6130
Pth1r 4651 1522
Pthlh 6 5918
Ptk2 1246 -212
Ptk2b 7351 6468
Ptk6 -2549 491
Ptpn1 4586 4701
Ptpn11 -3358 -3525
Ptpn12 5187 5770
Ptpn18 52 -3444
Ptpn2 1817 -1067
Ptpn3 -6494 -6447
Ptpn6 -2833 1877
Ptpra 5104 4674
Ptprj 2717 4545
Ptprk 6137 6417
Ptpro 1689 4448
Ptprs 6547 183
Ptpru 4563 -2844
Pxn -1407 -2587
Pygo1 -4173 -7077
Pygo2 2199 3405
Rab4a 1717 2240
Rab4b 6975 6460
Rab6a 6083 2806
Rac1 328 -2928
Rac2 823 799
Rac3 -3904 -1682
Racgap1 4251 3966
Rack1 642 -1334
Rad21 -3255 -4850
Raf1 -6123 -5527
Rala -696 -1429
Ralb 3304 2329
Ralbp1 -526 3178
Ralgds 6084 3194
Ramp1 -4778 2138
Ramp2 -3975 -4634
Ramp3 288 -3187
Ranbp10 -2269 -2315
Ranbp2 1943 -1227
Ranbp9 -1815 -6651
Rangap1 3393 3196
Rap1a 3944 -2069
Rap1b 6393 4567
Rapgef1 4261 4786
Rapgef2 -6256 -6730
Rapgef3 -5740 -4083
Rapgef4 3528 4499
Rara 6256 3952
Rarb 34 -1746
Rarg -5951 125
Rasa1 5272 2320
Rasa2 5395 4299
Rasa3 6410 5215
Rasa4 3259 6419
Rasal2 -5837 -6112
Rasal3 -62 4336
Rasgef1a 6103 6165
Rasgrf2 -3199 -6106
Rasgrp1 4699 -1211
Rasgrp2 -6821 -6530
Rasgrp3 -6184 -7249
Rasgrp4 -14 -2506
Rbbp5 -4856 -6187
Rbbp7 -5747 -6737
Rbck1 -3674 709
Rbfox2 5114 3646
Rbl1 2210 535
Rbp1 7370 6838
Rbp4 6701 6970
Rbpj 5761 3338
Rbx1 -4743 -4554
Rcc2 6100 3622
Rcor1 3113 25
Rdh10 1223 -2164
Rdh11 6388 6267
Rdh13 -6238 -6789
Rdh14 -5721 -5631
Rdh5 2259 2260
Reep1 2294 -3695
Reep2 4946 4249
Reep3 5439 5042
Reep4 4120 1704
Reep5 -6562 -6934
Reep6 -187 -2258
Rela 4961 3728
Rest 3977 -1988
Ret -6992 -7093
Retsat -5701 -5739
Rfng -2151 -3350
Rgs10 3314 1427
Rgs11 4854 5703
Rgs12 1604 -1186
Rgs14 -2822 238
Rgs16 613 2632
Rgs17 -1480 -909
Rgs18 -973 -1967
Rgs19 651 2967
Rgs2 -6576 -6332
Rgs3 3522 -739
Rgs4 -5640 -6533
Rgs5 -4183 -7291
Rgs6 -6443 -3786
Rgs7 -5993 4356
Rheb -1490 -3743
Rhoa -857 -3472
Rhob -2721 843
Rhobtb1 -5088 4133
Rhobtb2 -5296 -5057
Rhoc 7516 7014
Rhod 6824 5768
Rhof 541 1024
Rhog 3241 1616
Rhoh 2055 1099
Rhoj 5105 -11
Rhoq -3009 1655
Rhot1 -5531 -6842
Rhot2 -7264 -7380
Rhou 7185 6742
Rhpn2 -5643 -2198
Rictor -32 2797
Ring1 3578 1778
Ripk1 3817 949
Ripk2 1005 3673
Rit1 -4246 -4163
Rnf111 268 -2449
Rnf146 -2003 400
Rnf2 6290 -1872
Rnf31 -6604 -2513
Rnf41 2004 1374
Rock1 1759 4127
Rock2 5744 5722
Ror1 5976 2939
Ror2 5904 5574
Rpgrip1l -717 -2020
Rps27a -1504 -1029
Rps6ka1 4173 287
Rps6ka2 5542 -5598
Rps6ka3 1822 3743
Rps6ka5 -5011 -6124
Rps6kb2 -1419 -1750
Rptor -3707 -4140
Rraga 2409 -2434
Rragb -280 -339
Rragc 620 -2989
Rragd -6591 -7671
Rspo1 2701 -1369
Rtkn 6709 6078
Rtn4 7507 7050
Rtp3 -5445 -812
Rtp4 943 5444
Runx1 5868 6372
Runx3 2355 4039
Ruvbl1 1316 3391
Rxfp1 -3311 1308
Rxra -6194 -6804
Rxrb -3171 -3373
Rxrg -7326 -7713
Ryk 2896 -2493
S100b 1435 3319
S1pr1 -4036 -4393
S1pr2 7139 6370
S1pr3 -5077 -7131
S1pr4 -4948 -3081
Sag -370 1888
Sall4 -5535 -5738
Sav1 5451 4022
Scai 4928 6541
Scd4 -6898 -6839
Scmh1 -6058 -6434
Scrib 171 483
Scube2 7260 6768
Sdc1 7061 4784
Sdc2 7435 6631
Sdc3 4012 3827
Sdc4 4355 -9
Sec13 1575 39
Seh1l 326 -1812
Sel1l 3457 1172
Sept7 5527 145
Serpine1 7216 6353
Sfn 2885 2824
Sfpq -4112 -2779
Sfrp1 6854 4984
Sfrp2 6895 6219
Sgo1 3622 4002
Sgo2a -4752 -6848
Sh2b1 -4224 -4620
Sh2b2 3560 2688
Sh2b3 -1214 -3199
Sh2d2a 6450 5809
Sh3gl1 6183 5598
Sh3kbp1 -6312 -6825
Sharpin -4324 -2788
Shb -4470 -1448
Shc1 5764 3996
Shc3 2587 5257
Sirt6 3824 979
Ska2 -4845 -5522
Ski 5082 5289
Skil 7055 6612
Skp1a -2255 -5461
Slc38a9 -3317 -2618
Smad1 5072 4831
Smad2 2945 -931
Smad3 3925 -4081
Smad4 4924 4471
Smad5 -888 301
Smad6 4152 4350
Smad7 6193 5962
Smarca4 -2464 -2104
Smc1a 3576 445
Smc3 1642 -3069
Smo 6594 5579
Smpd2 -5709 -5563
Smpd3 4558 4699
Smurf1 6281 2428
Smurf2 5768 4293
Snai1 7036 5217
Snai2 1651 1231
Snw1 -1591 -2219
Snx3 -3539 -3143
Socs1 1854 3043
Socs3 2520 -1464
Socs6 2568 3445
Sos1 2066 -1197
Sos2 -3207 -5369
Sost 6907 3476
Sox13 -1353 -1652
Sox17 128 -1208
Sox4 5142 494
Sox6 -2975 -4786
Sox7 -6142 -6016
Sox9 6960 5978
Sp1 2620 521
Sparc 6776 6134
Spc24 1404 -6146
Spc25 3620 4682
Sphk1 6933 6215
Spint2 1959 -3378
Spop -6978 -5773
Spopl 4727 3415
Spp1 4125 6580
Sppl2a -3544 316
Sppl2b -1404 -2692
Spred1 6396 5800
Spred2 -4172 -4121
Spred3 4910 4950
Spry1 7022 5250
Spry2 5953 5848
Spta1 -2545 -5699
Sptan1 -525 5294
Sptb -1715 1502
Sptbn1 -4084 -4692
Sptbn2 -1231 1110
Sptbn5 3367 6778
Sqstm1 6438 5880
Src 7196 6795
Srebf1 5979 2962
Srf -5021 -14
Srgap1 2690 4727
Srgap2 -5256 4186
Srgap3 7276 7005
Sstr3 -332 85
Sstr4 -5350 -1133
St3gal3 -6777 -6624
St3gal4 4466 -4957
St3gal6 -4673 -4593
Stag1 -170 1246
Stag2 5515 3921
Stam 1544 -52
Stam2 5387 2587
Stap2 -4055 -3470
Stard13 595 -1013
Stard8 -6730 -5564
Stat1 -1595 3287
Stat3 4087 345
Stat5a -5331 -4559
Stat5b -6561 -6176
Stat6 344 3106
Stk11 -6289 -2130
Stk3 3645 3649
Stk4 7525 7053
Stmn1 -539 -2259
Strada 5651 5696
Stradb -2878 -5485
Strap -4820 -5355
Strn 6430 5306
Stub1 -5590 -3107
Sufu 2792 1886
Suz12 -226 -4267
Syde1 3483 3605
Syde2 -6069 -6969
Syk 7447 6814
Syngap1 6613 5051
Syvn1 250 -3418
Tab1 213 -3626
Tab2 918 -5121
Tab3 -2148 -5192
Tacc3 6168 3333
Tagap1 -2903 -3788
Taok1 -628 -2298
Tas1r3 769 931
Tax1bp1 5166 3004
Tax1bp3 6927 6166
Tbl1x 3008 -5102
Tbl1xr1 4225 -2715
Tbp -1125 -174
Tbxa2r -859 -991
Tcf4 3779 5704
Tcf7 329 458
Tcf7l1 2936 -1832
Tcf7l2 1954 -4942
Tcirg1 5449 6363
Tec 5404 5137
Tek -3811 -6622
Tfdp1 4017 1507
Tfdp2 -4634 -7148
Tgfa 6309 4116
Tgfb1 6984 5531
Tgfbr1 7285 6857
Tgfbr2 6843 5799
Tgif1 6842 6437
Tgif2 4702 866
Thbs1 6742 6178
Thbs2 4196 3190
Thbs3 7229 6555
Thbs4 7358 7046
Them4 -5770 -5601
Tia1 -3531 -3238
Tial1 -1287 -2944
Tiam1 -31 -4453
Tiam2 6979 6942
Tjp1 -3710 -5609
Tjp2 6209 6194
Tle1 2174 1542
Tle2 -3683 -3678
Tle3 -597 2928
Tle4 -760 -1850
Tle5 -7156 -6326
Tln1 6888 5990
Tlr9 -2209 -2526
Tmed2 4476 -272
Tmed5 -1898 -5571
Tnfaip3 5930 5656
Tnfrsf1a 5169 3989
Tnfrsf26 1739 3486
Tnfsf10 -4361 -3659
Tnks 3088 977
Tnks2 -4497 -6705
Tnrc6a 2787 3757
Tnrc6b -2152 -5612
Tnrc6c -4242 -3100
Tns3 7241 6891
Tradd 5674 5445
Traf1 4681 4599
Traf2 -9 1142
Traf6 513 -1168
Trib3 -3278 1445
Trim27 3068 1379
Trim33 3450 122
Trio 3882 4600
Trip10 -6149 -6123
Trp53 4978 4881
Trpc3 -6242 -6395
Trrap 1560 1002
Tsc1 -4853 -4582
Tsc2 -3865 -6161
Ttc21b 4112 -2729
Ttr -2307 6470
Tulp3 6304 5041
Tyk2 3861 4516
Ubb 5763 -1908
Ubc -1436 -1699
Ube2d1 -4576 -5721
Ube2d3 5709 3978
Ube2m -4813 -4591
Uchl5 843 1974
Ucn 3274 1169
Uhmk1 -2299 -3509
Usf1 -1263 -2767
Usf2 -4810 -4587
Usp13 1158 556
Usp15 -3781 -6687
Usp2 -6852 -5821
Usp21 -2867 -2653
Usp34 2213 1140
Usp4 -1225 3358
Usp7 931 -1139
Usp8 -495 -2761
Usp9x 4374 -3676
Vangl2 649 -2820
Vapa 441 -3564
Vav1 1313 2886
Vav2 -1854 -1565
Vav3 3889 3173
Vcl 879 1982
Vcp -2921 -3485
Vegfa -6273 -7378
Vegfb -7286 -6529
Vegfc 3481 4944
Vegfd 4357 5268
Vipr1 2212 -6136
Vipr2 -1069 3776
Vps26a -4328 -5779
Vps29 4690 1077
Vps35 -1453 -3641
Vrk3 -2210 -2600
Vwf 6524 723
Was 1138 132
Wasf1 4733 5599
Wasf2 409 1969
Wasf3 3649 4473
Wasl 2624 5412
Wdr19 6141 5924
Wdr35 3095 2183
Wdr83 -6103 -5265
Wif1 -1685 387
Wipf1 6125 5621
Wipf2 -1848 464
Wipf3 3520 1967
Wls 7043 5989
Wnt11 1923 1975
Wnt16 5423 5960
Wnt2 -2905 2889
Wnt2b -1284 1055
Wnt4 -535 3355
Wnt5a -2222 -4294
Wnt5b 6697 4902
Wnt9a 6560 5891
Wnt9b 1592 1261
Wwc1 2276 -247
Wwox 1273 1831
Wwp1 -4660 -6870
Wwp2 5224 4793
Wwtr1 4739 5130
Xcr1 4390 72
Xiap -716 -3113
Xk 2586 1696
Xpo1 -1345 814
Yap1 5991 4386
Ybx1 -6721 -5905
Yes1 3401 4968
Ywhab 1382 -1493
Ywhae -5312 -6195
Ywhag -2287 -1315
Ywhah 5584 3890
Ywhaq 2145 2532
Ywhaz 5524 2659
Yy1 -1198 -3412
Zdhhc21 4006 5338
Zdhhc7 -5621 -4543
Zfp217 -904 -3394
Zfyve9 -4979 -5880
Znrf3 -2034 -2747
Zranb1 2057 2432
Zw10 4767 6235
Zwilch 3654 4241
Zwint 4604 5466





ECM-proteoglycans

ECM-proteoglycans
metric value
setSize 43
pMANOVA 3.42e-13
p.adjustMANOVA 1.9e-11
s.dist 0.886
s.young 0.661
s.old 0.59
p.young 6.2e-14
p.old 2.23e-11




Top 20 genes
Gene young old
Ncam1 7473 7015
Tgfb2 7427 6986
Bgn 7481 6830
Tgfb3 7433 6863
Aspn 7430 6781
Dcn 7414 6701
Lama2 7478 6628
Itgav 7314 6700
Vcan 7188 6694
Col9a2 7498 6397
Serpine1 7216 6353
Lum 7163 6376
Lamc1 7347 5936
Itgb5 7035 6117
Fmod 6247 6867
Itgb3 7496 5721
Sparc 6776 6134
Itga9 6082 6594
Itgb1 6770 5825
Tgfb1 6984 5531

Click HERE to show all gene set members

All member genes
young old
Agrn -247 199
Aspn 7430 6781
Bgn 7481 6830
Col9a2 7498 6397
Comp 4501 6797
Dag1 3395 1176
Dcn 7414 6701
Fmod 6247 6867
Hapln1 -1235 1714
Hspg2 6535 3769
Itga2 3765 6228
Itga2b 5803 437
Itga7 6140 5835
Itga8 3673 5405
Itga9 6082 6594
Itgav 7314 6700
Itgax 1846 526
Itgb1 6770 5825
Itgb3 7496 5721
Itgb5 7035 6117
Itgb6 -4680 -6503
Lama2 7478 6628
Lama3 1858 -436
Lama4 3147 2662
Lama5 5048 -4782
Lamb1 6771 -983
Lamb2 2375 4485
Lamc1 7347 5936
Lrp4 2160 909
Lum 7163 6376
Matn4 4806 5530
Ncam1 7473 7015
Ptprs 6547 183
Serpine1 7216 6353
Sparc 6776 6134
Tgfb1 6984 5531
Tgfb2 7427 6986
Tgfb3 7433 6863
Tnc 4757 6330
Tnr 4918 5633
Tnxb 6557 4769
Vcan 7188 6694
Vtn -7117 -7433





Glycosaminoglycan-metabolism

Glycosaminoglycan-metabolism
metric value
setSize 99
pMANOVA 1.18e-12
p.adjustMANOVA 6.29e-11
s.dist 0.551
s.young 0.431
s.old 0.343
p.young 1.26e-13
p.old 3.57e-09




Top 20 genes
Gene young old
Cd44 7295 7013
Bgn 7481 6830
Cspg4 7500 6779
Dcn 7414 6701
Sdc2 7435 6631
Dse 7298 6706
Dsel 7222 6720
Vcan 7188 6694
Hexa 7315 6493
Hs2st1 7325 6476
Lum 7163 6376
Ext1 6621 6756
Chpf2 6949 6362
Gpc6 6891 6273
Fmod 6247 6867
Chpf 7328 5652
Omd 6306 6521
St3gal2 6995 5852
Prelp 6330 6402
Chsy1 7110 5672

Click HERE to show all gene set members

All member genes
young old
Abcc5 -766 3315
Agrn -247 199
Arsb 6684 5613
B3galt6 4154 3582
B3gat2 2242 2141
B3gat3 -677 -1460
B3gnt2 6711 5903
B3gnt3 -5788 -6546
B4galt1 3267 1068
B4galt2 6315 4664
B4galt3 -4310 -1405
B4galt4 -4249 -652
B4galt5 6407 5561
B4galt6 6036 6103
B4galt7 -1177 -3787
Bgn 7481 6830
Cd44 7295 7013
Cemip 3758 3579
Chp1 -1311 -5595
Chpf 7328 5652
Chpf2 6949 6362
Chst1 1851 -809
Chst11 1137 4315
Chst12 4324 4171
Chst14 5647 3716
Chst15 -359 -4584
Chst2 1230 685
Chst3 6451 6127
Chst7 1335 -705
Chsy1 7110 5672
Chsy3 6387 6260
Csgalnact1 2042 -2352
Csgalnact2 6411 5972
Cspg4 7500 6779
Cspg5 -3048 1942
Dcn 7414 6701
Dse 7298 6706
Dsel 7222 6720
Ext1 6621 6756
Ext2 1986 -1619
Fmod 6247 6867
Glb1 5822 1047
Glb1l 5086 5055
Glce 179 -4014
Gm50388 -923 1381
Gns -4478 -5630
Gpc1 -3801 -4293
Gpc3 2127 -5769
Gpc4 -3619 -6582
Gpc6 6891 6273
Gusb 6165 4930
Has2 3121 -228
Has3 -4602 2169
Hexa 7315 6493
Hexb 5022 5616
Hmmr 4663 2855
Hpse 4346 -2233
Hs2st1 7325 6476
Hs3st1 -493 -13
Hs3st3a1 6472 4761
Hs3st3b1 1722 -4410
Hs6st1 6013 5322
Hs6st2 2526 -4992
Hspg2 6535 3769
Hyal1 4392 6096
Hyal2 2666 4079
Ids 6784 4640
Idua -5121 -5157
Lum 7163 6376
Lyve1 -4896 -3254
Naglu 4598 2203
Ndst1 -1729 -4940
Ndst2 4415 2740
Ndst3 3651 3254
Ogn 6618 4809
Omd 6306 6521
Papss1 6380 4162
Papss2 -4199 -3702
Prelp 6330 6402
Sdc1 7061 4784
Sdc2 7435 6631
Sdc3 4012 3827
Sdc4 4355 -9
Sgsh 6079 5115
Slc26a2 -759 -1286
Slc35b2 4862 161
Slc35b3 5663 5610
Slc35d2 6737 5737
Slc9a1 4694 3003
St3gal1 3058 716
St3gal2 6995 5852
St3gal3 -6777 -6624
St3gal4 4466 -4957
St3gal6 -4673 -4593
Stab2 229 2485
Ust 6358 6176
Vcan 7188 6694
Xylt1 6328 6030
Xylt2 2935 -1769





Peroxisomal-protein-import

Peroxisomal-protein-import
metric value
setSize 53
pMANOVA 2.97e-12
p.adjustMANOVA 1.52e-10
s.dist 0.729
s.young -0.446
s.old -0.577
p.young 1.95e-08
p.old 3.55e-13




Top 20 genes
Gene young old
Dhrs4 -7344 -7770
Acot2 -7253 -7797
Phyh -7261 -7709
Gstk1 -7200 -7732
Crat -7321 -7591
Ech1 -7282 -7627
Gnpat -7105 -7547
Ephx2 -6954 -7595
Scp2 -6736 -7268
Mlycd -6864 -7040
Amacr -6767 -7086
Hsd17b4 -6387 -7282
Nudt7 -6026 -7008
Nudt19 -6768 -6057
Ehhadh -5758 -7027
Pex7 -6116 -6538
Pex10 -6076 -6073
Lonp2 -5285 -6862
Pecr -5886 -6147
Pex6 -6267 -5589

Click HERE to show all gene set members

All member genes
young old
Acot2 -7253 -7797
Acot4 825 -4529
Acot8 559 -172
Acox1 -4724 -7321
Acox3 1630 -3864
Agps -605 -2899
Amacr -6767 -7086
Cat -2626 -1549
Crat -7321 -7591
Crot -1116 -3382
Ddo -5929 -5213
Decr2 -2640 -3902
Dhrs4 -7344 -7770
Ech1 -7282 -7627
Ehhadh -5758 -7027
Ephx2 -6954 -7595
Gm11808 -5706 -216
Gnpat -7105 -7547
Gstk1 -7200 -7732
Hmgcl -6101 -4870
Hsd17b4 -6387 -7282
Ide -4424 -4327
Idh1 -3318 -6643
Lonp2 -5285 -6862
Mlycd -6864 -7040
Mpv17 -5642 -5830
Nos2 -5173 -6317
Nudt19 -6768 -6057
Nudt7 -6026 -7008
Paox 3632 -605
Pecr -5886 -6147
Pex1 -1700 -4722
Pex10 -6076 -6073
Pex12 2346 -4157
Pex13 -771 -5620
Pex14 809 -2777
Pex2 -5398 -6265
Pex26 -2597 -2650
Pex5 5993 2191
Pex6 -6267 -5589
Pex7 -6116 -6538
Phyh -7261 -7709
Pipox 3254 2820
Rps27a -1504 -1029
Scp2 -6736 -7268
Tysnd1 -504 -3360
Ubb 5763 -1908
Ubc -1436 -1699
Ube2d1 -4576 -5721
Ube2d2a -681 -3716
Ube2d3 5709 3978
Usp9x 4374 -3676
Zfand6 -5659 -5819





Metabolism-of-amino-acids-and-derivatives

Metabolism-of-amino-acids-and-derivatives
metric value
setSize 256
pMANOVA 1.02e-11
p.adjustMANOVA 5.03e-10
s.dist 0.347
s.young -0.241
s.old -0.251
p.young 3.75e-11
p.old 5.47e-12




Top 20 genes
Gene young old
Bckdha -7342 -7803
Rpl3l -7308 -7793
Hibadh -7283 -7717
Acat1 -7263 -7711
Dld -7216 -7696
Mccc2 -7174 -7704
Ckm -7215 -7641
Dlst -7165 -7693
Pdhx -7172 -7679
Ivd -7138 -7712
Gcdh -7112 -7726
Ndufab1 -7247 -7579
Aldh6a1 -6998 -7778
Adi1 -7100 -7626
Ckmt2 -7223 -7479
Got1 -7159 -7522
Gpt2 -7080 -7535
Pxmp2 -6949 -7658
Aldh4a1 -7153 -7436
Kyat1 -7245 -7312

Click HERE to show all gene set members

All member genes
young old
Aass 2387 -691
Acad8 -6496 -7039
Acadsb -5889 -7297
Acat1 -7263 -7711
Adi1 -7100 -7626
Ado 23 -3026
Afmid -2177 -5588
Aimp1 -2872 -3408
Aimp2 -1669 2875
Aldh18a1 6276 3540
Aldh4a1 -7153 -7436
Aldh6a1 -6998 -7778
Aldh7a1 340 -5395
Aldh9a1 -3846 -6971
Amd2 -4381 -1651
Amt -5168 1070
Apip -6666 -7349
Asl 7069 6794
Asns 4991 912
Aspa 530 1151
Asrgl1 -5841 -3768
Ass1 4425 5786
Auh -6904 -7596
Azin1 7005 6713
Azin2 5514 5956
Bcat1 4700 5242
Bcat2 -6905 -7609
Bckdha -7342 -7803
Bckdhb -6907 -7611
Bckdk -6679 -6373
Bhmt -2632 2010
Carnmt1 -7017 -6894
Carns1 -4558 -4571
Cbs -35 2170
Cdo1 -2028 -1915
Ckb 7244 4926
Ckm -7215 -7641
Ckmt2 -7223 -7479
Cps1 -3405 1717
Csad 6740 -92
Dbh -7033 -5268
Dbt -6615 -7756
Dct -827 -752
Ddc 4170 2144
Ddo -5929 -5213
Dhtkd1 -4047 -5919
Dio2 7388 6999
Dlat -7003 -7332
Dld -7216 -7696
Dlst -7165 -7693
Duox1 -6105 -6117
Duox2 -637 2294
Eef1e1 -4012 130
Eefsec 1269 951
Enoph1 1804 -600
Ethe1 -6340 -6782
Fah -3841 -7452
Fau 519 -1304
Gamt 2034 -2938
Gatm 5165 1213
Gcat -3565 -6828
Gcdh -7112 -7726
Gcsh -4256 -7388
Gldc -2462 1585
Gls 761 3611
Gls2 1448 2505
Glud1 -6306 -7705
Glul 5185 -3734
Gm11808 -5706 -216
Gnmt -3686 -5324
Got1 -7159 -7522
Got2 -6849 -6590
Gpt -6704 -7562
Gpt2 -7080 -7535
Grhpr 1747 -5672
Gsr -2257 -2617
Gstz1 -6066 -6846
Hdc 4610 3663
Hibadh -7283 -7717
Hibch -6982 -7198
Hnmt -6197 -7393
Hoga1 -1971 695
Hsd17b10 -6937 -7410
Hykk 1262 -3138
Il4i1 414 921
Inmt 4201 -1469
Ivd -7138 -7712
Kars -1031 -313
Kmo 2534 411
Kyat1 -7245 -7312
Kyat3 -5753 -7786
Lias -6337 -6370
Lipt1 -2499 -5036
Lipt2 -3800 -5935
Mat1a -3249 748
Mccc1 -6826 -7722
Mccc2 -7174 -7704
Mpst -5914 -5311
Mri1 -4671 -3221
Mtap -672 -5228
Mtr -6792 -7533
Mtrr 47 -4999
Naalad2 7383 6674
Nat8l 2705 -4548
Ndufab1 -7247 -7579
Nmral1 -5383 -4338
Nnmt 5824 4237
Nqo1 -3232 -6640
Oat -6828 -7525
Oaz1 -6430 -4907
Oaz2 -6186 -4745
Odc1 5704 3746
Ogdh -7013 -7475
Paox 3632 -605
Papss1 6380 4162
Papss2 -4199 -3702
Pcbd1 2289 1160
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Phgdh 4921 2827
Phykpl -2929 -717
Pipox 3254 2820
Ppm1k -6684 -7715
Prodh -7310 -7241
Psat1 7217 5483
Psma1 -5057 -5354
Psma3 -1668 -1270
Psma4 -4195 -5256
Psma5 917 4879
Psma6 -6198 -4392
Psma7 -5203 -1132
Psmb1 -3490 -1504
Psmb10 3247 6154
Psmb2 -6229 -6389
Psmb3 -6394 -4507
Psmb4 -4157 -2719
Psmb5 -5358 -2463
Psmb6 -5905 -4631
Psmb7 -6295 -6022
Psmb8 188 2895
Psmb9 239 987
Psmc1 -4509 -1482
Psmc2 -5438 -4371
Psmc3 -5727 -3198
Psmc4 580 1965
Psmc5 -5068 -3092
Psmc6 -3319 55
Psmd1 -4493 -2930
Psmd10 2830 -1174
Psmd11 5474 5901
Psmd12 -5949 -6045
Psmd13 2269 4514
Psmd14 1389 1667
Psmd2 -4258 -2549
Psmd3 -5414 -2387
Psmd4 -73 2814
Psmd5 2751 2805
Psmd6 -2219 -3583
Psmd7 -3344 2462
Psmd8 5830 6151
Psmd9 811 -3604
Psme1 -7082 -7176
Psme2b -2823 -3837
Psme3 -4430 -5111
Psme4 -5860 -5252
Psmf1 1562 263
Psph -790 -3930
Pstk -5599 -2337
Pxmp2 -6949 -7658
Pycr1 6421 4528
Pycr2 3676 3750
Qdpr -5622 -6805
Rida -1294 -3911
Rpl10-ps3 3212 1228
Rpl10a 2365 826
Rpl11 -1842 -1611
Rpl12 4829 5011
Rpl13 -1673 -925
Rpl13a 3206 1423
Rpl14 -1056 -1817
Rpl18 -544 -2116
Rpl18a -1661 -1683
Rpl19 1021 -223
Rpl22l1 -697 990
Rpl23 893 -998
Rpl26 -440 315
Rpl27 -3812 -3262
Rpl28 -3522 -3053
Rpl29 -3071 -3308
Rpl3 6113 6294
Rpl30 -2113 -2803
Rpl32 210 -2635
Rpl34 639 -1667
Rpl35 -731 -1020
Rpl36 -4693 -3549
Rpl37a 1027 -952
Rpl38 2973 -609
Rpl3l -7308 -7793
Rpl4 2299 -567
Rpl5 767 2478
Rpl6 -669 -2330
Rpl7a -2054 -3718
Rpl8 -4247 -3018
Rplp1 1737 1206
Rps11 315 -2551
Rps12 2728 884
Rps13 -5050 -5764
Rps14 -1071 -1798
Rps15 -1045 -2489
Rps15a -3231 -2769
Rps16 900 -494
Rps17 -4875 -5562
Rps19 -44 -2802
Rps20 2098 1064
Rps21 1421 -1394
Rps24 69 -130
Rps25 -2930 -2703
Rps27a -1504 -1029
Rps27l 282 1037
Rps28 3137 -561
Rps3a1 -1317 -1655
Rps4x 810 -303
Rps5 1452 1852
Rps7 -2886 -1733
Rps8 1432 -1256
Rps9 -212 -1205
Rpsa -3636 -3074
Sardh 2539 5655
Sat1 4779 5077
Scly -3134 -2787
Sdsl 3468 3601
Secisbp2 -4438 -5781
Sephs2 -5227 -5985
Sepsecs -179 -3327
Serinc1 4073 1017
Serinc2 6753 4559
Serinc3 -3501 -5421
Serinc5 -2159 -5552
Shmt1 -5511 -6829
Slc25a12 -7001 -7181
Slc25a13 -5896 -6938
Slc25a15 -1980 -6396
Slc36a4 5528 -2185
Slc3a2 4768 3376
Slc44a1 5879 3779
Slc6a8 7009 3623
Slc7a5 7017 6153
Smox 5632 4897
Sms 6724 2499
Srm 4398 4199
Srr 5378 4509
Suox -4099 -5999
Tst -6293 -7045
Txn2 -6882 -6420
Txnrd1 -793 -2917





rRNA-processing-in-the-mitochondrion

rRNA-processing-in-the-mitochondrion
metric value
setSize 22
pMANOVA 1.56e-11
p.adjustMANOVA 7.41e-10
s.dist 1.16
s.young -0.783
s.old -0.854
p.young 2e-10
p.old 3.93e-12




Top 20 genes
Gene young old
mt-Co1 -7257 -7632
mt-Nd2 -7271 -7495
mt-Nd1 -7119 -7489
mt-Cytb -6947 -7620
Hsd17b10 -6937 -7410
mt-Atp6 -7229 -7101
mt-Co3 -7307 -7023
Mrm2 -6671 -7643
mt-Nd4 -6682 -7382
mt-Nd5 -6386 -7564
mt-Co2 -7163 -6523
Nsun4 -6285 -7386
Mrm3 -6893 -6717
mt-Nd3 -6642 -5922
Mterf4 -5779 -6241
Trmt10c -5141 -6714
mt-Nd4l -3936 -7494
mt-Atp8 -3257 -6724
Tfb1m -3569 -5783
Mrm1 -4507 -4469

Click HERE to show all gene set members

All member genes
young old
Elac2 -4160 -4011
Hsd17b10 -6937 -7410
Mrm1 -4507 -4469
Mrm2 -6671 -7643
Mrm3 -6893 -6717
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd4l -3936 -7494
mt-Nd5 -6386 -7564
Mterf4 -5779 -6241
Nsun4 -6285 -7386
Prorp 1087 -5691
Tfb1m -3569 -5783
Trmt10c -5141 -6714





Fatty-acid-metabolism

Fatty-acid-metabolism
metric value
setSize 131
pMANOVA 2.54e-11
p.adjustMANOVA 1.16e-09
s.dist 0.46
s.young -0.294
s.old -0.353
p.young 6.46e-09
p.old 2.95e-12




Top 20 genes
Gene young old
Hadh -7309 -7774
Acsl6 -7255 -7818
Acaa2 -7293 -7768
Eci1 -7341 -7716
Hadhb -7300 -7759
Acot2 -7253 -7797
Decr1 -7267 -7777
Ptgr2 -7249 -7772
Echs1 -7313 -7662
Phyh -7261 -7709
Hadha -7254 -7673
Crat -7321 -7591
Ndufab1 -7247 -7579
Acad11 -7134 -7691
Acadvl -7306 -7500
Acadm -7198 -7598
Mmut -7065 -7739
Pcca -7022 -7738
Mcee -7015 -7616
Cpt2 -7007 -7546

Click HERE to show all gene set members

All member genes
young old
Abcc1 6729 6819
Abcd1 -6190 -6228
Acaa2 -7293 -7768
Acaca 3453 -653
Acad11 -7134 -7691
Acad12 -6749 -6851
Acadl -6920 -7478
Acadm -7198 -7598
Acads -7280 -7250
Acadvl -7306 -7500
Acbd4 3015 4544
Acbd5 6712 4401
Acbd6 -5225 -2979
Acly -3791 -3425
Acot11 -6459 -7215
Acot13 -7060 -7028
Acot2 -7253 -7797
Acot4 825 -4529
Acot6 3177 -2145
Acot7 -5971 -6960
Acot8 559 -172
Acot9 7045 6582
Acox1 -4724 -7321
Acox3 1630 -3864
Acsf2 -5910 -7231
Acsf3 -6626 -7575
Acsl1 -6926 -7461
Acsl3 2818 -794
Acsl4 4513 954
Acsl5 3226 5103
Acsl6 -7255 -7818
Aldh3a2 -30 -948
Alox12 -652 -4906
Alox5 -6090 -7663
Alox5ap 925 -623
Alox8 -2406 3609
Amacr -6767 -7086
Cbr1 -5186 -6178
Cbr4 -6830 -7226
Cpt1a 3375 -3304
Cpt1b -6751 -7032
Cpt2 -7007 -7546
Crat -7321 -7591
Crot -1116 -3382
Cyp1b1 7393 6028
Cyp2u1 -6251 -6620
Cyp4b1 -6994 -6671
Cyp4f17 2111 2302
Dbi -6324 -6808
Decr1 -7267 -7777
Decr2 -2640 -3902
Dpep1 6542 -2015
Dpep2 2183 4844
Echs1 -7313 -7662
Eci1 -7341 -7716
Ehhadh -5758 -7027
Elovl1 5112 5663
Elovl5 -3997 -5603
Elovl6 3634 2877
Elovl7 4758 -245
Ephx2 -6954 -7595
Faah 5123 5120
Fads1 6269 5837
Fads2 6205 6018
Fasn 4789 4808
Ggt5 -2340 -6497
Gpx1 6364 6250
Gpx4 -5191 -4638
H2-Ke6 -6180 -5754
Hacd1 -4729 1304
Hacd2 4010 -3297
Hacd3 3435 5413
Hacd4 5683 4021
Hadh -7309 -7774
Hadha -7254 -7673
Hadhb -7300 -7759
Hpgd 4297 -3880
Hpgds 5206 2923
Hsd17b12 1383 3088
Hsd17b4 -6387 -7282
Lta4h 5705 4468
Ltc4s -2697 -1269
Mapkapk2 -6622 -6346
Mcat -6474 -6636
Mcee -7015 -7616
Mecr -6170 -6438
Mid1ip1 -5373 -4247
Mlycd -6864 -7040
Mmaa -6691 -6758
Mmut -7065 -7739
Morc2b 1565 2940
Ndufab1 -7247 -7579
Nudt19 -6768 -6057
Nudt7 -6026 -7008
Pcca -7022 -7738
Pccb -7054 -7359
Pctp -3512 -6069
Pecr -5886 -6147
Phyh -7261 -7709
Pla2g4a 7342 6860
Pon2 7070 6950
Pon3 1714 1862
Ppard -5588 -4490
Ppt1 800 -4376
Ppt2 -5289 -5808
Prkaa2 -6100 -7414
Prkab2 7420 5930
Prkag2 4029 -2192
Prxl2b 2509 -3979
Ptgds 6881 -7629
Ptges -2486 1029
Ptges2 -7009 -6869
Ptges3 -3953 -1978
Ptgis 7197 6190
Ptgr1 3065 664
Ptgr2 -7249 -7772
Ptgs1 2392 1813
Ptgs2 5209 6187
Rxra -6194 -6804
Scd4 -6898 -6839
Scp2 -6736 -7268
Slc22a5 -6362 -7316
Slc25a1 6669 5317
Slc25a17 -336 -4956
Slc25a20 -6911 -7554
Slc27a3 4118 4704
Tbxas1 -921 2117
Tecr -7151 -6741
Tecrl -1100 5110
Them4 -5770 -5601
Thrsp -5942 -5944





Degradation-of-the-extracellular-matrix

Degradation-of-the-extracellular-matrix
metric value
setSize 74
pMANOVA 5.69e-11
p.adjustMANOVA 2.49e-09
s.dist 0.531
s.young 0.445
s.old 0.289
p.young 3.56e-11
p.old 1.8e-05




Top 20 genes
Gene young old
Mmp2 7497 6885
Lamc2 7360 6977
Cd44 7295 7013
Col12a1 7235 7031
Col16a1 7349 6856
Ctsk 7416 6759
Dcn 7414 6701
Col14a1 7303 6796
Timp1 7129 6798
Col9a2 7498 6397
Cast 7085 6448
Bmp1 7236 6255
Col15a1 6814 6634
Lamc1 7347 5936
Spock3 6480 6467
Timp2 7029 5931
Mmp14 7280 5623
Capn2 6302 6179
Adamts8 6496 5738
Col26a1 7193 5097

Click HERE to show all gene set members

All member genes
young old
A2m 6437 1719
Adam10 5268 3108
Adam15 -324 -382
Adam17 289 -1999
Adam8 2453 -448
Adam9 7103 4428
Adamts1 4892 1782
Adamts4 4717 -509
Adamts5 3233 -4965
Adamts8 6496 5738
Adamts9 -4316 -4299
Bmp1 7236 6255
Bsg -6548 -7267
Capn1 5990 -1442
Capn10 2312 2828
Capn12 -4526 -585
Capn15 -4124 -1273
Capn2 6302 6179
Capn3 -753 -6755
Capn5 4499 6035
Capn6 6326 5177
Capn7 -2762 -5831
Capns1 5582 1432
Casp3 6837 4230
Cast 7085 6448
Cd44 7295 7013
Cma1 988 82
Col12a1 7235 7031
Col13a1 2636 3872
Col14a1 7303 6796
Col15a1 6814 6634
Col16a1 7349 6856
Col18a1 6116 5391
Col23a1 5725 2177
Col25a1 -1076 474
Col26a1 7193 5097
Col9a2 7498 6397
Ctsb -39 -2241
Ctsk 7416 6759
Ctss 3818 -193
Dcn 7414 6701
Furin 1738 -2954
Hspg2 6535 3769
Htra1 -756 -5946
Lama3 1858 -436
Lama5 5048 -4782
Lamb1 6771 -983
Lamb3 -6638 -7066
Lamc1 7347 5936
Lamc2 7360 6977
Mmp11 4144 625
Mmp12 -333 2038
Mmp13 -101 -5501
Mmp14 7280 5623
Mmp15 -6801 -6688
Mmp16 3955 3586
Mmp17 1629 413
Mmp19 6383 3258
Mmp2 7497 6885
Mmp25 -298 32
Mmp3 -1265 4045
Mmp9 1226 -6359
Ncstn 2223 347
Nid1 6799 4441
Phykpl -2929 -717
Psen1 -309 -25
Scube1 6820 5249
Scube3 2333 4389
Spock3 6480 6467
Spp1 4125 6580
Timp1 7129 6798
Timp2 7029 5931
Tll1 5403 4589
Tll2 -784 -5372





Branched-chain-amino-acid-catabolism

Branched-chain-amino-acid-catabolism
metric value
setSize 19
pMANOVA 5.85e-11
p.adjustMANOVA 2.49e-09
s.dist 1.22
s.young -0.859
s.old -0.871
p.young 9.04e-11
p.old 4.89e-11




Top 20 genes
Gene young old
Bckdha -7342 -7803
Hibadh -7283 -7717
Acat1 -7263 -7711
Dld -7216 -7696
Mccc2 -7174 -7704
Ivd -7138 -7712
Aldh6a1 -6998 -7778
Mccc1 -6826 -7722
Bckdhb -6907 -7611
Bcat2 -6905 -7609
Auh -6904 -7596
Ppm1k -6684 -7715
Hsd17b10 -6937 -7410
Dbt -6615 -7756
Hibch -6982 -7198
Acad8 -6496 -7039
Acadsb -5889 -7297
Bckdk -6679 -6373

Click HERE to show all gene set members

All member genes
young old
Acad8 -6496 -7039
Acadsb -5889 -7297
Acat1 -7263 -7711
Aldh6a1 -6998 -7778
Auh -6904 -7596
Bcat1 4700 5242
Bcat2 -6905 -7609
Bckdha -7342 -7803
Bckdhb -6907 -7611
Bckdk -6679 -6373
Dbt -6615 -7756
Dld -7216 -7696
Hibadh -7283 -7717
Hibch -6982 -7198
Hsd17b10 -6937 -7410
Ivd -7138 -7712
Mccc1 -6826 -7722
Mccc2 -7174 -7704
Ppm1k -6684 -7715





Glyoxylate-metabolism-and-glycine-degradation

Glyoxylate-metabolism-and-glycine-degradation
metric value
setSize 25
pMANOVA 7.78e-11
p.adjustMANOVA 3.12e-09
s.dist 1.06
s.young -0.751
s.old -0.748
p.young 7.74e-11
p.old 9.53e-11




Top 20 genes
Gene young old
Bckdha -7342 -7803
Dld -7216 -7696
Dlst -7165 -7693
Pdhx -7172 -7679
Ndufab1 -7247 -7579
Pxmp2 -6949 -7658
Aldh4a1 -7153 -7436
Bckdhb -6907 -7611
Pdhb -7169 -7319
Ogdh -7013 -7475
Pdha1 -7106 -7283
Dlat -7003 -7332
Dbt -6615 -7756
Got2 -6849 -6590
Lias -6337 -6370
Gcsh -4256 -7388
Ddo -5929 -5213
Dhtkd1 -4047 -5919
Lipt2 -3800 -5935
Gnmt -3686 -5324

Click HERE to show all gene set members

All member genes
young old
Aldh4a1 -7153 -7436
Amt -5168 1070
Bckdha -7342 -7803
Bckdhb -6907 -7611
Dbt -6615 -7756
Ddo -5929 -5213
Dhtkd1 -4047 -5919
Dlat -7003 -7332
Dld -7216 -7696
Dlst -7165 -7693
Gcsh -4256 -7388
Gldc -2462 1585
Gnmt -3686 -5324
Got2 -6849 -6590
Grhpr 1747 -5672
Hoga1 -1971 695
Lias -6337 -6370
Lipt1 -2499 -5036
Lipt2 -3800 -5935
Ndufab1 -7247 -7579
Ogdh -7013 -7475
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pxmp2 -6949 -7658





Elastic-fibre-formation

Elastic-fibre-formation
metric value
setSize 38
pMANOVA 7.8e-11
p.adjustMANOVA 3.12e-09
s.dist 0.86
s.young 0.608
s.old 0.608
p.young 8.52e-11
p.old 8.68e-11




Top 20 genes
Gene young old
Tgfb2 7427 6986
Mfap5 7485 6861
Tgfb3 7433 6863
Loxl2 7336 6852
Loxl3 7361 6821
Ltbp3 7432 6685
Itga5 7309 6750
Itgav 7314 6700
Ltbp2 7174 6826
Lox 7364 6358
Mfap4 7221 6243
Fbln2 7256 6211
Bmp4 6772 6517
Loxl1 7313 5950
Ltbp4 7265 5969
Itgb5 7035 6117
Itgb3 7496 5721
Fbn1 6968 6107
Loxl4 6831 6223
Fbln5 6795 6253

Click HERE to show all gene set members

All member genes
young old
Bmp2 -2270 2145
Bmp4 6772 6517
Bmp7 -4799 -5293
Efemp1 -4901 -7119
Efemp2 6926 5475
Eln 5907 4689
Fbln1 -3620 3794
Fbln2 7256 6211
Fbln5 6795 6253
Fbn1 6968 6107
Fbn2 6918 5566
Furin 1738 -2954
Itga5 7309 6750
Itga8 3673 5405
Itgav 7314 6700
Itgb1 6770 5825
Itgb3 7496 5721
Itgb5 7035 6117
Itgb6 -4680 -6503
Itgb8 6492 6501
Lox 7364 6358
Loxl1 7313 5950
Loxl2 7336 6852
Loxl3 7361 6821
Loxl4 6831 6223
Ltbp1 2153 4810
Ltbp2 7174 6826
Ltbp3 7432 6685
Ltbp4 7265 5969
Mfap1b 2060 3988
Mfap2 7084 3420
Mfap3 919 -6
Mfap4 7221 6243
Mfap5 7485 6861
Tgfb1 6984 5531
Tgfb2 7427 6986
Tgfb3 7433 6863
Vtn -7117 -7433





Assembly-of-collagen-fibrils-and-other-multimeric-structures

Assembly-of-collagen-fibrils-and-other-multimeric-structures
metric value
setSize 46
pMANOVA 8.17e-11
p.adjustMANOVA 3.17e-09
s.dist 0.769
s.young 0.576
s.old 0.509
p.young 1.34e-11
p.old 2.38e-09




Top 20 genes
Gene young old
Col8a2 7452 6978
Col8a1 7519 6875
Col5a2 7480 6907
Lamc2 7360 6977
Loxl2 7336 6852
Loxl3 7361 6821
Col1a2 7362 6786
Col4a3 7037 6967
Col11a1 7093 6902
Col27a1 7356 6638
Col4a5 7202 6747
Pcolce 7373 6528
Col4a4 7049 6807
Col1a1 7237 6629
Col9a2 7498 6397
Lox 7364 6358
Col6a1 7176 6438
Col5a1 7233 6290
Col6a2 6971 6524
Bmp1 7236 6255

Click HERE to show all gene set members

All member genes
young old
Bmp1 7236 6255
Cd151 -3387 -2499
Col11a1 7093 6902
Col11a2 -1021 3528
Col15a1 6814 6634
Col18a1 6116 5391
Col1a1 7237 6629
Col1a2 7362 6786
Col27a1 7356 6638
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col4a5 7202 6747
Col5a1 7233 6290
Col5a2 7480 6907
Col5a3 2225 -2736
Col6a1 7176 6438
Col6a2 6971 6524
Col6a3 5781 6084
Col6a6 1479 -6594
Col8a1 7519 6875
Col8a2 7452 6978
Col9a2 7498 6397
Ctsb -39 -2241
Ctss 3818 -193
Dst 5571 5573
Itga6 -5055 -3078
Itgb4 2528 3814
Lama3 1858 -436
Lamb3 -6638 -7066
Lamc2 7360 6977
Lox 7364 6358
Loxl1 7313 5950
Loxl2 7336 6852
Loxl3 7361 6821
Loxl4 6831 6223
Mmp13 -101 -5501
Mmp3 -1265 4045
Mmp9 1226 -6359
Pcolce 7373 6528
Plec 1669 2349
Pxdn -3621 -6204
Tll1 5403 4589
Tll2 -784 -5372





Metabolism-of-lipids

Metabolism-of-lipids
metric value
setSize 575
pMANOVA 1.26e-10
p.adjustMANOVA 4.72e-09
s.dist 0.191
s.young -0.104
s.old -0.16
p.young 2.19e-05
p.old 7.1e-11




Top 20 genes
Gene young old
Hadh -7309 -7774
Acsl6 -7255 -7818
Acaa2 -7293 -7768
Eci1 -7341 -7716
Hadhb -7300 -7759
Acot2 -7253 -7797
Decr1 -7267 -7777
Ptgr2 -7249 -7772
Echs1 -7313 -7662
Acat1 -7263 -7711
Phyh -7261 -7709
Hadha -7254 -7673
Crat -7321 -7591
Dgat2 -7202 -7707
Ndufab1 -7247 -7579
Acad11 -7134 -7691
Acadvl -7306 -7500
Acadm -7198 -7598
Mmut -7065 -7739
Pik3r1 -7121 -7646

Click HERE to show all gene set members

All member genes
young old
Aacs 4302 4629
Abca1 5067 -281
Abcb4 7210 6934
Abcc1 6729 6819
Abcc3 -27 473
Abcd1 -6190 -6228
Abhd3 -1534 -4787
Abhd4 6723 4307
Abhd5 -5259 -6321
Acaa2 -7293 -7768
Acaca 3453 -653
Acacb -6936 -7366
Acad11 -7134 -7691
Acad12 -6749 -6851
Acadl -6920 -7478
Acadm -7198 -7598
Acads -7280 -7250
Acadvl -7306 -7500
Acat1 -7263 -7711
Acbd4 3015 4544
Acbd5 6712 4401
Acbd6 -5225 -2979
Acer2 3412 -4615
Acer3 -4605 -2376
Ache 2008 -1040
Acly -3791 -3425
Acot11 -6459 -7215
Acot13 -7060 -7028
Acot2 -7253 -7797
Acot4 825 -4529
Acot6 3177 -2145
Acot7 -5971 -6960
Acot8 559 -172
Acot9 7045 6582
Acox1 -4724 -7321
Acox3 1630 -3864
Acp6 -6447 -7191
Acsf2 -5910 -7231
Acsf3 -6626 -7575
Acsl1 -6926 -7461
Acsl3 2818 -794
Acsl4 4513 954
Acsl5 3226 5103
Acsl6 -7255 -7818
Acss3 -6033 -5191
Agk -4625 -6343
Agmo 3384 5619
Agpat1 -4882 -3988
Agpat2 -6388 -6657
Agpat3 -6640 -7071
Agpat4 4662 6089
Agpat5 -6415 -5448
Agps -605 -2899
Agt -4320 -6233
Ahr -4294 -7324
Ahrr -6799 -7285
Akr1b3 -6803 -6959
Alas1 -6613 -7012
Alb -2631 1215
Aldh3a2 -30 -948
Aldh3b1 2547 2932
Alox12 -652 -4906
Alox5 -6090 -7663
Alox5ap 925 -623
Alox8 -2406 3609
Amacr -6767 -7086
Angptl4 302 -3528
Ankrd1 7476 6925
Apoa1 -3117 -370
Apoa2 -4104 -1788
Arf1 -59 -3518
Arf3 6868 5063
Arnt 5880 5777
Arnt2 3608 3095
Arntl 4182 -1853
Arsa 3605 -897
Arsb 6684 5613
Arsg 5743 5658
Arsi -5136 -5584
Arsj -449 -2677
Arsk 5442 4251
Arv1 -108 210
Asah1 6043 3973
Asah2 1176 -4555
B3galnt1 5778 2318
B4galnt1 5962 6221
Bche 5266 6487
Bdh1 7034 -1618
Bdh2 -195 -88
Bmx 5463 1734
Carm1 -1701 -5594
Cav1 -5892 -7143
Cbr1 -5186 -6178
Cbr4 -6830 -7226
Ccnc 3190 2238
Cd36 -5986 -7614
Cdipt -1066 1943
Cdk19 2454 4015
Cdk8 6754 5462
Cds1 4034 -6561
Cds2 -4274 -3035
Cept1 -4667 -4738
Cerk 1237 -682
Cers2 4517 5812
Cers4 775 433
Cers5 985 4266
Cers6 7092 3598
Ch25h 4808 3678
Chd9 6475 5594
Chka 4684 3845
Chkb -6441 -7178
Chpt1 -7142 -6809
Cidea 837 295
Clock 2389 -3620
Cpne1 5193 4338
Cpne3 568 -3635
Cpne7 4472 1723
Cpt1a 3375 -3304
Cpt1b -6751 -7032
Cpt2 -7007 -7546
Cptp -650 -1108
Crat -7321 -7591
Crebbp -3332 -3533
Crls1 -2528 -6363
Crot -1116 -3382
Csnk1g2 -1867 -1025
Csnk2a1 -6837 -7714
Csnk2a2 2827 -156
Csnk2b -4627 -5569
Ctsa 3546 448
Cubn -5532 -3322
Cyp1b1 7393 6028
Cyp27a1 4250 3986
Cyp2e1 -5364 1158
Cyp2r1 2096 2307
Cyp2u1 -6251 -6620
Cyp39a1 5373 3249
Cyp3a13 -7338 -6252
Cyp46a1 3175 2449
Cyp4b1 -6994 -6671
Cyp4f17 2111 2302
Cyp51 1692 -4686
Cyp7b1 -361 -1822
Dbi -6324 -6808
Ddhd1 6916 6717
Ddhd2 3184 -3909
Decr1 -7267 -7777
Decr2 -2640 -3902
Degs2 -1416 993
Dgat1 -4190 -4756
Dgat2 -7202 -7707
Dhcr24 2696 5785
Dhcr7 -1331 -2195
Dhrs7b 701 2189
Dpep1 6542 -2015
Dpep2 2183 4844
Ebp -4138 3561
Echs1 -7313 -7662
Eci1 -7341 -7716
Ehhadh -5758 -7027
Elovl1 5112 5663
Elovl5 -3997 -5603
Elovl6 3634 2877
Elovl7 4758 -245
Enpp6 7214 5995
Ep300 -2809 -454
Ephx2 -6954 -7595
Esrra -6804 -5371
Esyt1 4773 5394
Esyt2 4137 4086
Etnk1 -4063 -5539
Etnk2 -2993 2158
Faah 5123 5120
Fabp3 -5416 -6575
Fabp4 -2511 -7146
Fabp5 -285 -5130
Fads1 6269 5837
Fads2 6205 6018
Fam120b -1758 590
Far1 5654 4954
Far2 -356 2061
Fasn 4789 4808
Fdft1 -6800 -7660
Fdps -3157 -4647
Fdx1 -6618 -6735
Fhl2 -6336 -6536
Fig4 -5247 -5014
Fitm1 -7108 -6932
Fitm2 -6960 -7139
G0s2 -6461 -6515
Galc 5330 5745
Gba 6569 5896
Gba2 -5912 -4220
Gc -2575 2559
Gde1 1830 1866
Gdpd1 -5391 -5869
Gdpd3 -300 692
Gdpd5 -6257 -7242
Ggps1 1607 787
Ggt5 -2340 -6497
Gla 4660 3638
Glb1 5822 1047
Glb1l 5086 5055
Glipr1 3778 4062
Gltp 3414 115
Gm20517 4105 -1043
Gm28042 -6038 -5882
Gm2a 4865 2353
Gnpat -7105 -7547
Gpam -6358 -7122
Gpat3 -6774 -7555
Gpat4 -1288 -3108
Gpcpd1 -5880 -7421
Gpd1 -7040 -7090
Gpd1l -6427 -6200
Gpd2 -5217 -5433
Gps2 -776 1748
Gpx1 6364 6250
Gpx4 -5191 -4638
Gstm4 -132 -2249
H2-Ke6 -6180 -5754
Hacd1 -4729 1304
Hacd2 4010 -3297
Hacd3 3435 5413
Hacd4 5683 4021
Hadh -7309 -7774
Hadha -7254 -7673
Hadhb -7300 -7759
Hdac3 -6017 -6749
Helz2 -4511 2213
Hexa 7315 6493
Hexb 5022 5616
Hilpda 4562 -2593
Hmgcl -6101 -4870
Hmgcr 2226 985
Hmgcs1 -2407 -6353
Hmgcs2 -7290 -6929
Hpgd 4297 -3880
Hpgds 5206 2923
Hsd11b1 4943 -7273
Hsd17b11 1420 -5712
Hsd17b12 1383 3088
Hsd17b4 -6387 -7282
Hsd17b7 3825 2098
Hsd3b7 132 2489
Idi1 1349 -2423
Inpp4a 199 3915
Inpp4b 6154 6206
Inpp5d 2237 981
Inpp5e -5981 -6551
Inpp5f 5077 6043
Inpp5j 6592 6670
Inpp5k -3478 -3482
Inppl1 -889 4486
Insig1 2500 2552
Insig2 4839 3364
Kdsr 2324 4456
Kpnb1 -2201 -4623
Lbr -4980 -6539
Lclat1 6246 4683
Lgmn 6758 4839
Lipe -4226 -5925
Lpcat1 -3107 1624
Lpcat2 3656 4745
Lpcat3 -5695 -6527
Lpcat4 3445 1040
Lpgat1 -3466 -2218
Lpin1 -6854 -7150
Lpin2 3800 2781
Lpin3 5492 6403
Lss 3547 3820
Lta4h 5705 4468
Ltc4s -2697 -1269
Mapkapk2 -6622 -6346
Mboat1 -1674 4442
Mboat2 7144 6699
Mboat7 3123 -1938
Mbtps1 5821 5093
Mbtps2 3160 465
Mcat -6474 -6636
Mcee -7015 -7616
Me1 -6765 -6942
Mecr -6170 -6438
Med1 -2830 -5832
Med10 2803 2486
Med11 5462 1547
Med12 -281 4115
Med13 -2202 -3883
Med13l -3236 -3463
Med14 461 807
Med15 5138 4459
Med16 -5864 -5683
Med17 797 -2935
Med18 77 -2735
Med19 -2688 -2878
Med21 -4100 -79
Med22 3056 -1594
Med23 -974 -3311
Med24 -1771 -3348
Med25 -3051 -2415
Med26 -5133 -1727
Med27 276 -880
Med28 -3615 -2070
Med29 -5417 -3040
Med30 4570 2236
Med31 -3053 -1604
Med4 -2448 -4093
Med6 2681 -1814
Med7 2798 -1801
Med8 1026 -396
Med9 1506 2554
Mgll -4506 -7118
Mid1ip1 -5373 -4247
Miga1 -2284 -1905
Miga2 -6945 -6854
Mlycd -6864 -7040
Mmaa -6691 -6758
Mmut -7065 -7739
Morc2b 1565 2940
Msmo1 4477 3773
Mtf1 -1900 -3101
Mtm1 -4334 -5378
Mtmr1 3788 958
Mtmr10 -4510 -3036
Mtmr12 4967 6598
Mtmr14 -1063 -2895
Mtmr2 -1866 -4271
Mtmr3 717 -3312
Mtmr4 -4330 -6504
Mtmr6 6520 4975
Mtmr7 1286 2328
Mtmr9 3730 -942
Mvd -786 1263
Mvk -841 881
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncoa3 -6727 -4373
Ncoa6 -1555 -3479
Ncor1 -4730 -6152
Ncor2 4764 3742
Ndufab1 -7247 -7579
Neu1 -4503 -122
Neu3 -2654 -2701
Nfya -3456 1336
Nfyb -2643 -1716
Nfyc -6029 -6006
Npas2 5604 -295
Nr1d1 1296 -175
Nr1h2 -243 1102
Nr1h3 -1853 -4977
Nr1h4 4445 220
Nrf1 2046 1078
Nsdhl 3643 3013
Nudt19 -6768 -6057
Nudt7 -6026 -7008
Ocrl 782 -3741
Ormdl2 -76 2290
Ormdl3 6163 2491
Osbp -4631 -5804
Osbpl10 3404 -2455
Osbpl1a -6498 -7356
Osbpl2 -5898 -6247
Osbpl3 2824 4437
Osbpl5 6889 6037
Osbpl6 -6391 -7399
Osbpl7 2072 2600
Osbpl8 1904 -1789
Osbpl9 4590 3483
Oxct1 -6455 -7560
Pcca -7022 -7738
Pccb -7054 -7359
Pctp -3512 -6069
Pcyt1a -3848 -5758
Pcyt1b 3225 -2052
Pcyt2 -6723 -7048
Pecr -5886 -6147
Pemt 1711 3261
Pex11a -6742 -7544
Pgs1 -2297 -164
Phospho1 -4307 -351
Phyh -7261 -7709
Pi4k2a 5812 4741
Pi4k2b 6254 5089
Pi4ka -4075 -5225
Pi4kb -410 -2942
Pias4 -3508 -2197
Pik3c2a -3001 -2146
Pik3c2b -3537 -6207
Pik3c3 1891 -2240
Pik3ca 5242 5659
Pik3cb 3757 6013
Pik3cd -120 1463
Pik3cg 4057 -374
Pik3r1 -7121 -7646
Pik3r2 7218 5112
Pik3r3 5367 1103
Pik3r4 480 -3782
Pik3r5 3057 3873
Pik3r6 -4434 -4988
Pikfyve 3766 3640
Pip4k2a 6260 5583
Pip4k2b -575 -1112
Pip4k2c 207 -860
Pip5k1a 6376 5464
Pip5k1b 3999 -4337
Pip5k1c 3011 4725
Pitpnb 298 2242
Pitpnm1 244 1871
Pitpnm2 -6287 -2813
Pitpnm3 -5784 -7187
Pla1a 7199 6333
Pla2g12a -3760 -6921
Pla2g15 32 -2369
Pla2g3 -2292 4799
Pla2g4a 7342 6860
Pla2g4e -6588 -6369
Pla2g5 -6711 -7781
Pla2g6 -1374 -1982
Pla2r1 2134 2981
Plaat1 -6297 -6387
Plaat3 -5135 -6443
Plb1 -2327 -2998
Plbd1 -6752 -7782
Pld1 4581 4263
Pld2 -2706 -947
Pld3 6910 3086
Pld4 -1219 844
Plekha1 6078 6478
Plekha2 3712 -1730
Plekha3 3213 5560
Plekha4 7064 6689
Plekha5 -1282 -3486
Plekha6 6571 5910
Plekha8 611 1402
Plin1 -369 -3417
Plin2 -2436 -5931
Plin3 -6858 -7441
Plpp1 3994 6410
Plpp2 5311 4496
Plpp3 5504 6400
Plpp6 -4146 -6266
Pmvk -4994 -4203
Pnpla2 -6697 -6659
Pnpla3 -2880 -773
Pnpla6 2839 3101
Pnpla7 -2916 -4735
Pnpla8 -6089 -6606
Pon2 7070 6950
Pon3 1714 1862
Ppara -6545 -7563
Ppard -5588 -4490
Pparg -4842 -2722
Ppargc1a -6363 -7511
Ppargc1b -5894 -3355
Ppm1l -6979 -7779
Ppp1ca -2389 -1250
Ppp1cb -6139 -5952
Ppp1cc -3515 -5893
Ppt1 800 -4376
Ppt2 -5289 -5808
Prkaa2 -6100 -7414
Prkab2 7420 5930
Prkaca -6075 -5990
Prkacb 3875 -3919
Prkag2 4029 -2192
Prkd1 -5984 -6614
Prkd2 -6209 -2620
Prkd3 2420 -501
Prxl2b 2509 -3979
Psap -7208 -7432
Ptdss1 4612 2691
Ptdss2 -4069 -5792
Pten 679 -2222
Ptgds 6881 -7629
Ptges -2486 1029
Ptges2 -7009 -6869
Ptges3 -3953 -1978
Ptgis 7197 6190
Ptgr1 3065 664
Ptgr2 -7249 -7772
Ptgs1 2392 1813
Ptgs2 5209 6187
Ptpmt1 -4962 -3166
Ptpn13 6035 6508
Rab14 -5276 -6634
Rab4a 1717 2240
Rab5a 5098 86
Rgl1 -2041 -3498
Rora 4753 1898
Rufy1 -5737 -5890
Rxra -6194 -6804
Rxrb -3171 -3373
Sacm1l -113 -2718
Samd8 4496 -3754
Sar1b -6848 -7206
Sbf1 1902 1414
Sbf2 -2928 -5674
Sc5d -2682 -5398
Scap 4774 3684
Scd4 -6898 -6839
Scp2 -6736 -7268
Sec23a 4506 -802
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Selenoi -2946 -5031
Sgms1 -4032 -4342
Sgms2 6615 6828
Sgpl1 6521 3504
Sgpp1 5844 970
Sin3a 625 -2529
Sin3b 467 164
Slc22a5 -6362 -7316
Slc25a1 6669 5317
Slc25a17 -336 -4956
Slc25a20 -6911 -7554
Slc27a1 -6130 -6336
Slc27a3 4118 4704
Slc44a1 5879 3779
Slc44a2 -4747 -2604
Slc44a5 -4245 434
Smarcd3 -4349 -759
Smpd1 -6969 -6721
Smpd2 -5709 -5563
Smpd3 4558 4699
Smpd4 -3589 -5217
Sp1 2620 521
Sphk1 6933 6215
Sphk2 -1665 -844
Sptlc1 2960 -1311
Sptlc2 4018 3419
Sptssa -909 -3305
Sqle 4439 3886
Srd5a1 1673 1129
Srd5a3 4993 3726
Srebf1 5979 2962
Srebf2 1180 1001
Star 7459 7044
Stard10 4205 2960
Stard3 -4839 -3589
Stard3nl 2122 3211
Stard4 -1094 -3978
Stard5 -619 -2172
Stard6 4762 3926
Stard7 -6787 -7338
Sumf1 6244 3765
Sumo2 -1525 -5695
Synj1 2943 -3070
Synj2 996 -2290
Taz -5545 -5487
Tbl1x 3008 -5102
Tbl1xr1 4225 -2715
Tbxas1 -921 2117
Tecr -7151 -6741
Tecrl -1100 5110
Tgs1 -4991 -5508
Them4 -5770 -5601
Thrap3 -2633 -3264
Thrsp -5942 -5944
Tiam2 6979 6942
Tm7sf2 -406 177
Tmem86b -4739 -1755
Tnfaip8 -6652 -7637
Tnfaip8l1 914 -2521
Tnfaip8l2 254 223
Tnfrsf21 -5776 -3833
Trib3 -3278 1445
Tspo 7491 6647
Txnrd1 -793 -2917
Ube2i 3577 1079
Ugcg 906 -4712
Vac14 3280 -355
Vapa 441 -3564
Vapb -3523 -3980
Vdr -724 -161





Formation-of-ATP-by-chemiosmotic-coupling

Formation-of-ATP-by-chemiosmotic-coupling
metric value
setSize 16
pMANOVA 1.29e-10
p.adjustMANOVA 4.72e-09
s.dist 1.31
s.young -0.933
s.old -0.919
p.young 1.02e-10
p.old 1.89e-10




Top 20 genes
Gene young old
Atp5o -7347 -7794
Atp5l -7340 -7690
Atp5pb -7213 -7607
Atp5g3 -7235 -7573
Atp5a1 -7220 -7504
Atp5c1 -7207 -7515
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5b -7224 -7258
mt-Atp6 -7229 -7101
Atp5j2 -7093 -7135
Dmac2l -6520 -7171
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5k -5830 -7288
mt-Atp8 -3257 -6724

Click HERE to show all gene set members

All member genes
young old
Atp5a1 -7220 -7504
Atp5b -7224 -7258
Atp5c1 -7207 -7515
Atp5d -7173 -6303
Atp5e -7150 -6015
Atp5g3 -7235 -7573
Atp5h -7284 -7352
Atp5j -7206 -7420
Atp5j2 -7093 -7135
Atp5k -5830 -7288
Atp5l -7340 -7690
Atp5o -7347 -7794
Atp5pb -7213 -7607
Dmac2l -6520 -7171
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724





Intra-Golgi-and-retrograde-Golgi-to-ER-traffic

Intra-Golgi-and-retrograde-Golgi-to-ER-traffic
metric value
setSize 168
pMANOVA 7.64e-10
p.adjustMANOVA 2.71e-08
s.dist 0.245
s.young 0.23
s.old 0.0831
p.young 2.68e-07
p.old 0.0636




Top 20 genes
Gene young old
Kif1a 7352 6987
Pla2g4a 7342 6860
Golim4 7319 6690
Arfgap3 7053 6800
Cyth3 7000 6420
Kif5c 6816 6381
Kdelr3 6958 6182
Kif5b 6829 6240
Rab3gap2 6715 6249
Golga4 7136 5783
Kif3b 6559 6252
Tmed3 6576 6027
Dync1li1 6485 5683
Kif3c 5698 6444
Kif26b 6048 6045
Kif11 5443 6537
Arf3 6868 5063
Usp6nl 5969 5710
Man1a2 5867 5756
Cenpe 6429 5244

Click HERE to show all gene set members

All member genes
young old
Actr10 -4042 -3915
Actr1a 3141 466
Agpat3 -6640 -7071
Arcn1 3459 -98
Arf1 -59 -3518
Arf3 6868 5063
Arf4 5304 4250
Arf5 2968 -1634
Arfgap1 1944 3018
Arfgap2 -4318 -3966
Arfgap3 7053 6800
Arfip2 787 2716
Arfrp1 -5846 -5542
Arl1 4219 -3201
Bet1l 5334 4588
Bicd1 5360 4677
Bicd2 2300 4029
Bnip1 -4721 -5553
Capza2 -2146 -4566
Capzb -5179 -686
Cenpe 6429 5244
Cog1 3791 2760
Cog2 2381 -2488
Cog3 1640 -3468
Cog4 -3964 -4303
Cog5 -5907 -6472
Cog6 -3930 -6209
Cog7 -2722 -4763
Cog8 -6900 -7344
Copa 3741 -629
Copb1 5660 3885
Copb2 3538 -3332
Cope -4431 -3559
Copg1 5827 4453
Copg2 968 -3951
Copz1 1326 -1220
Copz2 7011 4766
Cux1 6746 4816
Cyth1 -5817 -6706
Cyth2 5383 2969
Cyth3 7000 6420
Cyth4 536 -1578
Dctn1 -5873 -3219
Dctn2 -500 -3034
Dctn3 -591 -407
Dctn4 -5115 -6149
Dctn5 2992 -89
Dctn6 -5983 -6121
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dynll1 5075 5782
Dynll2 -6128 -5510
Galnt1 -866 -4743
Galnt2 5385 1538
Gbf1 -2279 -1916
Gcc1 4373 2954
Gcc2 4838 -874
Golga1 -1251 -80
Golga4 7136 5783
Golga5 4364 2357
Golim4 7319 6690
Gosr1 -1133 -2009
Gosr2 6073 -777
Igf2r 6292 -878
Kdelr1 3997 -4196
Kdelr2 5459 4436
Kdelr3 6958 6182
Kif11 5443 6537
Kif13b 750 3676
Kif15 2773 3536
Kif16b -6047 -7444
Kif18a 5407 4955
Kif18b 3922 4124
Kif1a 7352 6987
Kif1b -574 -2411
Kif1c 2439 -1206
Kif20a 3354 4533
Kif20b 5876 4188
Kif21a -3345 -4447
Kif21b 3282 3606
Kif22 2609 3724
Kif23 4557 937
Kif26a -3618 -6227
Kif26b 6048 6045
Kif2a 6321 -1561
Kif2c 5287 3465
Kif3a 4134 6220
Kif3b 6559 6252
Kif3c 5698 6444
Kif4 4235 4781
Kif5a 504 2105
Kif5b 6829 6240
Kif5c 6816 6381
Kif6 -5370 -6905
Kifap3 4639 -898
Kifc1 4168 3274
Kifc2 -3681 -4577
Klc1 5054 5911
Klc2 -5210 -4500
Klc4 774 -2078
M6pr 3239 -1497
Man1a 664 -2507
Man1a2 5867 5756
Man1c1 5900 2279
Man2a1 2682 1662
Man2a2 3550 -4096
Naa30 -2423 -4364
Naa35 2035 5767
Naa38 -5675 -5456
Napa -5159 -4315
Napb 1860 6167
Napg 2133 3081
Nbas -1485 -6584
Nsf -957 -3637
Pafah1b1 -3476 -5904
Pafah1b2 5668 4043
Pafah1b3 5755 2487
Pla2g4a 7342 6860
Pla2g6 -1374 -1982
Plin3 -6858 -7441
Rab18 -1250 -4021
Rab1a -3223 -6062
Rab1b -6030 -5486
Rab30 -3630 -2354
Rab33b 6021 3134
Rab36 4621 4563
Rab3gap1 4350 3177
Rab3gap2 6715 6249
Rab43 4039 2459
Rab6a 6083 2806
Rab6b 4327 1836
Rab9 -2739 -6338
Rabepk -2337 -3341
Racgap1 4251 3966
Rgp1 -2686 -1308
Rhobtb3 5831 -4485
Ric1 -3551 -4586
Rint1 -2096 -4150
Scoc -3939 -5162
Sec22b 5609 3487
Snap29 -5199 -6114
Stx16 4933 -115
Stx18 3628 -452
Stx5a 4418 3544
Stx6 4375 3057
Surf4 4872 -1590
Tgoln1 -601 -3932
Tmed10 5429 480
Tmed2 4476 -272
Tmed3 6576 6027
Tmed7 -747 -6167
Tmed9 3775 -3777
Tmf1 5476 2253
Trip11 -2178 -3383
Use1 3639 2259
Usp6nl 5969 5710
Vamp3 1340 209
Vamp4 4015 3390
Vps45 3111 3511
Vps51 3780 1101
Vps52 -4155 -3552
Vps53 2432 1700
Vps54 -2623 3076
Vti1a 2869 -1116
Ykt6 4836 -818
Zw10 4767 6235





tRNA-processing-in-the-mitochondrion

tRNA-processing-in-the-mitochondrion
metric value
setSize 18
pMANOVA 3.43e-09
p.adjustMANOVA 1.18e-07
s.dist 1.13
s.young -0.75
s.old -0.842
p.young 3.52e-08
p.old 6.26e-10




Top 20 genes
Gene young old
mt-Co1 -7257 -7632
mt-Nd2 -7271 -7495
mt-Nd1 -7119 -7489
mt-Cytb -6947 -7620
Hsd17b10 -6937 -7410
mt-Atp6 -7229 -7101
mt-Co3 -7307 -7023
mt-Nd4 -6682 -7382
mt-Nd6 -6677 -7251
mt-Nd5 -6386 -7564
mt-Co2 -7163 -6523
mt-Nd3 -6642 -5922
Trmt10c -5141 -6714
mt-Nd4l -3936 -7494
mt-Atp8 -3257 -6724
Elac2 -4160 -4011

Click HERE to show all gene set members

All member genes
young old
Elac2 -4160 -4011
Hsd17b10 -6937 -7410
mt-Atp6 -7229 -7101
mt-Atp8 -3257 -6724
mt-Co1 -7257 -7632
mt-Co2 -7163 -6523
mt-Co3 -7307 -7023
mt-Cytb -6947 -7620
mt-Nd1 -7119 -7489
mt-Nd2 -7271 -7495
mt-Nd3 -6642 -5922
mt-Nd4 -6682 -7382
mt-Nd4l -3936 -7494
mt-Nd5 -6386 -7564
mt-Nd6 -6677 -7251
Prorp 1087 -5691
Trmt10c -5141 -6714
Trnt1 238 -2405





Regulation-of-Insulin-like-Growth-Factor-(IGF)-transport-and-uptake-by-Insulin-like-Growth-Factor-Binding-Proteins-(IGFBPs)

Regulation-of-Insulin-like-Growth-Factor-(IGF)-transport-and-uptake-by-Insulin-like-Growth-Factor-Binding-Proteins-(IGFBPs)
metric value
setSize 84
pMANOVA 4.05e-09
p.adjustMANOVA 1.36e-07
s.dist 0.521
s.young 0.389
s.old 0.347
p.young 7.59e-10
p.old 3.74e-08




Top 20 genes
Gene young old
Fstl3 7499 6931
Mmp2 7497 6885
Qsox1 7490 6703
Sdc2 7435 6631
Mxra8 7331 6704
Itih2 7098 6851
Igfbp7 7321 6623
Timp1 7129 6798
Fstl1 7372 6531
Vcan 7188 6694
Fn1 7320 6491
Fam20c 7283 6382
Fam20a 6769 6705
Cp 6527 6899
Igfbp6 6676 6725
Ckap4 7111 6291
C4b 6877 6457
Bmp4 6772 6517
Lamc1 7347 5936
Igf1 7240 5920

Click HERE to show all gene set members

All member genes
young old
Adam10 5268 3108
Ahsg 4752 6702
Alb -2631 1215
Ano8 -4679 -4635
Aplp2 1887 -5547
Apoa1 -3117 -370
Apoa2 -4104 -1788
Apob -2312 1254
Apoe 948 -334
App 6494 6345
Bmp4 6772 6517
C3 -1415 -6719
C4b 6877 6457
Calu 6531 4815
Cdh2 5636 2941
Chrdl1 742 2722
Ckap4 7111 6291
Cp 6527 6899
Csf1 -242 4128
Cst3 5893 5471
Dnajc3 -3010 -2409
Eva1a -3372 -3104
Fam20a 6769 6705
Fam20c 7283 6382
Fbn1 6968 6107
Fga -3043 855
Fn1 7320 6491
Fstl1 7372 6531
Fstl3 7499 6931
Fuca2 -5682 -4877
Gas6 2658 4026
Golm1 4890 -2511
Gpc3 2127 -5769
Hrc -7166 -7731
Hsp90b1 -5033 -5785
Igf1 7240 5920
Igf2 768 -5914
Igfals -6489 -7076
Igfbp3 -4647 -837
Igfbp4 6397 -513
Igfbp5 4815 2528
Igfbp6 6676 6725
Igfbp7 7321 6623
Itih2 7098 6851
Ktn1 3908 -169
Lamb1 6771 -983
Lamb2 2375 4485
Lamc1 7347 5936
Lgals1 7095 3320
Ltbp1 2153 4810
Mbtps1 5821 5093
Men1 -3828 -2806
Mfge8 5789 4710
Mgat4a 2446 753
Mia3 5790 3806
Mmp2 7497 6885
Msln 2360 -3630
Mxra8 7331 6704
Nucb1 5146 -1685
P4hb 6441 4378
Pappa 5106 5735
Pappa2 2103 2774
Pdia6 -3081 -4513
Penk -5937 -6873
Pnpla2 -6697 -6659
Prkcsh 2629 2190
Prss23 4876 2314
Qsox1 7490 6703
Scg3 6324 4487
Sdc2 7435 6631
Serpina1d -3938 1913
Serpinc1 -2974 1289
Shisa5 3383 5045
Sparcl1 5012 6004
Spp1 4125 6580
Stc2 3421 3269
Tgoln1 -601 -3932
Timp1 7129 6798
Tmem132a 6428 5094
Tnc 4757 6330
Trf 5836 4229
Vcan 7188 6694
Vwa1 6270 5237
Wfs1 6267 3063





Asparagine-N-linked-glycosylation

Asparagine-N-linked-glycosylation
metric value
setSize 251
pMANOVA 7.8e-09
p.adjustMANOVA 2.56e-07
s.dist 0.114
s.young 0.111
s.old -0.0245
p.young 0.00251
p.old 0.505




Top 20 genes
Gene young old
Mgat3 4996 -6874
St3gal4 4466 -4957
Rft1 3829 -5039
Kdelr1 3997 -4196
Man2a2 3550 -4096
Tmed9 3775 -3777
Sec23ip 4637 -3059
Mcfd2 2584 -5058
Copb2 3538 -3332
St6galnac2 5684 -2059
Trappc6a 3326 -3504
Ubb 5763 -1908
St6gal1 4351 -2022
Fut8 5119 -1697
Dpm3 1522 -4346
Manea 3695 -1706
Cog2 2381 -2488
Cog3 1640 -3468
Ganab 3151 -1625
Arf5 2968 -1634

Click HERE to show all gene set members

All member genes
young old
Actr10 -4042 -3915
Actr1a 3141 466
Alg1 6726 5694
Alg10b -4303 -7294
Alg11 -1229 -3115
Alg12 -2699 -3881
Alg14 474 3160
Alg2 -518 -1267
Alg3 -322 -2230
Alg5 5916 5071
Alg6 -1841 -4848
Alg8 1524 339
Alg9 -2204 -6400
Amdhd2 4916 2058
Amfr 5931 4520
Ank1 -6868 -6830
Ank2 -6606 -7276
Ank3 -2630 2172
Ankrd28 6460 6474
Arcn1 3459 -98
Arf1 -59 -3518
Arf3 6868 5063
Arf4 5304 4250
Arf5 2968 -1634
Arfgap1 1944 3018
Arfgap2 -4318 -3966
Arfgap3 7053 6800
B4galt1 3267 1068
B4galt2 6315 4664
B4galt3 -4310 -1405
B4galt4 -4249 -652
B4galt5 6407 5561
B4galt6 6036 6103
Bet1l 5334 4588
Calr -3747 -4997
Canx -5693 -7105
Capza2 -2146 -4566
Capzb -5179 -686
Cd59b -5550 -3313
Chst10 4959 4476
Cmas 3263 831
Cnih1 -1321 -2923
Cnih2 383 -104
Cog1 3791 2760
Cog2 2381 -2488
Cog3 1640 -3468
Cog4 -3964 -4303
Cog5 -5907 -6472
Cog6 -3930 -6209
Cog7 -2722 -4763
Cog8 -6900 -7344
Copa 3741 -629
Copb1 5660 3885
Copb2 3538 -3332
Cope -4431 -3559
Copg1 5827 4453
Copg2 968 -3951
Copz1 1326 -1220
Copz2 7011 4766
Csnk1d 5455 4161
Ctsa 3546 448
Ctsc -3996 -6450
Ctsz 6955 6572
Dad1 3002 2211
Dctn1 -5873 -3219
Dctn2 -500 -3034
Dctn3 -591 -407
Dctn4 -5115 -6149
Dctn5 2992 -89
Dctn6 -5983 -6121
Ddost 5379 -181
Derl1 1222 -3922
Derl2 -2315 -4575
Dhdds 4837 4695
Dolk -5587 -3086
Dolpp1 921 -3874
Dpagt1 -2089 -1947
Dpm1 -1101 -5227
Dpm2 4502 2233
Dpm3 1522 -4346
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dynll1 5075 5782
Dynll2 -6128 -5510
Edem1 486 4895
Edem2 4007 4169
Edem3 4895 3637
Engase -3058 -2856
F8 -1506 592
Fcsk 1861 -708
Fpgt 1415 -71
Fuca1 5465 3412
Fuom -6371 -3820
Fut8 5119 -1697
Ganab 3151 -1625
Gbf1 -2279 -1916
Gfpt1 4092 919
Gfpt2 -5090 1134
Glb1 5822 1047
Gm11808 -5706 -216
Gmds 3531 4447
Gmppa 3080 1628
Gmppb 1721 2324
Gne 1172 -1633
Gnpnat1 4972 1038
Golgb1 6598 6059
Gorasp1 273 -4434
Gosr1 -1133 -2009
Gosr2 6073 -777
Kdelr1 3997 -4196
Kdelr2 5459 4436
Kdelr3 6958 6182
Lman1 -1130 -5060
Lman1l 5574 5946
Lman2 -2352 -4702
Lman2l -4616 -4849
Magt1 -5441 -7480
Man1a 664 -2507
Man1a2 5867 5756
Man1b1 -176 -2291
Man1c1 5900 2279
Man2a1 2682 1662
Man2a2 3550 -4096
Manea 3695 -1706
Mcfd2 2584 -5058
Mgat1 1031 -2321
Mgat2 5212 2395
Mgat3 4996 -6874
Mgat4a 2446 753
Mgat4b -4283 -4924
Mgat5 -1543 -3594
Mia2 -5629 -7819
Mia3 5790 3806
Mlec -932 -5239
Mogs 2989 -751
Mpdu1 5512 3468
Mpi -7175 -6989
Mvd -786 1263
Nagk 3592 -731
Nanp 2835 1684
Nans 6392 4932
Napa -5159 -4315
Napb 1860 6167
Napg 2133 3081
Neu1 -4503 -122
Neu3 -2654 -2701
Ngly1 845 711
Npl 2978 1243
Nsf -957 -3637
Nudt14 -7278 -7587
Nus1 1719 -1890
Os9 4038 2735
Pdia3 2332 353
Pgm3 5901 4554
Pmm1 7486 6895
Pmm2 -3323 -5784
Ppp6c -3624 -5684
Ppp6r1 -5185 -4073
Ppp6r3 -5054 -6661
Preb -5765 -4262
Prkcsh 2629 2190
Psmc1 -4509 -1482
Rab1a -3223 -6062
Rab1b -6030 -5486
Rad23b -4644 -4605
Renbp 4245 2617
Rft1 3829 -5039
Rnf103 6849 6352
Rnf139 -5444 -5644
Rnf185 -3305 -2631
Rnf5 -5268 -4979
Rpn1 -584 -2591
Rpn2 2811 1591
Rps27a -1504 -1029
Sar1b -6848 -7206
Scfd1 2215 832
Sec13 1575 39
Sec16a 572 -4601
Sec16b 7226 6671
Sec22a -1779 -5709
Sec22b 5609 3487
Sec22c 4146 194
Sec23a 4506 -802
Sec23ip 4637 -3059
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Sec31a 1581 2182
Sel1l 3457 1172
Serpina1d -3938 1913
Slc17a5 4456 2342
Slc35a1 4230 111
Slc35c1 2466 1410
Spta1 -2545 -5699
Sptan1 -525 5294
Sptb -1715 1502
Sptbn1 -4084 -4692
Sptbn2 -1231 1110
Sptbn5 3367 6778
Srd5a3 4993 3726
St3gal1 3058 716
St3gal2 6995 5852
St3gal3 -6777 -6624
St3gal4 4466 -4957
St3gal5 5507 3409
St3gal6 -4673 -4593
St6gal1 4351 -2022
St6galnac2 5684 -2059
St6galnac3 48 -5018
St6galnac4 6331 6062
St6galnac6 -7184 -7584
St8sia1 6367 6714
St8sia2 4491 4888
St8sia4 -6404 -5155
St8sia6 -1521 -4549
Stt3a 6426 4330
Stx17 759 -2924
Stx5a 4418 3544
Syvn1 250 -3418
Tbc1d20 3878 3019
Tfg -1929 -4911
Tgfa 6309 4116
Tmed10 5429 480
Tmed2 4476 -272
Tmed3 6576 6027
Tmed7 -747 -6167
Tmed9 3775 -3777
Tmem115 -2170 -121
Trappc1 -3692 -2484
Trappc10 -5862 -6859
Trappc2l -5623 -3826
Trappc3 -2835 -4059
Trappc4 -2363 396
Trappc5 -2308 -3230
Trappc6a 3326 -3504
Trappc6b 1361 1137
Trappc9 -4762 -5251
Trim13 -751 2199
Tsta3 -4656 -3516
Tusc3 5313 4277
Uap1 -4914 -3592
Ubb 5763 -1908
Ubc -1436 -1699
Ubxn1 6883 5851
Uggt1 2756 1971
Uggt2 4732 4979
Uso1 6091 4331
Vcp -2921 -3485
Ykt6 4836 -818





Chondroitin-sulfate/dermatan-sulfate-metabolism

Chondroitin-sulfate/dermatan-sulfate-metabolism
metric value
setSize 42
pMANOVA 1.03e-08
p.adjustMANOVA 3.3e-07
s.dist 0.707
s.young 0.54
s.old 0.456
p.young 1.42e-09
p.old 3.11e-07




Top 20 genes
Gene young old
Bgn 7481 6830
Cspg4 7500 6779
Dcn 7414 6701
Sdc2 7435 6631
Dse 7298 6706
Dsel 7222 6720
Vcan 7188 6694
Hexa 7315 6493
Chpf2 6949 6362
Gpc6 6891 6273
Chpf 7328 5652
Chsy1 7110 5672
Chsy3 6387 6260
Chst3 6451 6127
Ust 6358 6176
Csgalnact2 6411 5972
Xylt1 6328 6030
Arsb 6684 5613
Sdc1 7061 4784
Ids 6784 4640

Click HERE to show all gene set members

All member genes
young old
Agrn -247 199
Arsb 6684 5613
B3galt6 4154 3582
B3gat2 2242 2141
B3gat3 -677 -1460
B4galt7 -1177 -3787
Bgn 7481 6830
Chpf 7328 5652
Chpf2 6949 6362
Chst11 1137 4315
Chst12 4324 4171
Chst14 5647 3716
Chst15 -359 -4584
Chst3 6451 6127
Chst7 1335 -705
Chsy1 7110 5672
Chsy3 6387 6260
Csgalnact1 2042 -2352
Csgalnact2 6411 5972
Cspg4 7500 6779
Cspg5 -3048 1942
Dcn 7414 6701
Dse 7298 6706
Dsel 7222 6720
Gpc1 -3801 -4293
Gpc3 2127 -5769
Gpc4 -3619 -6582
Gpc6 6891 6273
Hexa 7315 6493
Hexb 5022 5616
Hspg2 6535 3769
Hyal1 4392 6096
Ids 6784 4640
Idua -5121 -5157
Sdc1 7061 4784
Sdc2 7435 6631
Sdc3 4012 3827
Sdc4 4355 -9
Ust 6358 6176
Vcan 7188 6694
Xylt1 6328 6030
Xylt2 2935 -1769





Interferon-alpha/beta-signaling

Interferon-alpha/beta-signaling
metric value
setSize 40
pMANOVA 1.39e-08
p.adjustMANOVA 4.33e-07
s.dist 0.363
s.young 0.0479
s.old 0.36
p.young 0.601
p.old 8.18e-05




Top 20 genes
Gene young old
Irf5 6574 5961
Ip6k2 5972 5125
Irf8 6762 4110
Ifit2 4223 6292
Ifit3b 4145 5674
Oas3 4123 5233
Ptpn1 4586 4701
Egr1 6800 2934
Tyk2 3861 4516
Ifnar1 4856 3153
Mx1 2461 4874
Isg15 1534 5220
Socs1 1854 3043
Psmb8 188 2895
Irf2 20 1727

Click HERE to show all gene set members

All member genes
young old
Abce1 -693 -1645
Adar -1009 3485
Bst2 -4223 4477
Egr1 6800 2934
Ifi35 -3130 4433
Ifit2 4223 6292
Ifit3b 4145 5674
Ifnar1 4856 3153
Ifnar2 2104 -5943
Ip6k2 5972 5125
Irf1 -3783 -2366
Irf2 20 1727
Irf3 -2892 -808
Irf4 -4725 -5939
Irf5 6574 5961
Irf6 2842 -1207
Irf7 -70 6216
Irf8 6762 4110
Irf9 -611 5700
Isg15 1534 5220
Isg20 -1498 4375
Jak1 -2505 -6853
Mx1 2461 4874
Oas2 -1450 4847
Oas3 4123 5233
Oasl1 -8 5668
Psmb8 188 2895
Ptpn1 4586 4701
Ptpn11 -3358 -3525
Ptpn6 -2833 1877
Rnasel 4220 -1796
Rsad2 -6088 1479
Samhd1 -4358 -5556
Socs1 1854 3043
Socs3 2520 -1464
Stat1 -1595 3287
Stat2 -3094 5004
Tyk2 3861 4516
Usp18 -2557 6813
Xaf1 -1484 5451





Membrane-Trafficking

Membrane-Trafficking
metric value
setSize 530
pMANOVA 1.5e-08
p.adjustMANOVA 4.57e-07
s.dist 0.105
s.young 0.103
s.old 0.0175
p.young 5.05e-05
p.old 0.493




Top 20 genes
Gene young old
Rab27b 7417 6961
Kif1a 7352 6987
Hbegf 7493 6774
Snap91 7297 6913
Pla2g4a 7342 6860
Dnm1 7467 6740
Tpd52 7337 6711
Golim4 7319 6690
Src 7196 6795
Rab31 7227 6762
Sh3d19 7205 6726
Sec16b 7226 6671
Arfgap3 7053 6800
Cttn 7225 6511
Ctsz 6955 6572
Cyth3 7000 6420
Syt11 7329 6053
Prkab2 7420 5930
Ereg 7082 6195
Rab13 6900 6349

Click HERE to show all gene set members

All member genes
young old
Aak1 -4106 -4972
Acbd3 2132 3045
Actr10 -4042 -3915
Actr1a 3141 466
Actr2 3943 842
Actr3 6464 4364
Adrb2 -1509 -2331
Agfg1 4755 5536
Agpat3 -6640 -7071
Akt1 -6210 -5765
Akt2 -7113 -6780
Akt3 2614 4706
Als2 -3840 -4691
Als2cl -5966 -3827
Amph -169 -3023
Ank1 -6868 -6830
Ank2 -6606 -7276
Ank3 -2630 2172
Ankrd27 6124 3553
Ankrd28 6460 6474
Ap1b1 -5995 -6810
Ap1g1 -2167 -2801
Ap1g2 2734 5025
Ap1m1 -2470 -5561
Ap1s1 5440 3557
Ap1s2 5488 5457
Ap1s3 408 2693
Ap2a1 4766 -1188
Ap2a2 1207 -4356
Ap2b1 5061 4756
Ap2m1 1964 309
Ap2s1 1934 322
Ap3b1 5445 4096
Ap3s1 6518 3518
Ap4e1 1365 1166
Ap4m1 4271 633
Ap4s1 -6579 -4813
Apob -2312 1254
App 6494 6345
Arcn1 3459 -98
Arf1 -59 -3518
Arf3 6868 5063
Arf4 5304 4250
Arf5 2968 -1634
Arf6 5964 4802
Arfgap1 1944 3018
Arfgap2 -4318 -3966
Arfgap3 7053 6800
Arfip2 787 2716
Arfrp1 -5846 -5542
Arl1 4219 -3201
Arpc1a 1275 -1289
Arpc2 6342 4176
Arpc3 4578 4114
Arpc4 5956 2991
Arpc5 5253 3164
Arrb1 6454 5029
Arrb2 2854 2025
Aspscr1 6566 4592
Bet1l 5334 4588
Bicd1 5360 4677
Bicd2 2300 4029
Bin1 2868 6818
Bloc1s1 -6740 -5818
Bloc1s3 4161 159
Bloc1s4 343 -642
Bloc1s6 4193 3922
Bnip1 -4721 -5553
Btc 3998 3938
C2cd5 -1615 241
Calm1 -4595 -4970
Capza2 -2146 -4566
Capzb -5179 -686
Cbl 2363 821
Ccz1 6818 1385
Cd3d -417 -312
Cd4 -2571 -2169
Cd59b -5550 -3313
Cenpe 6429 5244
Chm 4576 910
Chml 4934 6307
Chmp2a 1793 -1096
Chmp2b 1232 -1104
Chmp3 6948 5512
Chmp4b 5717 1200
Chmp4c 6803 4718
Chmp5 3696 136
Chmp6 1760 -423
Chmp7 3831 4757
Chrm2 -3866 -3729
Clint1 5780 908
Clta 2287 -631
Cltb 6447 5854
Cltc 2485 6
Cnih1 -1321 -2923
Cnih2 383 -104
Cog1 3791 2760
Cog2 2381 -2488
Cog3 1640 -3468
Cog4 -3964 -4303
Cog5 -5907 -6472
Cog6 -3930 -6209
Cog7 -2722 -4763
Cog8 -6900 -7344
Copa 3741 -629
Copb1 5660 3885
Copb2 3538 -3332
Cope -4431 -3559
Copg1 5827 4453
Copg2 968 -3951
Cops2 3345 -2086
Cops3 -4305 -5384
Cops4 -3918 -1816
Cops5 -4403 -5437
Cops6 -5787 -5427
Cops7a -2517 -2882
Cops7b -537 -291
Cops8 -5408 -5033
Copz1 1326 -1220
Copz2 7011 4766
Cpd 6006 6688
Csnk1d 5455 4161
Ctsc -3996 -6450
Ctsz 6955 6572
Cttn 7225 6511
Cux1 6746 4816
Cyth1 -5817 -6706
Cyth2 5383 2969
Cyth3 7000 6420
Cyth4 536 -1578
Dab2 5377 3411
Dctn1 -5873 -3219
Dctn2 -500 -3034
Dctn3 -591 -407
Dctn4 -5115 -6149
Dctn5 2992 -89
Dctn6 -5983 -6121
Dennd1a -3834 -5238
Dennd1b -1530 1678
Dennd1c -3480 -2470
Dennd2a 6844 5576
Dennd2c -4692 -3256
Dennd2d 4093 2364
Dennd3 -6241 -3522
Dennd4a 5637 6344
Dennd4b -6467 -5983
Dennd4c -3905 -7170
Dennd5a 4356 4873
Dennd5b -4417 -4117
Dennd6a -877 -1347
Dennd6b -5378 -2351
Dnase2a 5652 6289
Dnm1 7467 6740
Dnm2 -4130 324
Dnm3 -1732 3166
Dtnbp1 -6883 -7158
Dvl2 5014 -1883
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dynll1 5075 5782
Dynll2 -6128 -5510
Egf -5607 -6796
Egfr 6827 4231
Epn1 -6564 -4868
Epn2 -3152 -3544
Eps15 4596 4742
Eps15l1 -5775 -6626
Ereg 7082 6195
Exoc1 5938 5433
Exoc2 2456 -1179
Exoc3 -5576 -5746
Exoc4 5248 5325
Exoc5 5055 3118
Exoc6 -5248 -6974
Exoc7 -3011 -2611
Exoc8 -4733 -4562
F8 -1506 592
Fcho2 -3325 -1824
Fnbp1 280 -2209
Fnbp1l -6107 -6940
Fth1 -6984 -6689
Fzd4 -3807 -5670
Gabarap 3004 762
Gabarapl2 -1459 -1609
Gak 905 1705
Galnt1 -866 -4743
Galnt2 5385 1538
Gapvd1 -3983 -4411
Gbf1 -2279 -1916
Gcc1 4373 2954
Gcc2 4838 -874
Gdi1 -1923 2493
Gdi2 5610 3130
Gga1 -3748 -2504
Gga2 3490 5354
Gga3 -4565 -2465
Gja3 -5960 -6756
Gja4 4489 938
Gja5 2759 713
Gjc1 2184 5758
Gjc2 6702 4801
Gm11808 -5706 -216
Gns -4478 -5630
Golga1 -1251 -80
Golga4 7136 5783
Golga5 4364 2357
Golgb1 6598 6059
Golim4 7319 6690
Gorasp1 273 -4434
Gosr1 -1133 -2009
Gosr2 6073 -777
Gps1 2514 -690
Grb2 -4590 -3819
Grk2 -5236 -5006
Grk3 2707 2012
Hbegf 7493 6774
Hgs 4975 3859
Hip1 5040 6331
Hip1r -1687 669
Hps1 5310 4973
Hps4 -450 -1520
Hspa8 -5126 -2542
Igf2r 6292 -878
Itsn1 946 -1939
Itsn2 -3761 822
Kdelr1 3997 -4196
Kdelr2 5459 4436
Kdelr3 6958 6182
Kif11 5443 6537
Kif13b 750 3676
Kif15 2773 3536
Kif16b -6047 -7444
Kif18a 5407 4955
Kif18b 3922 4124
Kif1a 7352 6987
Kif1b -574 -2411
Kif1c 2439 -1206
Kif20a 3354 4533
Kif20b 5876 4188
Kif21a -3345 -4447
Kif21b 3282 3606
Kif22 2609 3724
Kif23 4557 937
Kif26a -3618 -6227
Kif26b 6048 6045
Kif2a 6321 -1561
Kif2c 5287 3465
Kif3a 4134 6220
Kif3b 6559 6252
Kif3c 5698 6444
Kif4 4235 4781
Kif5a 504 2105
Kif5b 6829 6240
Kif5c 6816 6381
Kif6 -5370 -6905
Kifap3 4639 -898
Kifc1 4168 3274
Kifc2 -3681 -4577
Klc1 5054 5911
Klc2 -5210 -4500
Klc4 774 -2078
Ldlr 4127 4914
Ldlrap1 -211 -1969
Lman1 -1130 -5060
Lman1l 5574 5946
Lman2 -2352 -4702
Lman2l -4616 -4849
Lnpep 2021 4145
M6pr 3239 -1497
Madd -5791 -4960
Man1a 664 -2507
Man1a2 5867 5756
Man1c1 5900 2279
Man2a1 2682 1662
Man2a2 3550 -4096
Map1lc3b -6279 -7247
Mcfd2 2584 -5058
Mia2 -5629 -7819
Mia3 5790 3806
Mon1a -2647 1251
Mon1b 1785 1177
Mvb12a -4581 -3590
Mvb12b 2144 -1272
Myh9 4478 4696
Myo1c 3674 3464
Myo5a 6359 5343
Myo6 -2507 -921
Naa30 -2423 -4364
Naa35 2035 5767
Naa38 -5675 -5456
Napa -5159 -4315
Napb 1860 6167
Napg 2133 3081
Nbas -1485 -6584
Necap1 1847 -1243
Necap2 4265 3227
Nedd8 95 641
Nsf -957 -3637
Ocrl 782 -3741
Optn -6274 -7401
Pacsin2 -6962 -7292
Pacsin3 5300 2609
Pafah1b1 -3476 -5904
Pafah1b2 5668 4043
Pafah1b3 5755 2487
Picalm -2717 3439
Pik3c2a -3001 -2146
Pip5k1c 3011 4725
Pla2g4a 7342 6860
Pla2g6 -1374 -1982
Plin3 -6858 -7441
Polg -5193 -4833
Ppp6c -3624 -5684
Ppp6r1 -5185 -4073
Ppp6r3 -5054 -6661
Preb -5765 -4262
Prkaa2 -6100 -7414
Prkab1 -4034 -7255
Prkab2 7420 5930
Prkag1 -6213 -4030
Prkag2 4029 -2192
Prkag3 5303 4957
Pum1 -1396 -1790
Rab10 -4439 -5212
Rab11a -2501 -5885
Rab11b 1212 -3386
Rab12 -5280 -6895
Rab13 6900 6349
Rab14 -5276 -6634
Rab18 -1250 -4021
Rab1a -3223 -6062
Rab1b -6030 -5486
Rab21 -4812 -6186
Rab27a -1179 -3721
Rab27b 7417 6961
Rab30 -3630 -2354
Rab31 7227 6762
Rab33b 6021 3134
Rab35 5336 845
Rab36 4621 4563
Rab3a -6304 -4824
Rab3gap1 4350 3177
Rab3gap2 6715 6249
Rab3il1 6333 4912
Rab3ip -6514 -7168
Rab43 4039 2459
Rab4a 1717 2240
Rab5a 5098 86
Rab5b -1911 -4750
Rab5c 3142 -1160
Rab6a 6083 2806
Rab6b 4327 1836
Rab7 -5369 -6377
Rab7b 6565 5190
Rab8a 1372 1357
Rab8b 4850 2440
Rab9 -2739 -6338
Rabep1 2875 5000
Rabepk -2337 -3341
Rabgap1 2612 817
Rabgef1 -85 -2941
Rac1 328 -2928
Racgap1 4251 3966
Rala -696 -1429
Ralgapa2 -6880 -7729
Ralgapb -4179 -6708
Reps1 1577 -1085
Reps2 1370 -3943
Rgp1 -2686 -1308
Rhobtb3 5831 -4485
Rhoq -3009 1655
Ric1 -3551 -4586
Rin1 5924 6387
Rin2 5382 5273
Rinl -1964 -1901
Rint1 -2096 -4150
Rps27a -1504 -1029
Sar1b -6848 -7206
Sbf1 1902 1414
Sbf2 -2928 -5674
Scarb2 5526 -5142
Scfd1 2215 832
Scoc -3939 -5162
Sec13 1575 39
Sec16a 572 -4601
Sec16b 7226 6671
Sec22a -1779 -5709
Sec22b 5609 3487
Sec22c 4146 194
Sec23a 4506 -802
Sec23ip 4637 -3059
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Sec31a 1581 2182
Serpina1d -3938 1913
Sfn 2885 2824
Sgip1 -2947 -4051
Sh3d19 7205 6726
Sh3gl1 6183 5598
Sh3kbp1 -6312 -6825
Slc2a4 -7086 -7320
Slc2a8 -3410 -2746
Snap23 -1122 -2646
Snap29 -5199 -6114
Snap91 7297 6913
Snapin 1488 -3066
Snf8 2394 -1547
Snx18 2554 -610
Snx2 1444 -3253
Snx5 -38 -4597
Snx9 6264 3205
Sort1 -4502 -4274
Spta1 -2545 -5699
Sptan1 -525 5294
Sptb -1715 1502
Sptbn1 -4084 -4692
Sptbn2 -1231 1110
Sptbn5 3367 6778
Src 7196 6795
Stam 1544 -52
Stam2 5387 2587
Ston1 5676 5587
Ston2 -2166 -6372
Stx16 4933 -115
Stx17 759 -2924
Stx18 3628 -452
Stx4a -2746 3133
Stx5a 4418 3544
Stx6 4375 3057
Stxbp3 6198 5478
Surf4 4872 -1590
Synj1 2943 -3070
Synj2 996 -2290
Syt11 7329 6053
Syt2 1155 4285
Tbc1d1 -4111 -3779
Tbc1d10a 1457 3940
Tbc1d10b 2863 3546
Tbc1d10c -5626 -6381
Tbc1d13 -2783 -1773
Tbc1d14 5413 -1808
Tbc1d15 3197 3994
Tbc1d16 -7094 -7540
Tbc1d17 1557 1992
Tbc1d2 1343 -2664
Tbc1d20 3878 3019
Tbc1d24 -6222 -7802
Tbc1d25 -1935 1976
Tbc1d4 -5806 -7299
Tbc1d7 -4760 -4536
Tbc1d8b 5554 3431
Tfg -1929 -4911
Tfrc 1928 4292
Tgfa 6309 4116
Tgoln1 -601 -3932
Tjp1 -3710 -5609
Tmed10 5429 480
Tmed2 4476 -272
Tmed3 6576 6027
Tmed7 -747 -6167
Tmed9 3775 -3777
Tmem115 -2170 -121
Tmf1 5476 2253
Tor1a 2581 -142
Tor1b -2432 -3454
Tpd52 7337 6711
Tpd52l1 -6183 -7224
Trappc1 -3692 -2484
Trappc10 -5862 -6859
Trappc11 -578 -55
Trappc12 1783 2336
Trappc13 -633 -5270
Trappc2l -5623 -3826
Trappc3 -2835 -4059
Trappc4 -2363 396
Trappc5 -2308 -3230
Trappc6a 3326 -3504
Trappc6b 1361 1137
Trappc8 -2221 -5377
Trappc9 -4762 -5251
Trf 5836 4229
Trip10 -6149 -6123
Trip11 -2178 -3383
Tsc1 -4853 -4582
Tsc2 -3865 -6161
Tsg101 -1470 -2662
Txndc5 7198 5780
Ubap1 28 767
Ubb 5763 -1908
Ubc -1436 -1699
Ubqln1 -3279 -5104
Ubqln2 4500 1980
Ulk1 -5031 -5929
Use1 3639 2259
Uso1 6091 4331
Usp6nl 5969 5710
Vamp2 -3875 -96
Vamp3 1340 209
Vamp4 4015 3390
Vamp8 -487 2756
Vps25 1921 -2808
Vps28 -262 -2609
Vps36 -1041 -4966
Vps37a -1385 -3737
Vps37b 5108 4515
Vps37c 6840 4593
Vps37d 4303 2352
Vps45 3111 3511
Vps4a -6836 -7286
Vps4b 4244 959
Vps51 3780 1101
Vps52 -4155 -3552
Vps53 2432 1700
Vps54 -2623 3076
Vta1 547 -286
Vti1a 2869 -1116
Wasl 2624 5412
Wnt5a -2222 -4294
Yipf6 -1662 -2231
Ykt6 4836 -818
Ywhab 1382 -1493
Ywhae -5312 -6195
Ywhag -2287 -1315
Ywhah 5584 3890
Ywhaq 2145 2532
Ywhaz 5524 2659
Zw10 4767 6235





Post-translational-protein-phosphorylation

Post-translational-protein-phosphorylation
metric value
setSize 77
pMANOVA 2.65e-08
p.adjustMANOVA 7.88e-07
s.dist 0.518
s.young 0.385
s.old 0.348
p.young 5.49e-09
p.old 1.34e-07




Top 20 genes
Gene young old
Fstl3 7499 6931
Qsox1 7490 6703
Sdc2 7435 6631
Mxra8 7331 6704
Itih2 7098 6851
Igfbp7 7321 6623
Timp1 7129 6798
Fstl1 7372 6531
Vcan 7188 6694
Fn1 7320 6491
Fam20c 7283 6382
Fam20a 6769 6705
Cp 6527 6899
Ckap4 7111 6291
C4b 6877 6457
Bmp4 6772 6517
Lamc1 7347 5936
Fbn1 6968 6107
App 6494 6345
Vwa1 6270 5237

Click HERE to show all gene set members

All member genes
young old
Adam10 5268 3108
Ahsg 4752 6702
Alb -2631 1215
Ano8 -4679 -4635
Aplp2 1887 -5547
Apoa1 -3117 -370
Apoa2 -4104 -1788
Apob -2312 1254
Apoe 948 -334
App 6494 6345
Bmp4 6772 6517
C3 -1415 -6719
C4b 6877 6457
Calu 6531 4815
Cdh2 5636 2941
Chrdl1 742 2722
Ckap4 7111 6291
Cp 6527 6899
Csf1 -242 4128
Cst3 5893 5471
Dnajc3 -3010 -2409
Eva1a -3372 -3104
Fam20a 6769 6705
Fam20c 7283 6382
Fbn1 6968 6107
Fga -3043 855
Fn1 7320 6491
Fstl1 7372 6531
Fstl3 7499 6931
Fuca2 -5682 -4877
Gas6 2658 4026
Golm1 4890 -2511
Gpc3 2127 -5769
Hrc -7166 -7731
Hsp90b1 -5033 -5785
Igfbp3 -4647 -837
Igfbp4 6397 -513
Igfbp5 4815 2528
Igfbp7 7321 6623
Itih2 7098 6851
Ktn1 3908 -169
Lamb1 6771 -983
Lamb2 2375 4485
Lamc1 7347 5936
Lgals1 7095 3320
Ltbp1 2153 4810
Mbtps1 5821 5093
Men1 -3828 -2806
Mfge8 5789 4710
Mgat4a 2446 753
Mia3 5790 3806
Msln 2360 -3630
Mxra8 7331 6704
Nucb1 5146 -1685
P4hb 6441 4378
Pdia6 -3081 -4513
Penk -5937 -6873
Pnpla2 -6697 -6659
Prkcsh 2629 2190
Prss23 4876 2314
Qsox1 7490 6703
Scg3 6324 4487
Sdc2 7435 6631
Serpina1d -3938 1913
Serpinc1 -2974 1289
Shisa5 3383 5045
Sparcl1 5012 6004
Spp1 4125 6580
Stc2 3421 3269
Tgoln1 -601 -3932
Timp1 7129 6798
Tmem132a 6428 5094
Tnc 4757 6330
Trf 5836 4229
Vcan 7188 6694
Vwa1 6270 5237
Wfs1 6267 3063





Mitochondrial-tRNA-aminoacylation

Mitochondrial-tRNA-aminoacylation
metric value
setSize 19
pMANOVA 3.66e-08
p.adjustMANOVA 1.06e-06
s.dist 1.04
s.young -0.756
s.old -0.712
p.young 1.14e-08
p.old 7.59e-08




Top 20 genes
Gene young old
Fars2 -6885 -7333
Sars2 -6953 -6965
Nars2 -6694 -7073
Ppa2 -6676 -6918
Vars2 -6968 -6459
Cars2 -6673 -6550
Yars2 -6001 -7155
Iars2 -5691 -7099
Aars2 -6224 -6392
Hars2 -5875 -6761
Dars2 -5581 -7062
Tars2 -6442 -5956
Mars2 -5106 -7011
Rars2 -5676 -5759
Wars2 -4658 -5948
Pars2 -3576 -3342
Ears2 -1578 -3330
Lars2 -6814 -414
Kars -1031 -313

Click HERE to show all gene set members

All member genes
young old
Aars2 -6224 -6392
Cars2 -6673 -6550
Dars2 -5581 -7062
Ears2 -1578 -3330
Fars2 -6885 -7333
Hars2 -5875 -6761
Iars2 -5691 -7099
Kars -1031 -313
Lars2 -6814 -414
Mars2 -5106 -7011
Nars2 -6694 -7073
Pars2 -3576 -3342
Ppa2 -6676 -6918
Rars2 -5676 -5759
Sars2 -6953 -6965
Tars2 -6442 -5956
Vars2 -6968 -6459
Wars2 -4658 -5948
Yars2 -6001 -7155





Transcriptional-activation-of-mitochondrial-biogenesis

Transcriptional-activation-of-mitochondrial-biogenesis
metric value
setSize 51
pMANOVA 3.86e-08
p.adjustMANOVA 1.1e-06
s.dist 0.628
s.young -0.418
s.old -0.468
p.young 2.43e-07
p.old 7.23e-09




Top 20 genes
Gene young old
Sod2 -7345 -7817
Atp5b -7224 -7258
Cycs -7133 -7302
Idh2 -6961 -7381
Sirt5 -6878 -7374
Ppara -6545 -7563
Glud1 -6306 -7705
Perm1 -7027 -6909
Ppargc1a -6363 -7511
Tfb2m -6600 -7199
Alas1 -6613 -7012
Sirt3 -6560 -6988
Tfam -6212 -6843
Rxra -6194 -6804
Hdac3 -6017 -6749
Polrmt -6292 -5820
Esrra -6804 -5371
Sirt4 -5710 -5696
Ncor1 -4730 -6152
Ncoa1 -4484 -6419

Click HERE to show all gene set members

All member genes
young old
Acss2 -2290 -928
Alas1 -6613 -7012
Atf2 -651 -5338
Atp5b -7224 -7258
Calm1 -4595 -4970
Carm1 -1701 -5594
Chd9 6475 5594
Creb1 -3517 -2558
Crebbp -3332 -3533
Crtc1 4822 3316
Crtc2 2460 2533
Crtc3 3593 2639
Cycs -7133 -7302
Esrra -6804 -5371
Gabpa -3716 -6288
Gabpb1 856 -2177
Glud1 -6306 -7705
Hcfc1 -2259 -3907
Hdac3 -6017 -6749
Helz2 -4511 2213
Idh2 -6961 -7381
Med1 -2830 -5832
Mef2c 4484 1893
Mef2d -4176 -241
Mterf1a 3165 -425
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncoa6 -1555 -3479
Ncor1 -4730 -6152
Nr1d1 1296 -175
Nrf1 2046 1078
Perm1 -7027 -6909
Polg2 -3186 -2974
Polrmt -6292 -5820
Ppara -6545 -7563
Ppargc1a -6363 -7511
Ppargc1b -5894 -3355
Pprc1 3621 3813
Rxra -6194 -6804
Sirt3 -6560 -6988
Sirt4 -5710 -5696
Sirt5 -6878 -7374
Smarcd3 -4349 -759
Sod2 -7345 -7817
Ssbp1 -4608 -3399
Tbl1x 3008 -5102
Tbl1xr1 4225 -2715
Tfam -6212 -6843
Tfb1m -3569 -5783
Tfb2m -6600 -7199
Tgs1 -4991 -5508





tRNA-Aminoacylation

tRNA-Aminoacylation
metric value
setSize 26
pMANOVA 4.87e-08
p.adjustMANOVA 1.35e-06
s.dist 0.87
s.young -0.652
s.old -0.576
p.young 8.49e-09
p.old 3.7e-07




Top 20 genes
Gene young old
Fars2 -6885 -7333
Sars2 -6953 -6965
Nars2 -6694 -7073
Ppa2 -6676 -6918
Vars2 -6968 -6459
Cars2 -6673 -6550
Yars2 -6001 -7155
Iars2 -5691 -7099
Aars2 -6224 -6392
Hars2 -5875 -6761
Dars2 -5581 -7062
Tars2 -6442 -5956
Mars2 -5106 -7011
Rars2 -5676 -5759
Farsb -5407 -5600
Wars2 -4658 -5948
Ppa1 -3881 -5184
Pars2 -3576 -3342
Farsa -4086 -2900
Aimp1 -2872 -3408

Click HERE to show all gene set members

All member genes
young old
Aars2 -6224 -6392
Aimp1 -2872 -3408
Aimp2 -1669 2875
Cars2 -6673 -6550
Dars2 -5581 -7062
Ears2 -1578 -3330
Eef1e1 -4012 130
Fars2 -6885 -7333
Farsa -4086 -2900
Farsb -5407 -5600
Hars2 -5875 -6761
Iars2 -5691 -7099
Kars -1031 -313
Lars2 -6814 -414
Mars2 -5106 -7011
Nars2 -6694 -7073
Pars2 -3576 -3342
Ppa1 -3881 -5184
Ppa2 -6676 -6918
Rars2 -5676 -5759
Sars2 -6953 -6965
Tars 3361 754
Tars2 -6442 -5956
Vars2 -6968 -6459
Wars2 -4658 -5948
Yars2 -6001 -7155





Pyruvate-metabolism

Pyruvate-metabolism
metric value
setSize 27
pMANOVA 5.41e-08
p.adjustMANOVA 1.47e-06
s.dist 0.853
s.young -0.567
s.old -0.637
p.young 3.4e-07
p.old 9.95e-09




Top 20 genes
Gene young old
Ldhb -7348 -7811
Mpc2 -7294 -7670
Dld -7216 -7696
Pdhx -7172 -7679
Pdhb -7169 -7319
Pdha1 -7106 -7283
Dlat -7003 -7332
Vdac1 -7008 -7195
Mpc1 -7043 -7036
Pdk2 -6889 -7055
Bsg -6548 -7267
Me1 -6765 -6942
Pdpr -5996 -7506
Pdp2 -5917 -7570
Rxra -6194 -6804
Gstz1 -6066 -6846
Glo1 -5689 -5454
Ppard -5588 -4490
Slc16a1 -5936 -4200
Pdp1 -4181 -5275

Click HERE to show all gene set members

All member genes
young old
Bsg -6548 -7267
Dlat -7003 -7332
Dld -7216 -7696
Glo1 -5689 -5454
Gstz1 -6066 -6846
Hagh 3129 -1329
Ldha 3559 -4312
Ldhb -7348 -7811
Me1 -6765 -6942
Mpc1 -7043 -7036
Mpc2 -7294 -7670
Pdha1 -7106 -7283
Pdhb -7169 -7319
Pdhx -7172 -7679
Pdk1 4156 -6364
Pdk2 -6889 -7055
Pdk3 6805 6440
Pdk4 -1655 1645
Pdp1 -4181 -5275
Pdp2 -5917 -7570
Pdpr -5996 -7506
Ppard -5588 -4490
Rxra -6194 -6804
Slc16a1 -5936 -4200
Slc16a3 7305 6044
Slc16a8 -4482 -3791
Vdac1 -7008 -7195





Vesicle-mediated-transport

Vesicle-mediated-transport
metric value
setSize 560
pMANOVA 1.04e-07
p.adjustMANOVA 2.77e-06
s.dist 0.102
s.young 0.0998
s.old 0.0224
p.young 5.99e-05
p.old 0.368




Top 20 genes
Gene young old
Masp1 7449 6981
Rab27b 7417 6961
Ssc5d 7462 6886
Kif1a 7352 6987
Hbegf 7493 6774
Colec12 7398 6846
Snap91 7297 6913
Pla2g4a 7342 6860
Dnm1 7467 6740
Col1a2 7362 6786
Tpd52 7337 6711
Golim4 7319 6690
Src 7196 6795
Rab31 7227 6762
Sh3d19 7205 6726
Sec16b 7226 6671
Col1a1 7237 6629
Arfgap3 7053 6800
Lrp1 7439 6377
Cttn 7225 6511

Click HERE to show all gene set members

All member genes
young old
Aak1 -4106 -4972
Acbd3 2132 3045
Actr10 -4042 -3915
Actr1a 3141 466
Actr2 3943 842
Actr3 6464 4364
Adrb2 -1509 -2331
Agfg1 4755 5536
Agpat3 -6640 -7071
Akt1 -6210 -5765
Akt2 -7113 -6780
Akt3 2614 4706
Alb -2631 1215
Als2 -3840 -4691
Als2cl -5966 -3827
Amph -169 -3023
Ank1 -6868 -6830
Ank2 -6606 -7276
Ank3 -2630 2172
Ankrd27 6124 3553
Ankrd28 6460 6474
Ap1b1 -5995 -6810
Ap1g1 -2167 -2801
Ap1g2 2734 5025
Ap1m1 -2470 -5561
Ap1s1 5440 3557
Ap1s2 5488 5457
Ap1s3 408 2693
Ap2a1 4766 -1188
Ap2a2 1207 -4356
Ap2b1 5061 4756
Ap2m1 1964 309
Ap2s1 1934 322
Ap3b1 5445 4096
Ap3s1 6518 3518
Ap4e1 1365 1166
Ap4m1 4271 633
Ap4s1 -6579 -4813
Apoa1 -3117 -370
Apob -2312 1254
Apoe 948 -334
App 6494 6345
Arcn1 3459 -98
Arf1 -59 -3518
Arf3 6868 5063
Arf4 5304 4250
Arf5 2968 -1634
Arf6 5964 4802
Arfgap1 1944 3018
Arfgap2 -4318 -3966
Arfgap3 7053 6800
Arfip2 787 2716
Arfrp1 -5846 -5542
Arl1 4219 -3201
Arpc1a 1275 -1289
Arpc2 6342 4176
Arpc3 4578 4114
Arpc4 5956 2991
Arpc5 5253 3164
Arrb1 6454 5029
Arrb2 2854 2025
Aspscr1 6566 4592
Bet1l 5334 4588
Bicd1 5360 4677
Bicd2 2300 4029
Bin1 2868 6818
Bloc1s1 -6740 -5818
Bloc1s3 4161 159
Bloc1s4 343 -642
Bloc1s6 4193 3922
Bnip1 -4721 -5553
Btc 3998 3938
C2cd5 -1615 241
Calm1 -4595 -4970
Calr -3747 -4997
Capza2 -2146 -4566
Capzb -5179 -686
Cbl 2363 821
Ccz1 6818 1385
Cd163 -5224 -5716
Cd36 -5986 -7614
Cd3d -417 -312
Cd4 -2571 -2169
Cd59b -5550 -3313
Cenpe 6429 5244
Chm 4576 910
Chml 4934 6307
Chmp2a 1793 -1096
Chmp2b 1232 -1104
Chmp3 6948 5512
Chmp4b 5717 1200
Chmp4c 6803 4718
Chmp5 3696 136
Chmp6 1760 -423
Chmp7 3831 4757
Chrm2 -3866 -3729
Clint1 5780 908
Clta 2287 -631
Cltb 6447 5854
Cltc 2485 6
Cnih1 -1321 -2923
Cnih2 383 -104
Cog1 3791 2760
Cog2 2381 -2488
Cog3 1640 -3468
Cog4 -3964 -4303
Cog5 -5907 -6472
Cog6 -3930 -6209
Cog7 -2722 -4763
Cog8 -6900 -7344
Col1a1 7237 6629
Col1a2 7362 6786
Col3a1 6563 6455
Col4a1 5635 5181
Col4a2 5963 4644
Colec11 -3065 -6574
Colec12 7398 6846
Copa 3741 -629
Copb1 5660 3885
Copb2 3538 -3332
Cope -4431 -3559
Copg1 5827 4453
Copg2 968 -3951
Cops2 3345 -2086
Cops3 -4305 -5384
Cops4 -3918 -1816
Cops5 -4403 -5437
Cops6 -5787 -5427
Cops7a -2517 -2882
Cops7b -537 -291
Cops8 -5408 -5033
Copz1 1326 -1220
Copz2 7011 4766
Cpd 6006 6688
Csnk1d 5455 4161
Ctsc -3996 -6450
Ctsz 6955 6572
Cttn 7225 6511
Cux1 6746 4816
Cyth1 -5817 -6706
Cyth2 5383 2969
Cyth3 7000 6420
Cyth4 536 -1578
Dab2 5377 3411
Dctn1 -5873 -3219
Dctn2 -500 -3034
Dctn3 -591 -407
Dctn4 -5115 -6149
Dctn5 2992 -89
Dctn6 -5983 -6121
Dennd1a -3834 -5238
Dennd1b -1530 1678
Dennd1c -3480 -2470
Dennd2a 6844 5576
Dennd2c -4692 -3256
Dennd2d 4093 2364
Dennd3 -6241 -3522
Dennd4a 5637 6344
Dennd4b -6467 -5983
Dennd4c -3905 -7170
Dennd5a 4356 4873
Dennd5b -4417 -4117
Dennd6a -877 -1347
Dennd6b -5378 -2351
Dnase2a 5652 6289
Dnm1 7467 6740
Dnm2 -4130 324
Dnm3 -1732 3166
Dtnbp1 -6883 -7158
Dvl2 5014 -1883
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dynll1 5075 5782
Dynll2 -6128 -5510
Egf -5607 -6796
Egfr 6827 4231
Epn1 -6564 -4868
Epn2 -3152 -3544
Eps15 4596 4742
Eps15l1 -5775 -6626
Ereg 7082 6195
Exoc1 5938 5433
Exoc2 2456 -1179
Exoc3 -5576 -5746
Exoc4 5248 5325
Exoc5 5055 3118
Exoc6 -5248 -6974
Exoc7 -3011 -2611
Exoc8 -4733 -4562
F8 -1506 592
Fcho2 -3325 -1824
Fnbp1 280 -2209
Fnbp1l -6107 -6940
Fth1 -6984 -6689
Fzd4 -3807 -5670
Gabarap 3004 762
Gabarapl2 -1459 -1609
Gak 905 1705
Galnt1 -866 -4743
Galnt2 5385 1538
Gapvd1 -3983 -4411
Gbf1 -2279 -1916
Gcc1 4373 2954
Gcc2 4838 -874
Gdi1 -1923 2493
Gdi2 5610 3130
Gga1 -3748 -2504
Gga2 3490 5354
Gga3 -4565 -2465
Gja3 -5960 -6756
Gja4 4489 938
Gja5 2759 713
Gjc1 2184 5758
Gjc2 6702 4801
Gm11808 -5706 -216
Gns -4478 -5630
Golga1 -1251 -80
Golga4 7136 5783
Golga5 4364 2357
Golgb1 6598 6059
Golim4 7319 6690
Gorasp1 273 -4434
Gosr1 -1133 -2009
Gosr2 6073 -777
Gps1 2514 -690
Grb2 -4590 -3819
Grk2 -5236 -5006
Grk3 2707 2012
Hba-a1 -5686 -3320
Hbegf 7493 6774
Hgs 4975 3859
Hip1 5040 6331
Hip1r -1687 669
Hp -4101 -4476
Hps1 5310 4973
Hps4 -450 -1520
Hpx -3289 1603
Hsp90b1 -5033 -5785
Hspa8 -5126 -2542
Hsph1 -1878 2861
Hyou1 -3679 -4198
Igf2r 6292 -878
Igkc -2112 1503
Itsn1 946 -1939
Itsn2 -3761 822
Kdelr1 3997 -4196
Kdelr2 5459 4436
Kdelr3 6958 6182
Kif11 5443 6537
Kif13b 750 3676
Kif15 2773 3536
Kif16b -6047 -7444
Kif18a 5407 4955
Kif18b 3922 4124
Kif1a 7352 6987
Kif1b -574 -2411
Kif1c 2439 -1206
Kif20a 3354 4533
Kif20b 5876 4188
Kif21a -3345 -4447
Kif21b 3282 3606
Kif22 2609 3724
Kif23 4557 937
Kif26a -3618 -6227
Kif26b 6048 6045
Kif2a 6321 -1561
Kif2c 5287 3465
Kif3a 4134 6220
Kif3b 6559 6252
Kif3c 5698 6444
Kif4 4235 4781
Kif5a 504 2105
Kif5b 6829 6240
Kif5c 6816 6381
Kif6 -5370 -6905
Kifap3 4639 -898
Kifc1 4168 3274
Kifc2 -3681 -4577
Klc1 5054 5911
Klc2 -5210 -4500
Klc4 774 -2078
Ldlr 4127 4914
Ldlrap1 -211 -1969
Lman1 -1130 -5060
Lman1l 5574 5946
Lman2 -2352 -4702
Lman2l -4616 -4849
Lnpep 2021 4145
Lrp1 7439 6377
M6pr 3239 -1497
Madd -5791 -4960
Man1a 664 -2507
Man1a2 5867 5756
Man1c1 5900 2279
Man2a1 2682 1662
Man2a2 3550 -4096
Map1lc3b -6279 -7247
Masp1 7449 6981
Mcfd2 2584 -5058
Mia2 -5629 -7819
Mia3 5790 3806
Mon1a -2647 1251
Mon1b 1785 1177
Msr1 2574 -850
Mvb12a -4581 -3590
Mvb12b 2144 -1272
Myh9 4478 4696
Myo1c 3674 3464
Myo5a 6359 5343
Myo6 -2507 -921
Naa30 -2423 -4364
Naa35 2035 5767
Naa38 -5675 -5456
Napa -5159 -4315
Napb 1860 6167
Napg 2133 3081
Nbas -1485 -6584
Necap1 1847 -1243
Necap2 4265 3227
Nedd8 95 641
Nsf -957 -3637
Ocrl 782 -3741
Optn -6274 -7401
Pacsin2 -6962 -7292
Pacsin3 5300 2609
Pafah1b1 -3476 -5904
Pafah1b2 5668 4043
Pafah1b3 5755 2487
Picalm -2717 3439
Pik3c2a -3001 -2146
Pip5k1c 3011 4725
Pla2g4a 7342 6860
Pla2g6 -1374 -1982
Plin3 -6858 -7441
Polg -5193 -4833
Ppp6c -3624 -5684
Ppp6r1 -5185 -4073
Ppp6r3 -5054 -6661
Preb -5765 -4262
Prkaa2 -6100 -7414
Prkab1 -4034 -7255
Prkab2 7420 5930
Prkag1 -6213 -4030
Prkag2 4029 -2192
Prkag3 5303 4957
Pum1 -1396 -1790
Rab10 -4439 -5212
Rab11a -2501 -5885
Rab11b 1212 -3386
Rab12 -5280 -6895
Rab13 6900 6349
Rab14 -5276 -6634
Rab18 -1250 -4021
Rab1a -3223 -6062
Rab1b -6030 -5486
Rab21 -4812 -6186
Rab27a -1179 -3721
Rab27b 7417 6961
Rab30 -3630 -2354
Rab31 7227 6762
Rab33b 6021 3134
Rab35 5336 845
Rab36 4621 4563
Rab3a -6304 -4824
Rab3gap1 4350 3177
Rab3gap2 6715 6249
Rab3il1 6333 4912
Rab3ip -6514 -7168
Rab43 4039 2459
Rab4a 1717 2240
Rab5a 5098 86
Rab5b -1911 -4750
Rab5c 3142 -1160
Rab6a 6083 2806
Rab6b 4327 1836
Rab7 -5369 -6377
Rab7b 6565 5190
Rab8a 1372 1357
Rab8b 4850 2440
Rab9 -2739 -6338
Rabep1 2875 5000
Rabepk -2337 -3341
Rabgap1 2612 817
Rabgef1 -85 -2941
Rac1 328 -2928
Racgap1 4251 3966
Rala -696 -1429
Ralgapa2 -6880 -7729
Ralgapb -4179 -6708
Reps1 1577 -1085
Reps2 1370 -3943
Rgp1 -2686 -1308
Rhobtb3 5831 -4485
Rhoq -3009 1655
Ric1 -3551 -4586
Rin1 5924 6387
Rin2 5382 5273
Rinl -1964 -1901
Rint1 -2096 -4150
Rps27a -1504 -1029
Sar1b -6848 -7206
Sbf1 1902 1414
Sbf2 -2928 -5674
Scara5 -7171 -7514
Scarb1 -5798 -5138
Scarb2 5526 -5142
Scarf1 -5304 -4560
Scfd1 2215 832
Scoc -3939 -5162
Sec13 1575 39
Sec16a 572 -4601
Sec16b 7226 6671
Sec22a -1779 -5709
Sec22b 5609 3487
Sec22c 4146 194
Sec23a 4506 -802
Sec23ip 4637 -3059
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Sec31a 1581 2182
Serpina1d -3938 1913
Sfn 2885 2824
Sgip1 -2947 -4051
Sh3d19 7205 6726
Sh3gl1 6183 5598
Sh3kbp1 -6312 -6825
Slc2a4 -7086 -7320
Slc2a8 -3410 -2746
Snap23 -1122 -2646
Snap29 -5199 -6114
Snap91 7297 6913
Snapin 1488 -3066
Snf8 2394 -1547
Snx18 2554 -610
Snx2 1444 -3253
Snx5 -38 -4597
Snx9 6264 3205
Sort1 -4502 -4274
Sparc 6776 6134
Spta1 -2545 -5699
Sptan1 -525 5294
Sptb -1715 1502
Sptbn1 -4084 -4692
Sptbn2 -1231 1110
Sptbn5 3367 6778
Src 7196 6795
Ssc5d 7462 6886
Stab1 3960 457
Stab2 229 2485
Stam 1544 -52
Stam2 5387 2587
Ston1 5676 5587
Ston2 -2166 -6372
Stx16 4933 -115
Stx17 759 -2924
Stx18 3628 -452
Stx4a -2746 3133
Stx5a 4418 3544
Stx6 4375 3057
Stxbp3 6198 5478
Surf4 4872 -1590
Synj1 2943 -3070
Synj2 996 -2290
Syt11 7329 6053
Syt2 1155 4285
Tbc1d1 -4111 -3779
Tbc1d10a 1457 3940
Tbc1d10b 2863 3546
Tbc1d10c -5626 -6381
Tbc1d13 -2783 -1773
Tbc1d14 5413 -1808
Tbc1d15 3197 3994
Tbc1d16 -7094 -7540
Tbc1d17 1557 1992
Tbc1d2 1343 -2664
Tbc1d20 3878 3019
Tbc1d24 -6222 -7802
Tbc1d25 -1935 1976
Tbc1d4 -5806 -7299
Tbc1d7 -4760 -4536
Tbc1d8b 5554 3431
Tfg -1929 -4911
Tfrc 1928 4292
Tgfa 6309 4116
Tgoln1 -601 -3932
Tjp1 -3710 -5609
Tmed10 5429 480
Tmed2 4476 -272
Tmed3 6576 6027
Tmed7 -747 -6167
Tmed9 3775 -3777
Tmem115 -2170 -121
Tmf1 5476 2253
Tor1a 2581 -142
Tor1b -2432 -3454
Tpd52 7337 6711
Tpd52l1 -6183 -7224
Trappc1 -3692 -2484
Trappc10 -5862 -6859
Trappc11 -578 -55
Trappc12 1783 2336
Trappc13 -633 -5270
Trappc2l -5623 -3826
Trappc3 -2835 -4059
Trappc4 -2363 396
Trappc5 -2308 -3230
Trappc6a 3326 -3504
Trappc6b 1361 1137
Trappc8 -2221 -5377
Trappc9 -4762 -5251
Trf 5836 4229
Trip10 -6149 -6123
Trip11 -2178 -3383
Tsc1 -4853 -4582
Tsc2 -3865 -6161
Tsg101 -1470 -2662
Txndc5 7198 5780
Ubap1 28 767
Ubb 5763 -1908
Ubc -1436 -1699
Ubqln1 -3279 -5104
Ubqln2 4500 1980
Ulk1 -5031 -5929
Use1 3639 2259
Uso1 6091 4331
Usp6nl 5969 5710
Vamp2 -3875 -96
Vamp3 1340 209
Vamp4 4015 3390
Vamp8 -487 2756
Vps25 1921 -2808
Vps28 -262 -2609
Vps36 -1041 -4966
Vps37a -1385 -3737
Vps37b 5108 4515
Vps37c 6840 4593
Vps37d 4303 2352
Vps45 3111 3511
Vps4a -6836 -7286
Vps4b 4244 959
Vps51 3780 1101
Vps52 -4155 -3552
Vps53 2432 1700
Vps54 -2623 3076
Vta1 547 -286
Vti1a 2869 -1116
Wasl 2624 5412
Wnt5a -2222 -4294
Yipf6 -1662 -2231
Ykt6 4836 -818
Ywhab 1382 -1493
Ywhae -5312 -6195
Ywhag -2287 -1315
Ywhah 5584 3890
Ywhaq 2145 2532
Ywhaz 5524 2659
Zw10 4767 6235





Metabolism-of-proteins

Metabolism-of-proteins
metric value
setSize 1577
pMANOVA 1.2e-07
p.adjustMANOVA 3.14e-06
s.dist 0.0624
s.young -0.0131
s.old -0.061
p.young 0.393
p.old 7.33e-05




Top 20 genes
Gene young old
Rpl3l -7308 -7793
Mrpl30 -7337 -7761
Ttll1 -7332 -7589
Etfb -7336 -7558
Hrc -7166 -7731
Nudt14 -7278 -7587
Mrpl42 -7248 -7608
Crhr2 -7109 -7742
Ptcd3 -7230 -7612
Mrps35 -7210 -7615
Mme -7081 -7744
Acadvl -7306 -7500
St6galnac6 -7184 -7584
Mrps17 -7178 -7576
Msrb2 -7107 -7648
Agtpbp1 -7049 -7685
Mrpl2 -7320 -7372
Mrps9 -6971 -7623
Asb14 -6865 -7706
Csnk2a1 -6837 -7714

Click HERE to show all gene set members

All member genes
young old
Aaas -621 4067
Aars2 -6224 -6392
Abca3 -2208 -1813
Acadvl -7306 -7500
Ace 7390 6602
Ace2 1539 2949
Ache 2008 -1040
Actb 662 -310
Actl6a 313 -4626
Actr10 -4042 -3915
Actr1a 3141 466
Actr5 -3219 -877
Actr8 -4311 -3756
Adam10 5268 3108
Adamts1 4892 1782
Adamts10 7274 6383
Adamts12 6356 2284
Adamts14 3117 5979
Adamts15 -6097 -4869
Adamts17 4816 29
Adamts19 7386 6991
Adamts2 7469 6535
Adamts20 7284 6952
Adamts3 -4916 -4222
Adamts4 4717 -509
Adamts5 3233 -4965
Adamts6 3231 5932
Adamts7 -6542 -7750
Adamts8 6496 5738
Adamts9 -4316 -4299
Adamtsl1 1043 5882
Adamtsl2 7259 6477
Adamtsl3 1162 2085
Adamtsl4 -969 5236
Adamtsl5 7266 5725
Add1 4420 1516
Adgrf5 -6023 -7340
Adora2a -2137 -6664
Adra2c -1945 2287
Adrb2 -1509 -2331
Agbl2 -4989 -4885
Agbl3 -315 3816
Agbl5 904 -2279
Agt -4320 -6233
Agtpbp1 -7049 -7685
Ahsg 4752 6702
Aimp1 -2872 -3408
Aimp2 -1669 2875
Alb -2631 1215
Alg1 6726 5694
Alg10b -4303 -7294
Alg11 -1229 -3115
Alg12 -2699 -3881
Alg14 474 3160
Alg2 -518 -1267
Alg3 -322 -2230
Alg5 5916 5071
Alg6 -1841 -4848
Alg8 1524 339
Alg9 -2204 -6400
Alpl -5617 3337
Amdhd2 4916 2058
Amfr 5931 4520
Ank1 -6868 -6830
Ank2 -6606 -7276
Ank3 -2630 2172
Ankrd28 6460 6474
Ankrd9 -7090 -6720
Ano8 -4679 -4635
Anpep 3442 4875
Aopep 6791 6945
Ap3m1 -4958 -5596
Apc 6673 5921
Apeh -5071 -1990
Aph1a -4147 -4136
Aph1b -1630 -4351
Aplp2 1887 -5547
Apoa1 -3117 -370
Apoa2 -4104 -1788
Apob -2312 1254
Apoe 948 -334
App 6494 6345
Ar 594 2654
Arcn1 3459 -98
Arf1 -59 -3518
Arf3 6868 5063
Arf4 5304 4250
Arf5 2968 -1634
Arfgap1 1944 3018
Arfgap2 -4318 -3966
Arfgap3 7053 6800
Arfgef2 -5895 -6838
Arl2 -2599 -3886
Arrb1 6454 5029
Arrb2 2854 2025
Arsa 3605 -897
Arsb 6684 5613
Arsg 5743 5658
Arsi -5136 -5584
Arsj -449 -2677
Arsk 5442 4251
Art3 -6164 -5728
Art4 -2568 -7417
Asb1 -102 1952
Asb10 -7144 -7334
Asb11 -6586 -6052
Asb12 -2799 -3044
Asb13 -3878 -3632
Asb14 -6865 -7706
Asb15 -6353 -7305
Asb18 3583 299
Asb2 -6602 -6474
Asb3 923 1694
Asb4 -4682 -6923
Asb5 -5465 3138
Asb6 4507 3595
Asb7 1837 -1502
Asb8 -6584 -6597
Asns 4991 912
Asxl1 403 -4672
Asxl2 853 -1232
Atf3 7376 6801
Atf4 6340 6447
Atf6 -476 -5587
Atp6ap2 5191 6005
Atp6v0d1 307 -2150
Atxn3 1750 2527
Atxn7 -5119 -340
Aurka 4746 4318
Aurkaip1 -6248 -5678
Aurkb 3210 3991
Axin1 3573 2919
Axin2 5432 6015
B2m 4326 4857
B3galnt2 -883 -1479
B3glct 4987 1600
B3gnt2 6711 5903
B3gnt3 -5788 -6546
B3gnt5 4473 902
B3gnt8 3406 3537
B3gnt9 7252 6495
B3gntl1 2489 2271
B4galt1 3267 1068
B4galt2 6315 4664
B4galt3 -4310 -1405
B4galt4 -4249 -652
B4galt5 6407 5561
B4galt6 6036 6103
Babam1 -5658 -6156
Bace1 -2996 -2188
Bap1 -3398 -4129
Bard1 676 4014
Bche 5266 6487
Bcl10 3503 933
Bet1l 5334 4588
Birc2 -3354 -4484
Birc3 5640 1352
Birc5 2583 4194
Blm 3161 4080
Bmi1 -6397 -6220
Bmp4 6772 6517
Brca1 3122 4948
Bst1 3734 939
Btbd1 -5543 -6166
Btbd6 -4970 -3767
Btrc -983 -2965
C1galt1 -3822 -3973
C1galt1c1 -850 202
C3 -1415 -6719
C4b 6877 6457
Calm1 -4595 -4970
Calr -3747 -4997
Calu 6531 4815
Camkmt -1938 143
Cand1 4666 2474
Canx -5693 -7105
Capza2 -2146 -4566
Capzb -5179 -686
Cars2 -6673 -6550
Casp8ap2 2876 19
Cbx2 3715 1391
Cbx4 1789 2079
Cbx5 6152 6171
Cbx8 -714 -3048
Ccdc22 -3911 -3223
Ccdc59 2799 3143
Ccdc8 6911 6003
Ccl2 2195 -4721
Ccna2 5229 5333
Ccne1 3855 1801
Ccne2 898 788
Ccnf 4264 1710
Ccp110 4063 5681
Cct2 792 358
Cct3 -2368 552
Cct4 -2360 -769
Cct5 -2553 -1111
Cct6a -3030 -1077
Cct7 -2495 -3623
Cct8 4141 3732
Cd109 5967 6483
Cd52 2748 2865
Cd59b -5550 -3313
Cdc20 1433 3116
Cdc25a 1914 -3410
Cdc34 -7020 -6823
Cdc73 61 -1350
Cdca8 5325 3945
Cdh2 5636 2941
Cdk1 5710 3875
Cebpb -2936 1517
Cebpg -1874 157
Cetn2 1003 -308
Cfp -3940 -4106
Chchd1 -5921 -5916
Chd3 -4325 -6065
Chm 4576 910
Chml 4934 6307
Chrdl1 742 2722
Chst10 4959 4476
Cish -5557 -3161
Ckap4 7111 6291
Clspn 5575 4859
Cma1 988 82
Cmas 3263 831
Cnih1 -1321 -2923
Cnih2 383 -104
Cntn5 -1588 116
Cog1 3791 2760
Cog2 2381 -2488
Cog3 1640 -3468
Cog4 -3964 -4303
Cog5 -5907 -6472
Cog6 -3930 -6209
Cog7 -2722 -4763
Cog8 -6900 -7344
Commd1 -5943 -4838
Commd10 3518 -1486
Commd2 2188 -1892
Commd3 -6035 -3748
Commd4 4656 3036
Commd5 2011 2382
Commd6 3443 2091
Commd7 5655 3788
Commd8 3451 -3660
Commd9 -1581 -2407
Copa 3741 -629
Copb1 5660 3885
Copb2 3538 -3332
Cope -4431 -3559
Copg1 5827 4453
Copg2 968 -3951
Cops2 3345 -2086
Cops3 -4305 -5384
Cops4 -3918 -1816
Cops5 -4403 -5437
Cops6 -5787 -5427
Cops7a -2517 -2882
Cops7b -537 -291
Cops8 -5408 -5033
Copz1 1326 -1220
Copz2 7011 4766
Cp 6527 6899
Cpa3 2731 -2871
Cpe 7318 6792
Cpm -2143 -4358
Creb3 6218 5519
Creb3l1 5478 1864
Creb3l2 7311 6712
Crebbp -3332 -3533
Crebrf -3424 -2950
Crhr2 -7109 -7742
Csf1 -242 4128
Csf2ra 6263 4780
Csf2rb2 4887 3245
Csnk1d 5455 4161
Csnk2a1 -6837 -7714
Csnk2a2 2827 -156
Csnk2b -4627 -5569
Cst3 5893 5471
Ctbp1 -4329 -4109
Ctdsp2 5719 4247
Ctnnb1 -2555 -3976
Ctr9 -2675 -4126
Ctsa 3546 448
Ctsc -3996 -6450
Ctsh -6085 -6210
Ctsz 6955 6572
Cul1 -3119 -3855
Cul2 -3785 -5613
Cul3 -3349 -6313
Cul4a -2763 -4918
Cul4b 4129 1613
Cul5 -2055 -6542
Cul7 6730 5502
Cul9 3989 2046
Cxxc1 -2958 -2889
Cyld 7081 5831
Dad1 3002 2211
Dag1 3395 1176
Dap3 -6390 -6628
Dars2 -5581 -7062
Daxx 2951 -218
Dcaf10 3471 3488
Dcaf11 -6221 -5624
Dcaf13 2659 2118
Dcaf17 3630 1868
Dcaf4 -6327 -7129
Dcaf5 4995 1828
Dcaf6 -3473 -5694
Dcaf7 -3124 -4459
Dcaf8 -4109 -2864
Dcp2 -2491 -1861
Dctn1 -5873 -3219
Dctn2 -500 -3034
Dctn3 -591 -407
Dctn4 -5115 -6149
Dctn5 2992 -89
Dctn6 -5983 -6121
Dcun1d2 -6790 -7371
Dcun1d3 3144 6305
Dcun1d4 -3261 -6177
Dcun1d5 -5336 -5719
Dda1 3835 3150
Ddb1 6409 4126
Ddb2 1523 1797
Ddit3 -3741 3818
Ddost 5379 -181
Ddx11 1085 1922
Ddx17 -3701 4081
Ddx5 -4166 -1868
Ddx58 633 5650
Derl1 1222 -3922
Derl2 -2315 -4575
Dhdds 4837 4695
Dhps 296 -2205
Dis3 -3755 1665
Dnajb11 6722 4391
Dnajb9 -1972 -5610
Dnajc24 -199 -1508
Dnajc3 -3010 -2409
Dnmt1 5368 2034
Dnmt3a 3914 1291
Dnmt3b -112 312
Dohh -5924 794
Dolk -5587 -3086
Dolpp1 921 -3874
Dpagt1 -2089 -1947
Dph1 -1032 74
Dph2 -2602 -958
Dph3 -2007 -1548
Dph5 1184 3517
Dph6 640 675
Dph7 2782 2361
Dpm1 -1101 -5227
Dpm2 4502 2233
Dpm3 1522 -4346
Dpp4 757 -4809
Dtl 3180 3151
Dync1h1 2619 4531
Dync1i2 5203 4439
Dync1li1 6485 5683
Dync1li2 4461 5015
Dynll1 5075 5782
Dynll2 -6128 -5510
Ears2 -1578 -3330
Edem1 486 4895
Edem2 4007 4169
Edem3 4895 3637
Eef1a2 -6357 -5633
Eef1b2 637 -2698
Eef1d -5848 -4473
Eef1e1 -4012 130
Eef1g -3903 -4521
Eef2 4391 275
Eef2kmt 7443 4232
Eif1a 5914 5726
Eif2ak3 5562 4296
Eif2b1 -2994 -2186
Eif2b2 -1328 -2163
Eif2b3 3073 3436
Eif2b4 -6044 -4703
Eif2b5 -2667 -3106
Eif2s1 -806 -2500
Eif2s2 -2303 -4953
Eif2s3x -4218 -6299
Eif3a 5490 -66
Eif3b 3099 2631
Eif3c 1453 -4912
Eif3d 3348 2210
Eif3e 3390 -106
Eif3f -4014 -4796
Eif3g -2184 -890
Eif3h 5226 367
Eif3i -297 -2201
Eif3j2 4071 -745
Eif3k -2704 -1973
Eif3l -978 -1218
Eif3m -5876 -5839
Eif4a1 4689 4812
Eif4a2 -1851 -4012
Eif4e -5795 -5062
Eif4ebp1 -2737 -1088
Eif4g1 -5508 -5906
Eif4h -1666 -2254
Eif5 3307 4034
Eif5a -5707 -6681
Eif5a2 6055 5643
Eif5b -1589 -4589
Eloc -3360 -5140
Engase -3058 -2856
Enpep -2718 -6510
Ep300 -2809 -454
Epas1 -5094 -7186
Eral1 -5904 -6599
Ercc8 -3111 -3755
Ern1 5716 550
Ero1l 3360 2467
Ero1lb -1877 -1899
Esr1 -3962 1501
Etf1 2542 -2446
Etfb -7336 -7558
Etfbkmt -5157 -5512
Eva1a -3372 -3104
Exoc1 5938 5433
Exoc2 2456 -1179
Exoc3 -5576 -5746
Exoc4 5248 5325
Exoc5 5055 3118
Exoc6 -5248 -6974
Exoc7 -3011 -2611
Exoc8 -4733 -4562
Exosc1 1515 4257
Exosc2 2266 680
Exosc3 385 -306
Exosc4 -4926 -3012
Exosc5 762 -180
Exosc7 -2562 -3338
Exosc8 891 3693
Exosc9 612 225
Extl1 -3156 -5686
Extl2 2081 -1935
Extl3 624 -1487
F8 -1506 592
Fam20a 6769 6705
Fam20c 7283 6382
Fars2 -6885 -7333
Farsa -4086 -2900
Farsb -5407 -5600
Fau 519 -1304
Fbn1 6968 6107
Fbxl12 -3162 -3991
Fbxl14 3964 2016
Fbxl15 724 -2552
Fbxl16 5393 3141
Fbxl18 1694 2726
Fbxl19 5218 4077
Fbxl20 1584 3062
Fbxl22 -6927 -5051
Fbxl3 1055 734
Fbxl4 3609 3334
Fbxl5 -4746 -6160
Fbxl7 3843 162
Fbxl8 3805 3262
Fbxo10 1079 -2624
Fbxo11 3100 -4709
Fbxo17 7173 6029
Fbxo21 -5479 -6541
Fbxo22 -3200 -2152
Fbxo30 -78 -1089
Fbxo31 -6155 -5375
Fbxo32 2078 -742
Fbxo4 4605 3758
Fbxo40 5009 6074
Fbxo6 -1511 -1453
Fbxo7 -1223 -4532
Fbxo9 -730 2641
Fbxw11 4422 3035
Fbxw2 -1901 -1579
Fbxw4 -4861 -1810
Fbxw5 -6313 -5977
Fbxw7 -1767 3232
Fbxw8 -1085 -1011
Fbxw9 6522 5511
Fcgr4 4737 5500
Fcsk 1861 -708
Fem1b 1801 -2592
Fem1c -2700 -2111
Fga -3043 855
Fkbp14 5213 888
Fkbp8 357 -632
Fkbp9 6838 4083
Fn1 7320 6491
Fn3k -6365 -7322
Fn3krp -3906 -5949
Folr2 -5324 -4446
Foxk1 2100 2958
Foxk2 -4420 -3853
Foxo4 -4257 -3546
Fpgt 1415 -71
Fstl1 7372 6531
Fstl3 7499 6931
Fuca1 5465 3412
Fuca2 -5682 -4877
Fuom -6371 -3820
Furin 1738 -2954
Fut8 5119 -1697
Gadd45gip1 -6867 -6703
Galnt1 -866 -4743
Galnt10 2930 4030
Galnt11 -1695 -4085
Galnt15 -5397 -6655
Galnt16 6303 -4778
Galnt17 5038 -3051
Galnt18 41 -332
Galnt2 5385 1538
Galnt4 6322 3680
Galnt7 6155 6218
Gan 6186 6129
Ganab 3151 -1625
Gapdhs -2761 375
Gas6 2658 4026
Gata3 -2641 -1970
Gata4 -1370 -4005
Gata6 379 -3225
Gba 6569 5896
Gbf1 -2279 -1916
Gcnt1 6989 6668
Gcnt4 7114 6388
Gfm1 -6643 -7457
Gfm2 -6544 -7469
Gfpt1 4092 919
Gfpt2 -5090 1134
Gga1 -3748 -2504
Gga2 3490 5354
Gga3 -4565 -2465
Ggcx 2522 -2265
Glb1 5822 1047
Gm11808 -5706 -216
Gm28042 -6038 -5882
Gm49336 3826 3163
Gm50388 -923 1381
Gmds 3531 4447
Gmppa 3080 1628
Gmppb 1721 2324
Gnai1 6499 6092
Gnai2 3854 1841
Gnai3 5056 4344
Gnao1 7515 7001
Gnaz 1216 906
Gnb1 3378 553
Gnb2 2426 -280
Gnb3 -4309 -7248
Gnb4 4703 4055
Gnb5 -739 -4170
Gne 1172 -1633
Gng10 3588 3127
Gng11 -2381 -3084
Gng12 2443 -1045
Gng2 2834 1842
Gng8 6555 5926
Gngt2 -3723 -2987
Gnpnat1 4972 1038
Golgb1 6598 6059
Golm1 4890 -2511
Gorasp1 273 -4434
Gosr1 -1133 -2009
Gosr2 6073 -777
Gpaa1 -4670 -1612
Gpc3 2127 -5769
Gpihbp1 -3847 -6453
Gpld1 -2570 -4883
Gps1 2514 -690
Gsk3a -4423 -3666
Gsn 4065 5762
Gspt1 -2246 -3914
Gspt2 5388 4818
H3f3a -2808 -2666
Hars2 -5875 -6761
Hcfc1 -2259 -3907
Hdac1 5275 3944
Hdac2 -4789 -5887
Hdac3 -6017 -6749
Hdac4 -3163 -4830
Hdac7 -3802 -822
Hdgf 2255 91
Herc2 -1395 -914
Herpud1 -7032 -7357
Hgs 4975 3859
Hic1 -225 1082
Hif1a 6604 1121
Hif3a -2849 -3750
Hipk2 6736 4300
Hltf 2357 2874
Hnrnpc -6475 -7636
Hnrnpk 2447 -3116
Hrc -7166 -7731
Hsp90b1 -5033 -5785
Hspa5 -6240 -7173
Hspa8 -5126 -2542
Hspg2 6535 3769
Hyou1 -3679 -4198
Iars2 -5691 -7099
Icmt -1789 -2294
Ide -4424 -4327
Ifih1 571 5239
Igf1 7240 5920
Igf2 768 -5914
Igfals -6489 -7076
Igfbp3 -4647 -837
Igfbp4 6397 -513
Igfbp5 4815 2528
Igfbp6 6676 6725
Igfbp7 7321 6623
Ikbke 5570 5841
Ikbkg -3327 -2281
Il33 5215 4653
Incenp 3287 3181
Ing2 3055 3644
Inha -2463 -4909
Inhba 7150 6998
Inhbb 4233 -3243
Ino80 6135 6237
Ino80b 3339 2066
Ino80c 6015 6158
Ino80d -4098 3121
Ino80e -871 3147
Itih2 7098 6851
Itm2b -1736 -5722
Josd1 -5198 -5638
Josd2 -5035 -2496
Kars -1031 -313
Kat2a -2729 -1556
Kat2b 316 -3888
Kbtbd13 -2046 -5636
Kbtbd7 4438 5031
Kbtbd8 -3915 -3780
Kctd6 1255 4607
Kctd7 3820 3028
Kdelr1 3997 -4196
Kdelr2 5459 4436
Kdelr3 6958 6182
Kdm1b -2404 -4878
Keap1 -3752 -4257
Khsrp 1152 -2316
Kif13a 1755 4945
Kif5a 504 2105
Kif5b 6829 6240
Kif5c 6816 6381
Kifc3 -6402 -6251
Kin 96 1703
Klf4 -3000 -1524
Klhdc3 -5836 -4704
Klhl11 -3243 925
Klhl13 5400 5955
Klhl2 4174 4470
Klhl20 2851 385
Klhl21 -6424 -6982
Klhl22 7294 1071
Klhl25 201 -728
Klhl3 -4940 -6984
Klhl41 7483 7027
Klhl42 -1108 2867
Klhl5 3349 -4102
Klhl9 -3029 -6196
Ktn1 3908 -169
L3mbtl2 -2369 -3829
Lamb1 6771 -983
Lamb2 2375 4485
Lamc1 7347 5936
Large1 6575 2464
Lars2 -6814 -414
Leo1 -296 -4202
Lgals1 7095 3320
Lman1 -1130 -5060
Lman1l 5574 5946
Lman2 -2352 -4702
Lman2l -4616 -4849
Lmcd1 7505 6929
Lmna 7232 6208
Lmo7 -6191 -7085
Lonp2 -5285 -6862
Lrrc41 966 -1424
Lrrc49 4184 4581
Lsamp -5205 -5188
Ltbp1 2153 4810
Ly6e -1998 2785
Lypd1 4759 5476
Magt1 -5441 -7480
Man1a 664 -2507
Man1a2 5867 5756
Man1b1 -176 -2291
Man1c1 5900 2279
Man2a1 2682 1662
Man2a2 3550 -4096
Manea 3695 -1706
Map3k7 5998 6335
Mars2 -5106 -7011
Mat2b -4828 -5899
Mavs -7061 -7239
Mbd1 -5363 -4939
Mbd5 1632 -4215
Mbd6 -3688 -3438
Mbtps1 5821 5093
Mbtps2 3160 465
Mcfd2 2584 -5058
Mcrs1 -1979 -3193
Mdc1 -614 4189
Mdga1 -6235 -7180
Mdga2 -2444 -1744
Mdm2 4383 4102
Mdm4 -4108 -221
Men1 -3828 -2806
Mettl21a 6085 4409
Mettl22 -5940 -5677
Mfge8 5789 4710
Mgat1 1031 -2321
Mgat2 5212 2395
Mgat3 4996 -6874
Mgat4a 2446 753
Mgat4b -4283 -4924
Mgat5 -1543 -3594
Mia2 -5629 -7819
Mia3 5790 3806
Mitf -5982 -7409
Mlec -932 -5239
Mme -7081 -7744
Mmp2 7497 6885
Mogs 2989 -751
Mpdu1 5512 3468
Mpi -7175 -6989
Mrpl1 -6750 -7265
Mrpl10 -5595 -5933
Mrpl11 -5991 -5910
Mrpl12 -7029 -6604
Mrpl13 -5916 -6619
Mrpl14 -6990 -6964
Mrpl15 -6574 -6827
Mrpl16 -5878 -6598
Mrpl17 -5372 -4564
Mrpl18 -6929 -7035
Mrpl19 -6834 -6958
Mrpl2 -7320 -7372
Mrpl20 -5318 -4089
Mrpl21 -5591 -6947
Mrpl22 -5839 -6141
Mrpl23 -6924 -4943
Mrpl24 -5493 -4092
Mrpl27 -4868 -4867
Mrpl28 -6906 -7373
Mrpl3 -6890 -7156
Mrpl30 -7337 -7761
Mrpl32 -5449 -6000
Mrpl33 -676 3231
Mrpl34 -6559 -6570
Mrpl35 -6678 -7167
Mrpl36 -4714 -4959
Mrpl37 -6747 -7068
Mrpl38 -6844 -6174
Mrpl39 -6696 -7130
Mrpl4 -6884 -6566
Mrpl40 -3530 -4283
Mrpl41 -6758 -6786
Mrpl42 -7248 -7608
Mrpl43 -5164 -5466
Mrpl44 -6513 -6841
Mrpl45 -6896 -7603
Mrpl46 -6817 -7379
Mrpl47 -6690 -6931
Mrpl48 -4965 -2296
Mrpl49 -5909 -5838
Mrpl50 -6278 -7053
Mrpl51 -7056 -7044
Mrpl52 -994 253
Mrpl53 -6252 -4354
Mrpl54 -1065 -2562
Mrpl55 -7064 -6715
Mrpl57 -2056 -4071
Mrpl58 -6710 -6615
Mrpl9 -6996 -7202
Mrps10 -1566 1880
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Mrps12 -4262 -4111
Mrps14 -6073 -6439
Mrps15 -6805 -6956
Mrps16 -6308 -6130
Mrps17 -7178 -7576
Mrps18a -6175 -6605
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Mrps18c -5687 -6088
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Mrps22 -5305 -6723
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Mrps24 -6748 -6081
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Mrps26 -5415 -3403
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Mrps28 -6850 -6886
Mrps30 -6407 -6943
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Mrps33 -6284 -6495
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Mrps35 -7210 -7615
Mrps36 -6283 -6967
Mrps5 -6689 -6857
Mrps6 -4817 -1971
Mrps7 -6460 -6613
Mrps9 -6971 -7623
Mrrf -6453 -6787
Mrtfa 5622 4869
Msln 2360 -3630
Msra 3793 -3041
Msrb1 -6959 -5720
Msrb2 -7107 -7648
Msrb3 64 -1836
Mta1 1936 -815
Mtfmt -3436 -3006
Mtif2 -6744 -7351
Mtif3 -5780 -5500
Mtrf1l -5597 -5796
Muc15 6986 6914
Muc16 -1221 -3095
Mul1 -6517 -6188
Mvd -786 1263
Mxra8 7331 6704
Myc 6780 6070
Mydgf 1991 0
Myo5a 6359 5343
Mysm1 3238 3219
N6amt1 -2262 -4037
Nae1 -3256 -2608
Nagk 3592 -731
Nanp 2835 1684
Nans 6392 4932
Napa -5159 -4315
Napb 1860 6167
Napg 2133 3081
Napsa 1416 1221
Nars2 -6694 -7073
Ncoa1 -4484 -6419
Ncoa2 -3912 -6801
Ncor2 4764 3742
Ncstn 2223 347
Ndc1 -3676 -4825
Nedd8 95 641
Negr1 5823 5771
Neu1 -4503 -122
Neu3 -2654 -2701
Neurl2 -6507 -6698
Nfkb2 6343 5577
Nfkbia 364 2648
Nfrkb -839 5494
Nfya -3456 1336
Nfyb -2643 -1716
Nfyc -6029 -6006
Ngly1 845 711
Nicn1 -3678 -5020
Nlrp3 1933 -1926
Nod1 -5920 -4982
Nod2 -2691 -746
Nop56 -2467 4524
Nop58 4067 3927
Npl 2978 1243
Nppa 7523 7032
Nr1h2 -243 1102
Nr1h3 -1853 -4977
Nr1h4 4445 220
Nr2c1 191 -3205
Nr3c1 2927 -1142
Nr3c2 -4800 -3832
Nr4a2 5256 96
Nr5a2 -4208 -4606
Nrip1 5461 5212
Nrn1 -3492 -3377
Nsf -957 -3637
Nsmce1 -5506 -1406
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Nsmce3 3256 -54
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Ntm -213 -2420
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Nub1 2307 -58
Nucb1 5146 -1685
Nudt14 -7278 -7587
Nup107 -1252 -1977
Nup133 -2488 -1920
Nup153 608 1264
Nup155 3051 361
Nup160 2576 936
Nup188 1219 1677
Nup205 -670 -3324
Nup210 -5985 -6834
Nup214 -1565 -479
Nup35 1447 -1156
Nup37 -326 -4277
Nup43 -462 -1511
Nup50 -566 -2471
Nup54 -939 -4619
Nup62 -5422 -4685
Nup85 -2481 -84
Nup88 -1840 -4528
Nup93 4359 4421
Nup98 3276 -3680
Nupl2 -3657 -3335
Nus1 1719 -1890
Obsl1 -2906 -269
Ogt -1553 3555
Opcml -5635 -6432
Os9 4038 2735
Otoa 4826 1919
Otub1 -3425 -4214
Otub2 3988 5376
Otud3 684 1464
Otud5 3923 4580
Otud7b 6943 4170
Otulin 7371 6868
Oxa1l -7035 -6627
P2ry2 1396 142
P4hb 6441 4378
Paf1 876 1604
Pappa 5106 5735
Pappa2 2103 2774
Park7 3045 2712
Parn 5923 3560
Parp1 -6470 -6763
Pars2 -3576 -3342
Pcgf2 7012 6229
Pcmt1 -2784 -2245
Pcna -491 3253
Pdcl 2816 -2475
Pdia3 2332 353
Pdia5 5791 -3923
Pdia6 -3081 -4513
Penk -5937 -6873
Pex10 -6076 -6073
Pex12 2346 -4157
Pex13 -771 -5620
Pex14 809 -2777
Pex2 -5398 -6265
Pex5 5993 2191
Pfdn1 134 -1945
Pfdn2 -4986 -4399
Pfdn5 -3006 -1418
Pfdn6 -6140 -4807
Pgap1 -3269 -6849
Pgm3 5901 4554
Phc1 5898 3435
Phc2 3502 2510
Phc3 -552 3145
Pias1 -3854 -4772
Pias2 -2385 -3541
Pias3 4948 3899
Pias4 -3508 -2197
Piga -1378 15
Pigb 431 -265
Pigc -3106 -2353
Pigf -892 3863
Pigg -3894 -5544
Pigh -3742 -4955
Pigk 4908 -2466
Pigl 1797 30
Pigm 2685 1819
Pign 3984 422
Pigo -6392 -6986
Pigp -4229 -3926
Pigq -3365 -3974
Pigs 4429 1208
Pigt 4883 -20
Pigu -4212 -2276
Pigv -4809 -5582
Pigw -2428 -1307
Pigx -3211 -3681
Pigyl -5429 -5676
Pla2g7 -367 -3957
Plaur 1827 -1274
Plet1 6130 6827
Pml 3342 3906
Pmm1 7486 6895
Pmm2 -3323 -5784
Pnpla2 -6697 -6659
Pofut2 6423 1428
Polb -2364 277
Pom121 -5732 -2088
Pomgnt1 -3527 3647
Pomgnt2 -4342 -3958
Pomk 2538 1457
Pomt1 -3764 -5028
Pomt2 -1986 -206
Ppa1 -3881 -5184
Ppa2 -6676 -6918
Ppara -6545 -7563
Pparg -4842 -2722
Ppargc1a -6363 -7511
Ppp2r5b 2746 2750
Ppp6c -3624 -5684
Ppp6r1 -5185 -4073
Ppp6r3 -5054 -6661
Preb -5765 -4262
Prkcsh 2629 2190
Prkdc 4840 6764
Prmt3 324 429
Pros1 5170 3887
Proz -2135 1826
Prss23 4876 2314
Psenen 1615 1894
Psg16 -4834 6002
Psma1 -5057 -5354
Psma3 -1668 -1270
Psma4 -4195 -5256
Psma5 917 4879
Psma6 -6198 -4392
Psma7 -5203 -1132
Psmb1 -3490 -1504
Psmb10 3247 6154
Psmb2 -6229 -6389
Psmb3 -6394 -4507
Psmb4 -4157 -2719
Psmb5 -5358 -2463
Psmb6 -5905 -4631
Psmb7 -6295 -6022
Psmb8 188 2895
Psmb9 239 987
Psmc1 -4509 -1482
Psmc2 -5438 -4371
Psmc3 -5727 -3198
Psmc4 580 1965
Psmc5 -5068 -3092
Psmc6 -3319 55
Psmd1 -4493 -2930
Psmd10 2830 -1174
Psmd11 5474 5901
Psmd12 -5949 -6045
Psmd13 2269 4514
Psmd14 1389 1667
Psmd2 -4258 -2549
Psmd3 -5414 -2387
Psmd4 -73 2814
Psmd5 2751 2805
Psmd6 -2219 -3583
Psmd7 -3344 2462
Psmd8 5830 6151
Psmd9 811 -3604
Psme1 -7082 -7176
Psme2b -2823 -3837
Psme3 -4430 -5111
Psme4 -5860 -5252
Psmf1 1562 263
Ptcd3 -7230 -7612
Pten 679 -2222
Ptp4a2 2596 -3793
Ptrh2 -2796 -2597
Pum2 -36 -3862
Qsox1 7490 6703
Rab10 -4439 -5212
Rab11a -2501 -5885
Rab11b 1212 -3386
Rab12 -5280 -6895
Rab13 6900 6349
Rab14 -5276 -6634
Rab15 7415 6757
Rab17 -6502 -6310
Rab18 -1250 -4021
Rab1a -3223 -6062
Rab1b -6030 -5486
Rab20 -1334 -2750
Rab21 -4812 -6186
Rab22a -2394 -3903
Rab23 5397 5291
Rab24 -4445 -4221
Rab27a -1179 -3721
Rab27b 7417 6961
Rab29 3606 2590
Rab2a 2739 -1349
Rab2b 5649 2106
Rab30 -3630 -2354
Rab31 7227 6762
Rab33b 6021 3134
Rab34 6739 5997
Rab35 5336 845
Rab36 4621 4563
Rab37 -508 -4370
Rab3a -6304 -4824
Rab3d 4802 2649
Rab40b 6127 -3597
Rab40c 1260 -3488
Rab42 -3188 -3257
Rab43 4039 2459
Rab4a 1717 2240
Rab4b 6975 6460
Rab5a 5098 86
Rab5b -1911 -4750
Rab5c 3142 -1160
Rab6a 6083 2806
Rab6b 4327 1836
Rab7 -5369 -6377
Rab7b 6565 5190
Rab8a 1372 1357
Rab8b 4850 2440
Rab9 -2739 -6338
Rabggta -4972 -3450
Rabggtb -3434 -1391
Rad18 5613 6072
Rad21 -3255 -4850
Rad23a -3757 -4095
Rad23b -4644 -4605
Rad52 3995 5491
Rae1 -2439 -1886
Ranbp2 1943 -1227
Rangap1 3393 3196
Rara 6256 3952
Rars2 -5676 -5759
Rbbp5 -4856 -6187
Rbbp7 -5747 -6737
Rbx1 -4743 -4554
Rce1 2503 1879
Reck 6833 5647
Rela 4961 3728
Renbp 4245 2617
Rft1 3829 -5039
Rgs11 4854 5703
Rgs6 -6443 -3786
Rgs7 -5993 4356
Rhoa -857 -3472
Rhot1 -5531 -6842
Ring1 3578 1778
Ripk1 3817 949
Ripk2 1005 3673
Rnf103 6849 6352
Rnf123 -6472 -6103
Rnf128 -5287 -6328
Rnf139 -5444 -5644
Rnf144a -559 -5331
Rnf146 -2003 400
Rnf152 -1671 -1422
Rnf168 -3229 -3171
Rnf181 3668 3650
Rnf185 -3305 -2631
Rnf2 6290 -1872
Rnf20 1561 -903
Rnf40 -2967 501
Rnf5 -5268 -4979
Rnf7 -4623 -5468
Rora 4753 1898
Rpa1 -4117 -3049
Rpl10-ps3 3212 1228
Rpl10a 2365 826
Rpl11 -1842 -1611
Rpl12 4829 5011
Rpl13 -1673 -925
Rpl13a 3206 1423
Rpl14 -1056 -1817
Rpl18 -544 -2116
Rpl18a -1661 -1683
Rpl19 1021 -223
Rpl22l1 -697 990
Rpl23 893 -998
Rpl26 -440 315
Rpl27 -3812 -3262
Rpl28 -3522 -3053
Rpl29 -3071 -3308
Rpl3 6113 6294
Rpl30 -2113 -2803
Rpl32 210 -2635
Rpl34 639 -1667
Rpl35 -731 -1020
Rpl36 -4693 -3549
Rpl37a 1027 -952
Rpl38 2973 -609
Rpl3l -7308 -7793
Rpl4 2299 -567
Rpl5 767 2478
Rpl6 -669 -2330
Rpl7a -2054 -3718
Rpl8 -4247 -3018
Rplp1 1737 1206
Rpn1 -584 -2591
Rpn2 2811 1591
Rps11 315 -2551
Rps12 2728 884
Rps13 -5050 -5764
Rps14 -1071 -1798
Rps15 -1045 -2489
Rps15a -3231 -2769
Rps16 900 -494
Rps17 -4875 -5562
Rps19 -44 -2802
Rps20 2098 1064
Rps21 1421 -1394
Rps24 69 -130
Rps25 -2930 -2703
Rps27a -1504 -1029
Rps27l 282 1037
Rps28 3137 -561
Rps3a1 -1317 -1655
Rps4x 810 -303
Rps5 1452 1852
Rps7 -2886 -1733
Rps8 1432 -1256
Rps9 -212 -1205
Rpsa -3636 -3074
Rraga 2409 -2434
Rtf1 -3806 -6273
Rtn4rl1 -1725 1368
Rtn4rl2 -4264 -4798
Ruvbl1 1316 3391
Rwdd3 3019 -1423
Rxra -6194 -6804
Sae1 2956 1409
Safb -4300 -2110
Sar1b -6848 -7206
Sars2 -6953 -6965
Satb1 6347 5016
Satb2 2575 -274
Scfd1 2215 832
Scg3 6324 4487
Scmh1 -6058 -6434
Sdc2 7435 6631
Sec11a 2983 -1386
Sec11c 2545 -783
Sec13 1575 39
Sec16a 572 -4601
Sec16b 7226 6671
Sec22a -1779 -5709
Sec22b 5609 3487
Sec22c 4146 194
Sec23a 4506 -802
Sec23ip 4637 -3059
Sec24a -95 -2344
Sec24b 4189 3729
Sec24d 6468 5064
Sec31a 1581 2182
Sec61a1 6371 4324
Sec61a2 -4893 -5428
Sec61b 5315 1434
Sec61g -4065 -1345
Seh1l 326 -1812
Sel1l 3457 1172
Selenos 6071 698
Sema5a 6936 5951
Sema5b 2698 -5908
Senp1 -2543 1300
Senp2 962 3281
Senp5 267 -299
Senp8 -4352 -5119
Serp1 5557 2548
Serpina1d -3938 1913
Serpinc1 -2974 1289
Shc1 5764 3996
Shisa5 3383 5045
Shprh 309 2000
Siah1b 2256 -1509
Siah2 -5606 -2244
Sin3a 625 -2529
Skiv2l 3869 2096
Skp1a -2255 -5461
Skp2 3484 2048
Slc17a5 4456 2342
Slc30a5 -7 2470
Slc30a6 -1597 486
Slc30a7 4859 3739
Slc35a1 4230 111
Slc35c1 2466 1410
Smad1 5072 4831
Smad2 2945 -931
Smad3 3925 -4081
Smad4 4924 4471
Smad7 6193 5962
Smc1a 3576 445
Smc3 1642 -3069
Smc5 5628 2670
Smc6 -334 -4308
Smurf2 5768 4293
Snca 49 -641
Sncaip -1768 -4852
Snx3 -3539 -3143
Socs2 2278 5477
Socs3 2520 -1464
Socs5 2323 -1732
Socs6 2568 3445
Sorl1 6884 6834
Sp3 4085 -1728
Sparcl1 5012 6004
Spcs1 2963 780
Spcs2 1459 -541
Sphk1 6933 6215
Spon1 3365 1636
Spon2 5148 2625
Spp1 4125 6580
Sprn 4349 2201
Spsb1 -5562 -4000
Spsb2 6887 6147
Spsb3 -3713 1094
Spsb4 6310 6145
Spta1 -2545 -5699
Sptan1 -525 5294
Sptb -1715 1502
Sptbn1 -4084 -4692
Sptbn2 -1231 1110
Sptbn5 3367 6778
Srd5a3 4993 3726
Srp14 -2787 -1078
Srp19 -3428 -4816
Srp54a -729 -3696
Srp68 -2008 -1774
Srp72 1277 -916
Srp9 -2636 -3551
Srpr 1234 -2564
Srprb -2399 -694
Ssr1 6057 4618
Ssr2 2857 -2085
Ssr3 4310 -3996
Ssr4 1754 -2097
St3gal1 3058 716
St3gal2 6995 5852
St3gal3 -6777 -6624
St3gal4 4466 -4957
St3gal5 5507 3409
St3gal6 -4673 -4593
St6gal1 4351 -2022
St6galnac2 5684 -2059
St6galnac3 48 -5018
St6galnac4 6331 6062
St6galnac6 -7184 -7584
St8sia1 6367 6714
St8sia2 4491 4888
St8sia4 -6404 -5155
St8sia6 -1521 -4549
Stag1 -170 1246
Stag2 5515 3921
Stam 1544 -52
Stam2 5387 2587
Stambp 6297 5429
Stambpl1 4305 5397
Stat3 4087 345
Stc2 3421 3269
Stt3a 6426 4330
Stx17 759 -2924
Stx1a 2912 1003
Stx5a 4418 3544
Suds3 -2154 -3527
Sult5a1 7465 469
Sumf1 6244 3765
Sumo1 -3315 -3990
Sumo2 -1525 -5695
Sumo3 -2452 -3372
Suz12 -226 -4267
Syvn1 250 -3418
Tab1 213 -3626
Tada2b -5030 -5237
Tada3 1408 2330
Taf10 516 -1095
Taf9b -2156 -2674
Tars 3361 754
Tars2 -6442 -5956
Tatdn2 -5829 -2800
Tbc1d20 3878 3019
Tbca 2304 3903
Tbcb 5157 405
Tbcc 5458 2544
Tbcd 4828 2466
Tbce 5890 1441
Tcf7l2 1954 -4942
Tcp1 -4116 -4139
Tdg 2462 2630
Tfg -1929 -4911
Tfpt -2922 -2349
Tgfa 6309 4116
Tgfb1 6984 5531
Tgfbi 6894 5593
Tgfbr1 7285 6857
Tgfbr2 6843 5799
Tgoln1 -601 -3932
Thbs1 6742 6178
Thbs2 4196 3190
Thra -1052 -3657
Thrb -4935 -6414
Thsd1 -116 288
Thsd4 995 6395
Thsd7a 6779 6825
Thy1 -5194 -4359
Timp1 7129 6798
Tln1 6888 5990
Tmed10 5429 480
Tmed2 4476 -272
Tmed3 6576 6027
Tmed7 -747 -6167
Tmed9 3775 -3777
Tmem115 -2170 -121
Tmem129 -1574 -1433
Tmem132a 6428 5094
Tnc 4757 6330
Tnfaip3 5930 5656
Tnip1 7399 6677
Tnip2 5614 6046
Tnip3 -4764 -6577
Tnks 3088 977
Tnks2 -4497 -6705
Tomm20 -4097 -410
Tomm70a -5828 -6506
Top1 -5309 -5957
Top2a 3941 5034
Top2b 2878 1766
Topors 1301 -1815
Tpgs1 3574 1245
Tpgs2 241 -2322
Tpp1 -2117 -3484
Tpr 5510 4178
Traf2 -9 1142
Traf3 6586 6515
Traf6 513 -1168
Tram1 6017 4182
Trappc1 -3692 -2484
Trappc10 -5862 -6859
Trappc2l -5623 -3826
Trappc3 -2835 -4059
Trappc4 -2363 396
Trappc5 -2308 -3230
Trappc6a 3326 -3504
Trappc6b 1361 1137
Trappc9 -4762 -5251
Trf 5836 4229
Trim13 -751 2199
Trim25 -2206 -558
Trim27 3068 1379
Trim28 2367 -424
Trmt112 390 1149
Trp53 4978 4881
Trp53bp1 3986 6150
Trrap 1560 1002
Tsfm -6347 -6440
Tspan14 -2832 -3783
Tspan15 -5379 -6832
Tspan33 -2711 -5318
Tspan5 5544 5231
Tspyl2 1341 4480
Tsta3 -4656 -3516
Ttf1 -884 -778
Ttl -2331 -1603
Ttll1 -7332 -7589
Ttll11 4866 5271
Ttll12 5659 5340
Ttll13 3101 3392
Ttll3 -4374 -366
Ttll4 -3396 -50
Ttll7 6049 6261
Ttr -2307 6470
Tuba1a 6556 6170
Tuba1b -1269 4961
Tuba1c 1978 4986
Tuba4a -6071 -6762
Tuba8 -6373 -2061
Tubb1 4485 -1601
Tubb2a 6210 6696
Tubb2b 6374 6367
Tubb3 6801 5192
Tubb4a -3093 -4058
Tubb4b -4356 359
Tubb6 3962 4109
Tufm -6846 -7363
Tulp4 5707 6458
Tusc3 5313 4277
Txn1 1859 953
Uap1 -4914 -3592
Uba1 3207 -97
Uba2 5031 4388
Uba3 -4779 -6110
Uba6 4311 -2236
Ubb 5763 -1908
Ubc -1436 -1699
Ube2a -5301 -5570
Ube2b -6925 -7329
Ube2c 5815 4785
Ube2d1 -4576 -5721
Ube2d2a -681 -3716
Ube2d3 5709 3978
Ube2e1 3650 -762
Ube2e3 -3833 -6596
Ube2f -5852 -3010
Ube2g1 2479 -2994
Ube2g2 973 476
Ube2h 4381 -1749
Ube2i 3577 1079
Ube2j2 -2625 -2495
Ube2k -2821 -4679
Ube2l6 -127 4621
Ube2m -4813 -4591
Ube2n -5254 -5400
Ube2q2 4037 -886
Ube2r2 -6384 -6380
Ube2s -1064 -1454
Ube2t -2298 -1230
Ube2v2 3853 -647
Ube2w 2917 1334
Ube2z 5974 2915
Ubxn1 6883 5851
Ubxn7 3794 895
Uchl1 7520 7020
Uchl3 -4443 -5303
Uchl5 843 1974
Ucn 3274 1169
Uggt1 2756 1971
Uggt2 4732 4979
Uhrf2 -3776 27
Uimc1 492 683
Ulbp1 7471 6806
Uso1 6091 4331
Usp10 -4635 -4904
Usp11 5734 6601
Usp12 -4222 -76
Usp13 1158 556
Usp14 -4744 -5855
Usp15 -3781 -6687
Usp16 2091 -2373
Usp18 -2557 6813
Usp19 -3536 -3655
Usp2 -6852 -5821
Usp20 2677 3781
Usp21 -2867 -2653
Usp22 6065 2316
Usp24 -5522 -5332
Usp25 -1941 2411
Usp28 6295 6563
Usp3 -80 -4502
Usp30 2724 756
Usp33 -3062 -3495
Usp34 2213 1140
Usp37 -2310 -2993
Usp4 -1225 3358
Usp42 4380 1358
Usp47 5685 5938
Usp48 -2652 -1281
Usp49 -43 1229
Usp5 -2839 -2731
Usp7 931 -1139
Usp8 -495 -2761
Usp9x 4374 -3676
Vamp2 -3875 -96
Vars2 -6968 -6459
Vbp1 -3374 -1998
Vcan 7188 6694
Vcp -2921 -3485
Vcpip1 3357 127
Vcpkmt 4204 5637
Vdac1 -7008 -7195
Vdac2 -6648 -6666
Vdac3 -6938 -7147
Vdr -724 -161
Vwa1 6270 5237
Wac -15 -2599
Wars2 -4658 -5948
Wdr20 -3789 -5419
Wdr48 -3036 -816
Wdr5 -4297 -6236
Wdr61 2151 1382
Wdtc1 -6639 -6253
Wfs1 6267 3063
Wipi1 965 -4533
Wrap53 -3248 -5260
Wrn 1430 -190
Wsb1 6133 1315
Wsb2 5015 773
Xbp1 661 -2968
Xpc -2318 -2619
Xpnpep2 -3342 -1937
Xrcc4 2600 1022
Xrn2 5320 -4035
Yars2 -6001 -7155
Yif1a -3722 -5122
Ykt6 4836 -818
Yod1 -3054 2123
Yy1 -1198 -3412
Zbtb16 -3608 -1995
Zbtb17 -3343 -3490
Zdhhc2 4482 5490
Zfp131 -2752 -3202
Zranb1 2057 2432





Integrin-cell-surface-interactions

Integrin-cell-surface-interactions
metric value
setSize 53
pMANOVA 1.23e-07
p.adjustMANOVA 3.14e-06
s.dist 0.602
s.young 0.43
s.old 0.421
p.young 5.95e-08
p.old 1.12e-07




Top 20 genes
Gene young old
Cd44 7295 7013
Col16a1 7349 6856
Itga5 7309 6750
Col4a3 7037 6967
Itgav 7314 6700
Col4a4 7049 6807
Col9a2 7498 6397
Fn1 7320 6491
Lum 7163 6376
Itga11 6898 6561
Itgb5 7035 6117
Itgb3 7496 5721
Fbn1 6968 6107
Itgb8 6492 6501
Thbs1 6742 6178
Itga9 6082 6594
Itgb1 6770 5825
Itga7 6140 5835
Col18a1 6116 5391
Comp 4501 6797

Click HERE to show all gene set members

All member genes
young old
Agrn -247 199
Bsg -6548 -7267
Cd44 7295 7013
Cd47 4738 3661
Col13a1 2636 3872
Col16a1 7349 6856
Col18a1 6116 5391
Col23a1 5725 2177
Col4a1 5635 5181
Col4a2 5963 4644
Col4a3 7037 6967
Col4a4 7049 6807
Col9a2 7498 6397
Comp 4501 6797
F11r -352 -4343
Fbn1 6968 6107
Fga -3043 855
Fgb -3889 1327
Fn1 7320 6491
Hspg2 6535 3769
Icam1 5132 3799
Icam2 -2435 -4834
Itga1 -2422 -3850
Itga11 6898 6561
Itga2 3765 6228
Itga2b 5803 437
Itga3 5715 5066
Itga4 610 3065
Itga5 7309 6750
Itga6 -5055 -3078
Itga7 6140 5835
Itga8 3673 5405
Itga9 6082 6594
Itgae 4962 3911
Itgal 2820 -2156
Itgav 7314 6700
Itgax 1846 526
Itgb1 6770 5825
Itgb3 7496 5721
Itgb5 7035 6117
Itgb6 -4680 -6503
Itgb7 2293 3037
Itgb8 6492 6501
Jam2 -3753 -6183
Jam3 4176 3665
Kdr -5777 -7016
Lum 7163 6376
Pecam1 -3282 -6290
Spp1 4125 6580
Thbs1 6742 6178
Tnc 4757 6330
Vcam1 4827 2422
Vtn -7117 -7433





Here is the session info with all the versions of packages used.

sessionInfo()
## R version 4.0.2 (2020-06-22)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 18.04.4 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.7.1
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.7.1
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] pkgload_1.1.0   GGally_2.0.0    beeswarm_0.2.3  gtools_3.8.2   
##  [5] echarts4r_0.3.2 mitch_1.0.6     gplots_3.0.3    reshape2_1.4.4 
##  [9] forcats_0.5.0   stringr_1.4.0   dplyr_1.0.0     purrr_0.3.4    
## [13] readr_1.3.1     tidyr_1.1.0     tibble_3.0.1    ggplot2_3.3.2  
## [17] tidyverse_1.3.0
## 
## loaded via a namespace (and not attached):
##  [1] nlme_3.1-148       bitops_1.0-6       fs_1.4.2           lubridate_1.7.9   
##  [5] RColorBrewer_1.1-2 httr_1.4.1         rprojroot_1.3-2    tools_4.0.2       
##  [9] backports_1.1.8    R6_2.4.1           KernSmooth_2.23-17 DBI_1.1.0         
## [13] colorspace_1.4-1   withr_2.2.0        tidyselect_1.1.0   gridExtra_2.3     
## [17] compiler_4.0.2     cli_2.0.2          rvest_0.3.5        xml2_1.3.2        
## [21] desc_1.2.0         labeling_0.3       caTools_1.18.0     scales_1.1.1      
## [25] digest_0.6.25      rmarkdown_2.3      pkgconfig_2.0.3    htmltools_0.5.0   
## [29] dbplyr_1.4.4       fastmap_1.0.1      highr_0.8          htmlwidgets_1.5.1 
## [33] rlang_0.4.6        readxl_1.3.1       rstudioapi_0.11    shiny_1.5.0       
## [37] generics_0.0.2     farver_2.0.3       jsonlite_1.7.0     magrittr_1.5      
## [41] Rcpp_1.0.4.6       munsell_0.5.0      fansi_0.4.1        lifecycle_0.2.0   
## [45] stringi_1.4.6      yaml_2.2.1         MASS_7.3-51.6      plyr_1.8.6        
## [49] grid_4.0.2         blob_1.2.1         parallel_4.0.2     gdata_2.18.0      
## [53] promises_1.1.1     crayon_1.3.4       lattice_0.20-41    haven_2.3.1       
## [57] hms_0.5.3          knitr_1.29         pillar_1.4.4       reprex_0.3.0      
## [61] glue_1.4.1         evaluate_0.14      modelr_0.1.8       vctrs_0.3.1       
## [65] httpuv_1.5.4       testthat_2.3.2     cellranger_1.1.0   gtable_0.3.0      
## [69] reshape_0.8.8      assertthat_0.2.1   xfun_0.15          mime_0.9          
## [73] xtable_1.8-4       broom_0.5.6        later_1.1.0.1      pbmcapply_1.5.0   
## [77] ellipsis_0.3.1

END of report