date generated: 2022-09-07

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.

##                      Sed         Ex
## 0610009B22Rik  1.6344600  1.1168615
## 0610009L18Rik  1.0145872  0.2160756
## 0610010K14Rik  0.1633529  0.6692320
## 0610012G03Rik  0.5937955  0.4088542
## 0610030E20Rik -0.7027218  0.2111877
## 0610040J01Rik -0.0895336 -1.4975473
Here are some metrics about the input data profile:
Profile metrics
Profile metrics
num_genes_in_profile 9258
duplicated_genes_present 0
num_profile_genes_in_sets 2754
num_profile_genes_not_in_sets 6504
profile_pearson_correl -0.04768
profile_spearman_correl -0.029

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: https://ziemann-lab.net/public/msigdb_mouse/reactome.v5.2.symbols_mouse.gmt
Gene sets metrics
Gene sets metrics
num_genesets 674
num_genesets_excluded 217
num_genesets_included 457

Gene sets by quadrant


Number of significant gene sets (FDR<0.05)= 90

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.Sed s.Ex p.Sed p.Ex
REACTOME MITOCHONDRIAL FATTY ACID BETA OXIDATION 13 1.93e-06 6.79e-05 0.833 0.5210 -0.65000 1.15e-03 4.94e-05
REACTOME FORMATION OF ATP BY CHEMIOSMOTIC COUPLING 12 5.89e-06 1.80e-04 0.819 0.8180 -0.04000 9.26e-07 8.11e-01
REACTOME CITRIC ACID CYCLE TCA CYCLE 19 3.08e-06 1.01e-04 0.677 0.5580 -0.38200 2.52e-05 3.96e-03
REACTOME REGULATION OF PYRUVATE DEHYDROGENASE PDH COMPLEX 11 7.02e-04 7.29e-03 0.672 0.5810 -0.33700 8.42e-04 5.33e-02
REACTOME COMPLEMENT CASCADE 10 1.65e-03 1.37e-02 0.662 -0.5820 0.31500 1.45e-03 8.45e-02
REACTOME PYRUVATE METABOLISM 16 4.69e-05 1.13e-03 0.651 0.6020 -0.24800 3.05e-05 8.62e-02
REACTOME RESPIRATORY ELECTRON TRANSPORT ATP SYNTHESIS BY CHEMIOSMOTIC COUPLING AND HEAT PRODUCTION BY UNCOUPLING PROTEINS 73 3.19e-20 7.28e-18 0.642 0.6410 -0.03740 2.75e-21 5.82e-01
REACTOME RESPIRATORY ELECTRON TRANSPORT 59 3.42e-16 5.21e-14 0.636 0.6350 -0.04540 3.40e-17 5.47e-01
REACTOME TCA CYCLE AND RESPIRATORY ELECTRON TRANSPORT 107 9.80e-26 4.48e-23 0.604 0.5910 -0.12700 5.08e-26 2.38e-02
REACTOME N GLYCAN TRIMMING IN THE ER AND CALNEXIN CALRETICULIN CYCLE 13 1.20e-03 1.08e-02 0.594 -0.5300 0.26900 9.45e-04 9.30e-02
REACTOME PEPTIDE CHAIN ELONGATION 66 2.95e-15 3.37e-13 0.589 -0.5280 0.26000 1.19e-13 2.61e-04
REACTOME PYRUVATE METABOLISM AND CITRIC ACID TCA CYCLE 38 4.73e-09 1.97e-07 0.588 0.4980 -0.31200 1.08e-07 8.73e-04
REACTOME G PROTEIN ACTIVATION 10 9.02e-03 4.58e-02 0.553 -0.4700 -0.29200 1.01e-02 1.10e-01
REACTOME GLYCOGEN BREAKDOWN GLYCOGENOLYSIS 11 6.16e-03 3.52e-02 0.552 0.1360 0.53400 4.34e-01 2.15e-03
REACTOME G BETA GAMMA SIGNALLING THROUGH PI3KGAMMA 11 6.66e-03 3.76e-02 0.544 -0.3390 -0.42500 5.18e-02 1.47e-02
REACTOME CALNEXIN CALRETICULIN CYCLE 11 8.86e-03 4.55e-02 0.540 -0.5170 0.15600 3.02e-03 3.71e-01
REACTOME METABOLISM OF POLYAMINES 12 4.65e-03 2.91e-02 0.539 0.4600 0.28100 5.76e-03 9.20e-02
REACTOME HORMONE SENSITIVE LIPASE HSL MEDIATED TRIACYLGLYCEROL HYDROLYSIS 11 7.42e-03 4.01e-02 0.538 -0.4170 -0.33900 1.66e-02 5.15e-02
REACTOME ADP SIGNALLING THROUGH P2RY1 11 7.49e-03 4.01e-02 0.537 -0.3390 -0.41600 5.15e-02 1.68e-02
REACTOME NCAM1 INTERACTIONS 15 2.03e-03 1.60e-02 0.530 -0.1970 0.49300 1.87e-01 9.61e-04
REACTOME INTERFERON GAMMA SIGNALING 24 9.70e-05 1.93e-03 0.514 -0.3500 0.37700 2.98e-03 1.41e-03
REACTOME MITOCHONDRIAL TRNA AMINOACYLATION 20 5.48e-04 6.23e-03 0.499 0.0595 0.49500 6.45e-01 1.27e-04
REACTOME SRP DEPENDENT COTRANSLATIONAL PROTEIN TARGETING TO MEMBRANE 88 1.84e-14 1.68e-12 0.497 -0.4310 0.24800 3.12e-12 5.90e-05
REACTOME TRAFFICKING OF AMPA RECEPTORS 16 2.65e-03 1.92e-02 0.497 0.0285 0.49600 8.43e-01 5.99e-04
REACTOME G PROTEIN BETA GAMMA SIGNALLING 12 1.39e-02 6.44e-02 0.481 -0.2760 -0.39300 9.74e-02 1.83e-02
REACTOME ANTIGEN ACTIVATES B CELL RECEPTOR LEADING TO GENERATION OF SECOND MESSENGERS 16 3.92e-03 2.52e-02 0.474 -0.3990 -0.25700 5.79e-03 7.49e-02
REACTOME FORMATION OF THE TERNARY COMPLEX AND SUBSEQUENTLY THE 43S COMPLEX 41 1.60e-06 6.10e-05 0.472 -0.4280 0.19700 2.11e-06 2.90e-02
REACTOME INFLUENZA VIRAL RNA TRANSCRIPTION AND REPLICATION 82 4.68e-12 3.56e-10 0.467 -0.4280 0.18600 2.20e-11 3.67e-03
REACTOME INHIBITION OF INSULIN SECRETION BY ADRENALINE NORADRENALINE 10 3.65e-02 1.28e-01 0.463 -0.3750 -0.27300 4.03e-02 1.35e-01
REACTOME NONSENSE MEDIATED DECAY ENHANCED BY THE EXON JUNCTION COMPLEX 84 1.60e-11 1.05e-09 0.451 -0.4070 0.19400 1.28e-10 2.13e-03
REACTOME SIGNAL AMPLIFICATION 14 1.26e-02 6.06e-02 0.450 -0.3480 -0.28600 2.43e-02 6.44e-02
REACTOME TCR SIGNALING 28 2.32e-04 3.53e-03 0.443 -0.4260 -0.12400 9.78e-05 2.56e-01
REACTOME STRIATED MUSCLE CONTRACTION 22 2.17e-03 1.65e-02 0.438 0.3510 -0.26200 4.42e-03 3.38e-02
REACTOME BRANCHED CHAIN AMINO ACID CATABOLISM 16 1.23e-02 5.96e-02 0.435 0.3120 -0.30200 3.06e-02 3.63e-02
REACTOME ANTIGEN PRESENTATION FOLDING ASSEMBLY AND PEPTIDE LOADING OF CLASS I MHC 14 2.23e-02 9.19e-02 0.424 -0.4190 -0.06370 6.65e-03 6.80e-01
REACTOME 3 UTR MEDIATED TRANSLATIONAL REGULATION 85 2.47e-10 1.13e-08 0.423 -0.3810 0.18300 1.37e-09 3.58e-03
REACTOME RESOLUTION OF AP SITES VIA THE MULTIPLE NUCLEOTIDE PATCH REPLACEMENT PATHWAY 10 8.22e-02 2.13e-01 0.414 -0.3410 0.23500 6.21e-02 1.99e-01
REACTOME GLUTATHIONE CONJUGATION 12 5.64e-02 1.82e-01 0.405 0.3570 -0.19000 3.21e-02 2.56e-01
REACTOME VOLTAGE GATED POTASSIUM CHANNELS 10 1.00e-01 2.41e-01 0.394 0.3890 -0.05750 3.31e-02 7.53e-01
REACTOME PRE NOTCH TRANSCRIPTION AND TRANSLATION 18 1.44e-02 6.57e-02 0.392 -0.3590 -0.15800 8.33e-03 2.47e-01
REACTOME INFLUENZA LIFE CYCLE 113 2.35e-11 1.34e-09 0.387 -0.3310 0.20100 1.39e-09 2.43e-04
REACTOME BASE EXCISION REPAIR 12 7.75e-02 2.10e-01 0.381 -0.3460 0.15900 3.78e-02 3.39e-01
REACTOME ACTIVATED AMPK STIMULATES FATTY ACID OXIDATION IN MUSCLE 18 2.35e-02 9.33e-02 0.378 0.3140 -0.21100 2.12e-02 1.22e-01
REACTOME TRAF6 MEDIATED NFKB ACTIVATION 13 5.74e-02 1.82e-01 0.378 -0.3150 -0.20900 4.94e-02 1.92e-01
REACTOME FORMATION OF TUBULIN FOLDING INTERMEDIATES BY CCT TRIC 13 7.02e-02 2.01e-01 0.374 -0.2270 0.29800 1.57e-01 6.29e-02
REACTOME RAP1 SIGNALLING 12 8.29e-02 2.13e-01 0.372 -0.3720 -0.00799 2.58e-02 9.62e-01
REACTOME MITOCHONDRIAL PROTEIN IMPORT 42 2.29e-04 3.53e-03 0.370 0.3260 -0.17500 2.64e-04 4.96e-02
REACTOME REGULATION OF ORNITHINE DECARBOXYLASE ODC 43 1.26e-04 2.22e-03 0.368 0.2770 0.24200 1.66e-03 6.02e-03
REACTOME INTEGRIN ALPHAIIB BETA3 SIGNALING 17 2.88e-02 1.08e-01 0.368 -0.2970 -0.21700 3.40e-02 1.21e-01
REACTOME THROMBOXANE SIGNALLING THROUGH TP RECEPTOR 10 1.30e-01 2.91e-01 0.364 -0.2060 -0.30000 2.61e-01 1.00e-01


Results (complete table)


Click HERE to show results for all gene sets

Complete results
set setSize pMANOVA p.adjustMANOVA s.dist s.Sed s.Ex p.Sed p.Ex
REACTOME MITOCHONDRIAL FATTY ACID BETA OXIDATION 13 1.93e-06 6.79e-05 0.83300 0.52100 -0.65000 1.15e-03 4.94e-05
REACTOME FORMATION OF ATP BY CHEMIOSMOTIC COUPLING 12 5.89e-06 1.80e-04 0.81900 0.81800 -0.04000 9.26e-07 8.11e-01
REACTOME CITRIC ACID CYCLE TCA CYCLE 19 3.08e-06 1.01e-04 0.67700 0.55800 -0.38200 2.52e-05 3.96e-03
REACTOME REGULATION OF PYRUVATE DEHYDROGENASE PDH COMPLEX 11 7.02e-04 7.29e-03 0.67200 0.58100 -0.33700 8.42e-04 5.33e-02
REACTOME COMPLEMENT CASCADE 10 1.65e-03 1.37e-02 0.66200 -0.58200 0.31500 1.45e-03 8.45e-02
REACTOME PYRUVATE METABOLISM 16 4.69e-05 1.13e-03 0.65100 0.60200 -0.24800 3.05e-05 8.62e-02
REACTOME RESPIRATORY ELECTRON TRANSPORT ATP SYNTHESIS BY CHEMIOSMOTIC COUPLING AND HEAT PRODUCTION BY UNCOUPLING PROTEINS 73 3.19e-20 7.28e-18 0.64200 0.64100 -0.03740 2.75e-21 5.82e-01
REACTOME RESPIRATORY ELECTRON TRANSPORT 59 3.42e-16 5.21e-14 0.63600 0.63500 -0.04540 3.40e-17 5.47e-01
REACTOME TCA CYCLE AND RESPIRATORY ELECTRON TRANSPORT 107 9.80e-26 4.48e-23 0.60400 0.59100 -0.12700 5.08e-26 2.38e-02
REACTOME N GLYCAN TRIMMING IN THE ER AND CALNEXIN CALRETICULIN CYCLE 13 1.20e-03 1.08e-02 0.59400 -0.53000 0.26900 9.45e-04 9.30e-02
REACTOME PEPTIDE CHAIN ELONGATION 66 2.95e-15 3.37e-13 0.58900 -0.52800 0.26000 1.19e-13 2.61e-04
REACTOME PYRUVATE METABOLISM AND CITRIC ACID TCA CYCLE 38 4.73e-09 1.97e-07 0.58800 0.49800 -0.31200 1.08e-07 8.73e-04
REACTOME G PROTEIN ACTIVATION 10 9.02e-03 4.58e-02 0.55300 -0.47000 -0.29200 1.01e-02 1.10e-01
REACTOME GLYCOGEN BREAKDOWN GLYCOGENOLYSIS 11 6.16e-03 3.52e-02 0.55200 0.13600 0.53400 4.34e-01 2.15e-03
REACTOME G BETA GAMMA SIGNALLING THROUGH PI3KGAMMA 11 6.66e-03 3.76e-02 0.54400 -0.33900 -0.42500 5.18e-02 1.47e-02
REACTOME CALNEXIN CALRETICULIN CYCLE 11 8.86e-03 4.55e-02 0.54000 -0.51700 0.15600 3.02e-03 3.71e-01
REACTOME METABOLISM OF POLYAMINES 12 4.65e-03 2.91e-02 0.53900 0.46000 0.28100 5.76e-03 9.20e-02
REACTOME HORMONE SENSITIVE LIPASE HSL MEDIATED TRIACYLGLYCEROL HYDROLYSIS 11 7.42e-03 4.01e-02 0.53800 -0.41700 -0.33900 1.66e-02 5.15e-02
REACTOME ADP SIGNALLING THROUGH P2RY1 11 7.49e-03 4.01e-02 0.53700 -0.33900 -0.41600 5.15e-02 1.68e-02
REACTOME NCAM1 INTERACTIONS 15 2.03e-03 1.60e-02 0.53000 -0.19700 0.49300 1.87e-01 9.61e-04
REACTOME INTERFERON GAMMA SIGNALING 24 9.70e-05 1.93e-03 0.51400 -0.35000 0.37700 2.98e-03 1.41e-03
REACTOME MITOCHONDRIAL TRNA AMINOACYLATION 20 5.48e-04 6.23e-03 0.49900 0.05950 0.49500 6.45e-01 1.27e-04
REACTOME SRP DEPENDENT COTRANSLATIONAL PROTEIN TARGETING TO MEMBRANE 88 1.84e-14 1.68e-12 0.49700 -0.43100 0.24800 3.12e-12 5.90e-05
REACTOME TRAFFICKING OF AMPA RECEPTORS 16 2.65e-03 1.92e-02 0.49700 0.02850 0.49600 8.43e-01 5.99e-04
REACTOME G PROTEIN BETA GAMMA SIGNALLING 12 1.39e-02 6.44e-02 0.48100 -0.27600 -0.39300 9.74e-02 1.83e-02
REACTOME ANTIGEN ACTIVATES B CELL RECEPTOR LEADING TO GENERATION OF SECOND MESSENGERS 16 3.92e-03 2.52e-02 0.47400 -0.39900 -0.25700 5.79e-03 7.49e-02
REACTOME FORMATION OF THE TERNARY COMPLEX AND SUBSEQUENTLY THE 43S COMPLEX 41 1.60e-06 6.10e-05 0.47200 -0.42800 0.19700 2.11e-06 2.90e-02
REACTOME INFLUENZA VIRAL RNA TRANSCRIPTION AND REPLICATION 82 4.68e-12 3.56e-10 0.46700 -0.42800 0.18600 2.20e-11 3.67e-03
REACTOME INHIBITION OF INSULIN SECRETION BY ADRENALINE NORADRENALINE 10 3.65e-02 1.28e-01 0.46300 -0.37500 -0.27300 4.03e-02 1.35e-01
REACTOME NONSENSE MEDIATED DECAY ENHANCED BY THE EXON JUNCTION COMPLEX 84 1.60e-11 1.05e-09 0.45100 -0.40700 0.19400 1.28e-10 2.13e-03
REACTOME SIGNAL AMPLIFICATION 14 1.26e-02 6.06e-02 0.45000 -0.34800 -0.28600 2.43e-02 6.44e-02
REACTOME TCR SIGNALING 28 2.32e-04 3.53e-03 0.44300 -0.42600 -0.12400 9.78e-05 2.56e-01
REACTOME STRIATED MUSCLE CONTRACTION 22 2.17e-03 1.65e-02 0.43800 0.35100 -0.26200 4.42e-03 3.38e-02
REACTOME BRANCHED CHAIN AMINO ACID CATABOLISM 16 1.23e-02 5.96e-02 0.43500 0.31200 -0.30200 3.06e-02 3.63e-02
REACTOME ANTIGEN PRESENTATION FOLDING ASSEMBLY AND PEPTIDE LOADING OF CLASS I MHC 14 2.23e-02 9.19e-02 0.42400 -0.41900 -0.06370 6.65e-03 6.80e-01
REACTOME 3 UTR MEDIATED TRANSLATIONAL REGULATION 85 2.47e-10 1.13e-08 0.42300 -0.38100 0.18300 1.37e-09 3.58e-03
REACTOME RESOLUTION OF AP SITES VIA THE MULTIPLE NUCLEOTIDE PATCH REPLACEMENT PATHWAY 10 8.22e-02 2.13e-01 0.41400 -0.34100 0.23500 6.21e-02 1.99e-01
REACTOME GLUTATHIONE CONJUGATION 12 5.64e-02 1.82e-01 0.40500 0.35700 -0.19000 3.21e-02 2.56e-01
REACTOME VOLTAGE GATED POTASSIUM CHANNELS 10 1.00e-01 2.41e-01 0.39400 0.38900 -0.05750 3.31e-02 7.53e-01
REACTOME PRE NOTCH TRANSCRIPTION AND TRANSLATION 18 1.44e-02 6.57e-02 0.39200 -0.35900 -0.15800 8.33e-03 2.47e-01
REACTOME INFLUENZA LIFE CYCLE 113 2.35e-11 1.34e-09 0.38700 -0.33100 0.20100 1.39e-09 2.43e-04
REACTOME BASE EXCISION REPAIR 12 7.75e-02 2.10e-01 0.38100 -0.34600 0.15900 3.78e-02 3.39e-01
REACTOME ACTIVATED AMPK STIMULATES FATTY ACID OXIDATION IN MUSCLE 18 2.35e-02 9.33e-02 0.37800 0.31400 -0.21100 2.12e-02 1.22e-01
REACTOME TRAF6 MEDIATED NFKB ACTIVATION 13 5.74e-02 1.82e-01 0.37800 -0.31500 -0.20900 4.94e-02 1.92e-01
REACTOME FORMATION OF TUBULIN FOLDING INTERMEDIATES BY CCT TRIC 13 7.02e-02 2.01e-01 0.37400 -0.22700 0.29800 1.57e-01 6.29e-02
REACTOME RAP1 SIGNALLING 12 8.29e-02 2.13e-01 0.37200 -0.37200 -0.00799 2.58e-02 9.62e-01
REACTOME MITOCHONDRIAL PROTEIN IMPORT 42 2.29e-04 3.53e-03 0.37000 0.32600 -0.17500 2.64e-04 4.96e-02
REACTOME REGULATION OF ORNITHINE DECARBOXYLASE ODC 43 1.26e-04 2.22e-03 0.36800 0.27700 0.24200 1.66e-03 6.02e-03
REACTOME INTEGRIN ALPHAIIB BETA3 SIGNALING 17 2.88e-02 1.08e-01 0.36800 -0.29700 -0.21700 3.40e-02 1.21e-01
REACTOME THROMBOXANE SIGNALLING THROUGH TP RECEPTOR 10 1.30e-01 2.91e-01 0.36400 -0.20600 -0.30000 2.61e-01 1.00e-01
REACTOME REGULATION OF INSULIN SECRETION BY GLUCAGON LIKE PEPTIDE1 19 2.08e-02 8.74e-02 0.36400 -0.28200 -0.22900 3.32e-02 8.41e-02
REACTOME ACTIVATION OF THE MRNA UPON BINDING OF THE CAP BINDING COMPLEX AND EIFS AND SUBSEQUENT BINDING TO 43S 48 1.05e-04 2.00e-03 0.36200 -0.32000 0.16800 1.27e-04 4.38e-02
REACTOME GLYCOSPHINGOLIPID METABOLISM 19 2.30e-02 9.31e-02 0.36000 -0.32400 -0.15700 1.46e-02 2.35e-01
REACTOME EFFECTS OF PIP2 HYDROLYSIS 13 8.04e-02 2.13e-01 0.35800 -0.35500 -0.04860 2.68e-02 7.62e-01
REACTOME TRANSLATION 123 1.27e-10 6.45e-09 0.35800 -0.30800 0.18200 4.00e-09 5.16e-04
REACTOME TRNA AMINOACYLATION 39 5.58e-04 6.23e-03 0.35600 0.08750 0.34500 3.45e-01 1.96e-04
REACTOME APC CDC20 MEDIATED DEGRADATION OF NEK2A 17 3.83e-02 1.33e-01 0.35600 0.07810 0.34700 5.77e-01 1.33e-02
REACTOME CDK MEDIATED PHOSPHORYLATION AND REMOVAL OF CDC6 40 4.79e-04 6.08e-03 0.35200 0.23000 0.26700 1.19e-02 3.52e-03
REACTOME THROMBIN SIGNALLING THROUGH PROTEINASE ACTIVATED RECEPTORS PARS 15 5.77e-02 1.82e-01 0.35200 -0.15900 -0.31400 2.87e-01 3.52e-02
REACTOME SYNTHESIS OF PA 10 1.66e-01 3.41e-01 0.35100 0.28900 -0.20000 1.14e-01 2.74e-01
REACTOME DOWNSTREAM TCR SIGNALING 20 2.34e-02 9.33e-02 0.35100 -0.33100 -0.11700 1.05e-02 3.64e-01
REACTOME PLATELET AGGREGATION PLUG FORMATION 18 3.37e-02 1.24e-01 0.34900 -0.25800 -0.23500 5.78e-02 8.43e-02
REACTOME SCFSKP2 MEDIATED DEGRADATION OF P27 P21 43 3.38e-04 4.68e-03 0.34800 0.23800 0.25300 6.90e-03 4.15e-03
REACTOME GLUCONEOGENESIS 18 3.62e-02 1.28e-01 0.34700 0.31600 0.14300 2.03e-02 2.94e-01
REACTOME TAK1 ACTIVATES NFKB BY PHOSPHORYLATION AND ACTIVATION OF IKKS COMPLEX 16 5.42e-02 1.78e-01 0.34700 -0.34100 -0.06480 1.83e-02 6.54e-01
REACTOME P53 DEPENDENT G1 DNA DAMAGE RESPONSE 46 2.11e-04 3.44e-03 0.34600 0.22300 0.26500 9.02e-03 1.92e-03
REACTOME VIF MEDIATED DEGRADATION OF APOBEC3G 42 5.37e-04 6.23e-03 0.34100 0.24300 0.24000 6.53e-03 7.22e-03
REACTOME APC C CDC20 MEDIATED DEGRADATION OF CYCLIN B 16 6.08e-02 1.87e-01 0.34000 0.05650 0.33500 6.96e-01 2.02e-02
REACTOME DESTABILIZATION OF MRNA BY BRF1 15 7.10e-02 2.02e-01 0.33900 -0.30500 -0.14800 4.10e-02 3.20e-01
REACTOME TELOMERE MAINTENANCE 20 3.50e-02 1.28e-01 0.33800 -0.30900 0.13800 1.69e-02 2.86e-01
REACTOME PHASE II CONJUGATION 24 1.88e-02 8.01e-02 0.33700 0.25700 -0.21800 2.93e-02 6.41e-02
REACTOME SCF BETA TRCP MEDIATED DEGRADATION OF EMI1 42 6.68e-04 7.10e-03 0.33600 0.22600 0.24900 1.14e-02 5.24e-03
REACTOME INTERFERON ALPHA BETA SIGNALING 17 6.11e-02 1.87e-01 0.33400 -0.31300 0.11700 2.53e-02 4.05e-01
REACTOME LAGGING STRAND SYNTHESIS 10 1.99e-01 3.89e-01 0.33300 -0.27700 0.18400 1.29e-01 3.14e-01
REACTOME AUTODEGRADATION OF THE E3 UBIQUITIN LIGASE COP1 42 8.42e-04 8.01e-03 0.33100 0.19900 0.26500 2.57e-02 3.04e-03
REACTOME P53 INDEPENDENT G1 S DNA DAMAGE CHECKPOINT 42 9.15e-04 8.54e-03 0.32900 0.20900 0.25400 1.90e-02 4.45e-03
REACTOME LIPID DIGESTION MOBILIZATION AND TRANSPORT 22 2.81e-02 1.07e-01 0.32700 -0.31400 -0.09040 1.08e-02 4.63e-01
REACTOME SIGNALING BY NODAL 11 1.89e-01 3.74e-01 0.32100 0.12500 -0.29600 4.74e-01 8.93e-02
REACTOME POTASSIUM CHANNELS 21 4.25e-02 1.45e-01 0.32100 0.28300 -0.15100 2.49e-02 2.31e-01
REACTOME CLASS B 2 SECRETIN FAMILY RECEPTORS 21 3.88e-02 1.33e-01 0.32000 -0.03180 -0.31900 8.01e-01 1.15e-02
REACTOME SMOOTH MUSCLE CONTRACTION 18 6.11e-02 1.87e-01 0.31900 -0.09460 -0.30500 4.87e-01 2.52e-02
REACTOME MUSCLE CONTRACTION 36 4.86e-03 3.00e-02 0.31900 0.17000 -0.27000 7.83e-02 5.15e-03
REACTOME TRANSPORT OF GLUCOSE AND OTHER SUGARS BILE SALTS AND ORGANIC ACIDS METAL IONS AND AMINE COMPOUNDS 24 2.82e-02 1.07e-01 0.31900 0.29100 -0.13000 1.38e-02 2.69e-01
REACTOME CD28 DEPENDENT PI3K AKT SIGNALING 15 9.95e-02 2.41e-01 0.31800 -0.10200 -0.30100 4.93e-01 4.39e-02
REACTOME CDT1 ASSOCIATION WITH THE CDC6 ORC ORIGIN COMPLEX 45 9.75e-04 8.91e-03 0.31700 0.19500 0.25000 2.39e-02 3.81e-03
REACTOME DOWNREGULATION OF SMAD2 3 SMAD4 TRANSCRIPTIONAL ACTIVITY 18 7.37e-02 2.04e-01 0.31500 0.27500 -0.15400 4.36e-02 2.60e-01
REACTOME DESTABILIZATION OF MRNA BY KSRP 13 1.44e-01 3.11e-01 0.31300 -0.30300 -0.07730 5.83e-02 6.29e-01
REACTOME AQUAPORIN MEDIATED TRANSPORT 22 3.83e-02 1.33e-01 0.31000 -0.19100 -0.24500 1.22e-01 4.71e-02
REACTOME DESTABILIZATION OF MRNA BY AUF1 HNRNP D0 45 1.34e-03 1.13e-02 0.30900 0.24600 0.18800 4.35e-03 2.97e-02
REACTOME AUTODEGRADATION OF CDH1 BY CDH1 APC C 53 4.51e-04 5.88e-03 0.30800 0.16500 0.26000 3.83e-02 1.07e-03
REACTOME CROSS PRESENTATION OF SOLUBLE EXOGENOUS ANTIGENS ENDOSOMES 40 2.97e-03 2.02e-02 0.30800 0.20000 0.23400 2.87e-02 1.07e-02
REACTOME APC C CDC20 MEDIATED DEGRADATION OF MITOTIC PROTEINS 56 3.20e-04 4.56e-03 0.30600 0.17000 0.25500 2.80e-02 1.00e-03
REACTOME LYSOSOME VESICLE BIOGENESIS 17 9.27e-02 2.33e-01 0.30400 -0.30200 -0.04070 3.13e-02 7.72e-01
REACTOME GLUCOSE METABOLISM 43 2.24e-03 1.65e-02 0.30400 0.23200 0.19600 8.65e-03 2.60e-02
REACTOME PLATELET HOMEOSTASIS 32 1.20e-02 5.89e-02 0.30300 -0.03870 -0.30000 7.05e-01 3.30e-03
REACTOME EGFR DOWNREGULATION 23 4.70e-02 1.57e-01 0.30200 -0.19400 0.23200 1.08e-01 5.44e-02
REACTOME DNA STRAND ELONGATION 14 1.58e-01 3.31e-01 0.30100 -0.23000 0.19300 1.36e-01 2.10e-01
REACTOME PREFOLDIN MEDIATED TRANSFER OF SUBSTRATE TO CCT TRIC 19 7.68e-02 2.10e-01 0.30000 -0.00350 0.30000 9.79e-01 2.35e-02
REACTOME GLUCOSE TRANSPORT 29 1.81e-02 7.78e-02 0.30000 0.16500 0.25100 1.24e-01 1.96e-02
REACTOME SYNTHESIS AND INTERCONVERSION OF NUCLEOTIDE DI AND TRIPHOSPHATES 13 1.81e-01 3.64e-01 0.30000 -0.16100 0.25300 3.14e-01 1.14e-01
REACTOME REGULATION OF MITOTIC CELL CYCLE 60 2.71e-04 3.99e-03 0.29900 0.17200 0.24500 2.16e-02 1.07e-03
REACTOME CONVERSION FROM APC C CDC20 TO APC C CDH1 IN LATE ANAPHASE 15 1.35e-01 2.97e-01 0.29800 -0.00112 0.29800 9.94e-01 4.55e-02
REACTOME ACTIVATION OF KAINATE RECEPTORS UPON GLUTAMATE BINDING 10 2.58e-01 4.55e-01 0.29700 -0.14900 -0.25600 4.13e-01 1.60e-01
REACTOME APC C CDH1 MEDIATED DEGRADATION OF CDC20 AND OTHER APC C CDH1 TARGETED PROTEINS IN LATE MITOSIS EARLY G1 56 5.18e-04 6.23e-03 0.29700 0.17400 0.24100 2.50e-02 1.86e-03
REACTOME ORC1 REMOVAL FROM CHROMATIN 49 1.34e-03 1.13e-02 0.29700 0.16800 0.24400 4.20e-02 3.12e-03
REACTOME NRIF SIGNALS CELL DEATH FROM THE NUCLEUS 11 2.28e-01 4.21e-01 0.29600 0.13000 0.26600 4.57e-01 1.26e-01
REACTOME OXYGEN DEPENDENT PROLINE HYDROXYLATION OF HYPOXIA INDUCIBLE FACTOR ALPHA 13 1.82e-01 3.64e-01 0.29200 0.26000 0.13400 1.05e-01 4.02e-01
REACTOME ION CHANNEL TRANSPORT 18 9.66e-02 2.39e-01 0.29200 -0.07060 -0.28400 6.04e-01 3.72e-02
REACTOME PLATELET SENSITIZATION BY LDL 11 2.35e-01 4.30e-01 0.29200 -0.16300 -0.24300 3.51e-01 1.63e-01
REACTOME GLYCEROPHOSPHOLIPID BIOSYNTHESIS 42 5.33e-03 3.17e-02 0.29200 0.13900 -0.25700 1.20e-01 3.96e-03
REACTOME BIOSYNTHESIS OF THE N GLYCAN PRECURSOR DOLICHOL LIPID LINKED OLIGOSACCHARIDE LLO AND TRANSFER TO A NASCENT PROTEIN 22 6.45e-02 1.93e-01 0.29200 -0.11400 0.26800 3.55e-01 2.95e-02
REACTOME REGULATION OF APOPTOSIS 48 1.91e-03 1.53e-02 0.29100 0.17200 0.23500 3.99e-02 4.82e-03
REACTOME MRNA SPLICING MINOR PATHWAY 39 7.65e-03 4.01e-02 0.29100 -0.28000 0.07880 2.47e-03 3.95e-01
REACTOME REGULATION OF WATER BALANCE BY RENAL AQUAPORINS 21 6.74e-02 1.96e-01 0.28900 -0.16500 -0.23700 1.92e-01 5.99e-02
REACTOME MHC CLASS II ANTIGEN PRESENTATION 60 7.35e-04 7.46e-03 0.28800 -0.22200 0.18400 3.03e-03 1.39e-02
REACTOME PEROXISOMAL LIPID METABOLISM 16 1.33e-01 2.94e-01 0.28600 -0.14000 -0.25000 3.31e-01 8.41e-02
REACTOME TGF BETA RECEPTOR SIGNALING ACTIVATES SMADS 24 5.10e-02 1.69e-01 0.28500 0.26300 0.11000 2.59e-02 3.53e-01
REACTOME CYTOSOLIC TRNA AMINOACYLATION 22 6.64e-02 1.95e-01 0.28400 0.12600 0.25400 3.06e-01 3.93e-02
REACTOME CELL CYCLE CHECKPOINTS 78 7.22e-05 1.57e-03 0.28300 0.11600 0.25800 7.65e-02 8.21e-05
REACTOME EXTRACELLULAR MATRIX ORGANIZATION 31 2.69e-02 1.04e-01 0.28300 -0.18700 0.21300 7.21e-02 4.03e-02
REACTOME REGULATION OF KIT SIGNALING 10 3.06e-01 4.94e-01 0.28300 -0.27300 0.07670 1.35e-01 6.75e-01
REACTOME DOWNREGULATION OF TGF BETA RECEPTOR SIGNALING 21 7.79e-02 2.10e-01 0.28300 0.27000 0.08480 3.26e-02 5.02e-01
REACTOME POST CHAPERONIN TUBULIN FOLDING PATHWAY 11 2.78e-01 4.69e-01 0.28200 -0.13300 0.24800 4.44e-01 1.54e-01
REACTOME CYCLIN E ASSOCIATED EVENTS DURING G1 S TRANSITION 50 2.24e-03 1.65e-02 0.28200 0.21200 0.18600 9.66e-03 2.33e-02
REACTOME TRANSPORT OF RIBONUCLEOPROTEINS INTO THE HOST NUCLEUS 24 5.84e-02 1.83e-01 0.28200 -0.01600 0.28100 8.92e-01 1.72e-02
REACTOME P75NTR SIGNALS VIA NFKB 10 3.11e-01 4.98e-01 0.28100 -0.27500 0.05860 1.33e-01 7.48e-01
REACTOME INHIBITION OF THE PROTEOLYTIC ACTIVITY OF APC C REQUIRED FOR THE ONSET OF ANAPHASE BY MITOTIC SPINDLE CHECKPOINT COMPONENTS 15 1.72e-01 3.51e-01 0.27900 0.03510 0.27700 8.14e-01 6.38e-02
REACTOME G ALPHA Q SIGNALLING EVENTS 41 7.55e-03 4.01e-02 0.27900 -0.15100 -0.23400 9.45e-02 9.56e-03
REACTOME REGULATION OF GLUCOKINASE BY GLUCOKINASE REGULATORY PROTEIN 23 7.21e-02 2.02e-01 0.27500 0.03140 0.27400 7.94e-01 2.32e-02
REACTOME GOLGI ASSOCIATED VESICLE BIOGENESIS 44 7.72e-03 4.01e-02 0.27500 -0.24900 0.11600 4.25e-03 1.84e-01
REACTOME GLYCOLYSIS 19 1.11e-01 2.59e-01 0.27500 0.12700 0.24400 3.37e-01 6.62e-02
REACTOME GPCR LIGAND BINDING 40 1.07e-02 5.37e-02 0.27500 -0.03070 -0.27300 7.37e-01 2.85e-03
REACTOME MAPK TARGETS NUCLEAR EVENTS MEDIATED BY MAP KINASES 24 7.16e-02 2.02e-01 0.27400 0.23600 -0.14000 4.56e-02 2.35e-01
REACTOME CHOLESTEROL BIOSYNTHESIS 12 2.79e-01 4.69e-01 0.27000 -0.24000 0.12300 1.50e-01 4.62e-01
REACTOME ION TRANSPORT BY P TYPE ATPASES 17 1.53e-01 3.24e-01 0.26900 -0.07680 -0.25800 5.84e-01 6.55e-02
REACTOME MRNA SPLICING 100 2.50e-05 6.35e-04 0.26800 -0.26400 0.04630 5.23e-06 4.26e-01
REACTOME REGULATION OF AMPK ACTIVITY VIA LKB1 14 2.17e-01 4.09e-01 0.26800 0.25500 0.08240 9.90e-02 5.94e-01
REACTOME METAL ION SLC TRANSPORTERS 12 2.75e-01 4.69e-01 0.26700 -0.02520 -0.26600 8.80e-01 1.11e-01
REACTOME THE ROLE OF NEF IN HIV1 REPLICATION AND DISEASE PATHOGENESIS 17 1.67e-01 3.42e-01 0.26700 -0.25700 0.07200 6.65e-02 6.07e-01
REACTOME LOSS OF NLP FROM MITOTIC CENTROSOMES 38 1.70e-02 7.56e-02 0.26700 0.03440 0.26500 7.14e-01 4.82e-03
REACTOME ASSEMBLY OF THE PRE REPLICATIVE COMPLEX 48 5.60e-03 3.28e-02 0.26500 0.15100 0.21800 7.15e-02 8.92e-03
REACTOME COSTIMULATION BY THE CD28 FAMILY 34 2.60e-02 1.03e-01 0.26500 -0.24700 -0.09760 1.29e-02 3.25e-01
REACTOME ABORTIVE ELONGATION OF HIV1 TRANSCRIPT IN THE ABSENCE OF TAT 19 1.32e-01 2.94e-01 0.26400 -0.25000 -0.08460 5.90e-02 5.23e-01
REACTOME CHROMOSOME MAINTENANCE 37 2.08e-02 8.74e-02 0.26400 -0.26200 -0.02800 5.83e-03 7.68e-01
REACTOME LIPOPROTEIN METABOLISM 11 3.29e-01 5.17e-01 0.26300 -0.21000 0.15900 2.28e-01 3.62e-01
REACTOME TRANS GOLGI NETWORK VESICLE BUDDING 50 5.92e-03 3.42e-02 0.26300 -0.26000 0.04110 1.49e-03 6.16e-01
REACTOME COLLAGEN FORMATION 26 7.28e-02 2.03e-01 0.26300 -0.18100 0.19100 1.11e-01 9.14e-02
REACTOME EXTENSION OF TELOMERES 15 2.24e-01 4.16e-01 0.26200 -0.21500 0.15000 1.50e-01 3.16e-01
REACTOME MEIOSIS 25 8.17e-02 2.13e-01 0.26100 -0.25000 0.07350 3.05e-02 5.25e-01
REACTOME PHASE1 FUNCTIONALIZATION OF COMPOUNDS 15 2.11e-01 4.03e-01 0.26000 -0.12800 -0.22600 3.91e-01 1.29e-01
REACTOME M G1 TRANSITION 51 5.11e-03 3.11e-02 0.26000 0.14500 0.21500 7.30e-02 7.92e-03
REACTOME PHOSPHORYLATION OF THE APC C 14 2.45e-01 4.38e-01 0.25900 0.00731 0.25800 9.62e-01 9.41e-02
REACTOME SEMA3A PAK DEPENDENT AXON REPULSION 10 3.71e-01 5.53e-01 0.25800 -0.25700 0.02540 1.60e-01 8.89e-01
REACTOME SYNTHESIS OF DNA 61 2.18e-03 1.65e-02 0.25700 0.09400 0.23900 2.05e-01 1.26e-03
REACTOME PKA MEDIATED PHOSPHORYLATION OF CREB 10 3.64e-01 5.49e-01 0.25600 -0.15800 -0.20200 3.88e-01 2.70e-01
REACTOME G ALPHA I SIGNALLING EVENTS 28 6.30e-02 1.90e-01 0.25300 -0.19100 -0.16600 8.02e-02 1.29e-01
REACTOME NUCLEAR RECEPTOR TRANSCRIPTION PATHWAY 27 7.81e-02 2.10e-01 0.25100 0.25100 -0.00148 2.40e-02 9.89e-01
REACTOME VIRAL MESSENGER RNA SYNTHESIS 14 2.70e-01 4.66e-01 0.25100 -0.24600 0.04750 1.11e-01 7.58e-01
REACTOME GLUCAGON SIGNALING IN METABOLIC REGULATION 16 2.12e-01 4.03e-01 0.25100 -0.18100 -0.17400 2.11e-01 2.29e-01
REACTOME CD28 CO STIMULATION 22 1.23e-01 2.79e-01 0.24900 -0.19600 -0.15200 1.11e-01 2.16e-01
REACTOME NEP NS2 INTERACTS WITH THE CELLULAR EXPORT MACHINERY 24 1.11e-01 2.59e-01 0.24800 -0.03200 0.24600 7.86e-01 3.69e-02
REACTOME BIOLOGICAL OXIDATIONS 39 3.06e-02 1.14e-01 0.24700 0.10900 -0.22200 2.38e-01 1.66e-02
REACTOME ELONGATION ARREST AND RECOVERY 24 1.10e-01 2.59e-01 0.24700 -0.24400 -0.03660 3.85e-02 7.57e-01
REACTOME SIGNALING BY FGFR1 FUSION MUTANTS 17 2.23e-01 4.16e-01 0.24500 -0.23500 0.06680 9.31e-02 6.34e-01
REACTOME TRAF6 MEDIATED IRF7 ACTIVATION 12 3.36e-01 5.20e-01 0.24400 -0.09500 -0.22400 5.69e-01 1.78e-01
REACTOME CHONDROITIN SULFATE DERMATAN SULFATE METABOLISM 19 1.76e-01 3.56e-01 0.24400 -0.19400 -0.14700 1.43e-01 2.68e-01
REACTOME ENERGY DEPENDENT REGULATION OF MTOR BY LKB1 AMPK 17 2.19e-01 4.12e-01 0.24300 0.23900 0.04330 8.81e-02 7.58e-01
REACTOME BMAL1 CLOCK NPAS2 ACTIVATES CIRCADIAN EXPRESSION 28 8.81e-02 2.24e-01 0.24300 0.23200 -0.07260 3.40e-02 5.07e-01
REACTOME G2 M CHECKPOINTS 17 2.37e-01 4.30e-01 0.24100 -0.11100 0.21300 4.27e-01 1.28e-01
REACTOME GLOBAL GENOMIC NER GG NER 25 1.21e-01 2.75e-01 0.24000 -0.10600 0.21600 3.59e-01 6.20e-02
REACTOME SIGNALING BY HIPPO 15 2.83e-01 4.72e-01 0.24000 -0.20200 0.13000 1.76e-01 3.84e-01
REACTOME PLC BETA MEDIATED EVENTS 20 1.75e-01 3.56e-01 0.23900 -0.21900 -0.09440 8.99e-02 4.65e-01
REACTOME MEIOTIC SYNAPSIS 16 2.50e-01 4.45e-01 0.23800 -0.22600 -0.07550 1.18e-01 6.01e-01
REACTOME MTORC1 MEDIATED SIGNALLING 11 3.86e-01 5.64e-01 0.23700 0.19400 0.13600 2.65e-01 4.36e-01
REACTOME SYNTHESIS OF SUBSTRATES IN N GLYCAN BIOSYTHESIS 12 3.68e-01 5.51e-01 0.23600 -0.02120 0.23600 8.99e-01 1.58e-01
REACTOME G ALPHA Z SIGNALLING EVENTS 19 2.01e-01 3.92e-01 0.23600 -0.23300 -0.03740 7.86e-02 7.78e-01
REACTOME NEPHRIN INTERACTIONS 15 2.78e-01 4.69e-01 0.23600 -0.21900 -0.08930 1.43e-01 5.49e-01
REACTOME PI 3K CASCADE 34 5.79e-02 1.82e-01 0.23400 -0.12800 -0.19500 1.96e-01 4.91e-02
REACTOME DOUBLE STRAND BREAK REPAIR 12 3.76e-01 5.57e-01 0.23400 -0.00836 0.23300 9.60e-01 1.62e-01
REACTOME RECYCLING PATHWAY OF L1 18 2.38e-01 4.30e-01 0.23400 -0.20900 0.10500 1.26e-01 4.41e-01
REACTOME CIRCADIAN REPRESSION OF EXPRESSION BY REV ERBA 19 2.23e-01 4.16e-01 0.23300 0.16000 -0.16900 2.27e-01 2.02e-01
REACTOME NRAGE SIGNALS DEATH THROUGH JNK 27 1.18e-01 2.70e-01 0.23200 0.09540 -0.21200 3.92e-01 5.68e-02
REACTOME ACTIVATION OF ATR IN RESPONSE TO REPLICATION STRESS 16 2.84e-01 4.72e-01 0.23200 -0.10500 0.20700 4.68e-01 1.52e-01
REACTOME PROCESSING OF CAPPED INTRON CONTAINING PRE MRNA 126 5.55e-05 1.27e-03 0.23100 -0.21700 0.07890 2.69e-05 1.27e-01
REACTOME NUCLEAR EVENTS KINASE AND TRANSCRIPTION FACTOR ACTIVATION 20 2.09e-01 4.03e-01 0.23100 0.21000 -0.09630 1.04e-01 4.56e-01
REACTOME ENOS ACTIVATION AND REGULATION 12 3.82e-01 5.59e-01 0.23000 -0.04950 -0.22500 7.67e-01 1.78e-01
REACTOME HS GAG DEGRADATION 11 4.21e-01 6.01e-01 0.23000 -0.22900 0.01510 1.88e-01 9.31e-01
REACTOME GAB1 SIGNALOSOME 32 7.80e-02 2.10e-01 0.22800 -0.16000 -0.16200 1.17e-01 1.14e-01
REACTOME G0 AND EARLY G1 11 4.22e-01 6.01e-01 0.22700 -0.04550 -0.22300 7.94e-01 2.01e-01
REACTOME GPVI MEDIATED ACTIVATION CASCADE 17 2.81e-01 4.71e-01 0.22600 -0.20200 0.10200 1.50e-01 4.69e-01
REACTOME FORMATION OF INCISION COMPLEX IN GG NER 18 2.54e-01 4.51e-01 0.22500 0.01700 0.22400 9.01e-01 9.98e-02
REACTOME HOST INTERACTIONS OF HIV FACTORS 97 6.59e-04 7.10e-03 0.22500 0.03010 0.22300 6.10e-01 1.59e-04
REACTOME SYNTHESIS OF PIPS AT THE PLASMA MEMBRANE 22 1.85e-01 3.69e-01 0.22300 -0.11200 -0.19300 3.63e-01 1.17e-01
REACTOME RECRUITMENT OF MITOTIC CENTROSOME PROTEINS AND COMPLEXES 43 4.39e-02 1.48e-01 0.22200 -0.03210 0.21900 7.16e-01 1.30e-02
REACTOME CTLA4 INHIBITORY SIGNALING 16 2.98e-01 4.89e-01 0.22100 -0.16400 -0.14900 2.58e-01 3.01e-01
REACTOME INTERFERON SIGNALING 80 3.52e-03 2.33e-02 0.22000 -0.10100 0.19600 1.20e-01 2.49e-03
REACTOME FATTY ACID TRIACYLGLYCEROL AND KETONE BODY METABOLISM 125 1.62e-04 2.75e-03 0.22000 0.14700 -0.16400 4.79e-03 1.58e-03
REACTOME SIGNALING BY WNT 56 1.57e-02 7.10e-02 0.22000 0.16300 0.14800 3.54e-02 5.63e-02
REACTOME POST TRANSLATIONAL MODIFICATION SYNTHESIS OF GPI ANCHORED PROTEINS 21 2.31e-01 4.25e-01 0.21900 -0.17700 0.13000 1.62e-01 3.04e-01
REACTOME G ALPHA S SIGNALLING EVENTS 27 1.42e-01 3.08e-01 0.21800 -0.06560 -0.20800 5.55e-01 6.16e-02
REACTOME METABOLISM OF AMINO ACIDS AND DERIVATIVES 106 5.50e-04 6.23e-03 0.21700 0.20700 0.06240 2.34e-04 2.68e-01
REACTOME NCAM SIGNALING FOR NEURITE OUT GROWTH 34 9.82e-02 2.40e-01 0.21600 -0.10900 0.18700 2.72e-01 5.95e-02
REACTOME ABC FAMILY PROTEINS MEDIATED TRANSPORT 16 3.31e-01 5.19e-01 0.21600 0.03740 -0.21200 7.96e-01 1.41e-01
REACTOME ACTIVATION OF NF KAPPAB IN B CELLS 53 2.28e-02 9.29e-02 0.21600 0.12900 0.17200 1.04e-01 3.01e-02
REACTOME ERK MAPK TARGETS 17 3.15e-01 5.02e-01 0.21400 0.20800 -0.05330 1.38e-01 7.04e-01
REACTOME ER PHAGOSOME PATHWAY 48 3.58e-02 1.28e-01 0.21400 0.06310 0.20400 4.50e-01 1.45e-02
REACTOME REGULATION OF HYPOXIA INDUCIBLE FACTOR HIF BY OXYGEN 18 2.88e-01 4.76e-01 0.21300 0.20800 0.04870 1.27e-01 7.21e-01
REACTOME RNA POL II TRANSCRIPTION PRE INITIATION AND PROMOTER OPENING 37 8.42e-02 2.15e-01 0.21300 -0.20400 0.06150 3.18e-02 5.18e-01
REACTOME RNA POL III TRANSCRIPTION INITIATION FROM TYPE 2 PROMOTER 21 2.42e-01 4.33e-01 0.21300 -0.00805 0.21300 9.49e-01 9.19e-02
REACTOME G1 PHASE 25 1.93e-01 3.79e-01 0.21300 -0.17400 0.12200 1.32e-01 2.93e-01
REACTOME PKB MEDIATED EVENTS 27 1.58e-01 3.31e-01 0.21200 0.20700 0.04780 6.28e-02 6.68e-01
REACTOME E2F MEDIATED REGULATION OF DNA REPLICATION 15 3.64e-01 5.49e-01 0.21200 -0.21200 0.00912 1.55e-01 9.51e-01
REACTOME CLASS A1 RHODOPSIN LIKE RECEPTORS 18 2.98e-01 4.89e-01 0.21200 0.00106 -0.21200 9.94e-01 1.20e-01
REACTOME MRNA PROCESSING 139 1.20e-04 2.19e-03 0.21100 -0.20000 0.06890 5.07e-05 1.63e-01
REACTOME REGULATION OF INSULIN SECRETION 39 6.97e-02 2.00e-01 0.21100 -0.17400 -0.11900 6.05e-02 1.98e-01
REACTOME INTERACTIONS OF VPR WITH HOST CELLULAR PROTEINS 28 1.59e-01 3.31e-01 0.21000 -0.02470 0.20900 8.21e-01 5.61e-02
REACTOME TIE2 SIGNALING 13 4.17e-01 5.98e-01 0.21000 -0.06460 -0.20000 6.87e-01 2.12e-01
REACTOME TRANSCRIPTION COUPLED NER TC NER 36 9.69e-02 2.39e-01 0.21000 -0.20300 0.05210 3.51e-02 5.89e-01
REACTOME CLEAVAGE OF GROWING TRANSCRIPT IN THE TERMINATION REGION 36 9.89e-02 2.40e-01 0.21000 -0.18900 0.09080 4.99e-02 3.47e-01
REACTOME HIV LIFE CYCLE 93 2.73e-03 1.93e-02 0.21000 -0.15900 0.13700 8.32e-03 2.29e-02
REACTOME TRANSPORT OF MATURE MRNA DERIVED FROM AN INTRONLESS TRANSCRIPT 29 1.52e-01 3.24e-01 0.21000 -0.04330 0.20500 6.87e-01 5.63e-02
REACTOME DAG AND IP3 SIGNALING 16 3.42e-01 5.22e-01 0.20900 -0.19000 -0.08780 1.88e-01 5.43e-01
REACTOME RIG I MDA5 MEDIATED INDUCTION OF IFN ALPHA BETA PATHWAYS 38 8.16e-02 2.13e-01 0.20900 -0.20300 -0.04880 3.07e-02 6.03e-01
REACTOME PLATELET ACTIVATION SIGNALING AND AGGREGATION 109 8.38e-04 8.01e-03 0.20700 -0.19300 -0.07580 5.26e-04 1.73e-01
REACTOME DNA REPAIR 66 1.65e-02 7.40e-02 0.20700 -0.16900 0.12000 1.78e-02 9.38e-02
REACTOME METABOLISM OF NON CODING RNA 40 8.27e-02 2.13e-01 0.20500 -0.02440 0.20300 7.90e-01 2.62e-02
REACTOME RNA POL II TRANSCRIPTION 85 5.29e-03 3.17e-02 0.20500 -0.20000 0.04390 1.47e-03 4.85e-01
REACTOME G1 S TRANSITION 67 1.36e-02 6.34e-02 0.20500 0.11000 0.17300 1.20e-01 1.47e-02
REACTOME MRNA 3 END PROCESSING 31 1.50e-01 3.21e-01 0.20400 -0.18800 0.08110 7.07e-02 4.35e-01
REACTOME RNA POL III CHAIN ELONGATION 16 3.59e-01 5.46e-01 0.20400 0.08900 0.18400 5.38e-01 2.03e-01
REACTOME TRANSPORT OF MATURE TRANSCRIPT TO CYTOPLASM 48 5.53e-02 1.80e-01 0.20400 -0.12400 0.16200 1.38e-01 5.29e-02
REACTOME NETRIN1 SIGNALING 21 2.65e-01 4.59e-01 0.20400 -0.19100 -0.06930 1.29e-01 5.83e-01
REACTOME APOPTOTIC CLEAVAGE OF CELLULAR PROTEINS 21 2.65e-01 4.59e-01 0.20300 -0.18600 -0.08270 1.41e-01 5.12e-01
REACTOME S PHASE 71 1.16e-02 5.75e-02 0.20300 0.08390 0.18500 2.23e-01 7.16e-03
REACTOME INWARDLY RECTIFYING K CHANNELS 10 5.48e-01 7.07e-01 0.20300 0.11000 -0.17100 5.47e-01 3.50e-01
REACTOME SYNTHESIS OF GLYCOSYLPHOSPHATIDYLINOSITOL GPI 13 4.56e-01 6.36e-01 0.20300 -0.18300 0.08720 2.53e-01 5.86e-01
REACTOME TRANSPORT OF VITAMINS NUCLEOSIDES AND RELATED MOLECULES 15 3.97e-01 5.74e-01 0.20100 -0.04550 -0.19600 7.61e-01 1.88e-01
REACTOME DESTABILIZATION OF MRNA BY TRISTETRAPROLIN TTP 15 3.95e-01 5.73e-01 0.20100 -0.17700 -0.09430 2.34e-01 5.27e-01
REACTOME ASPARAGINE N LINKED GLYCOSYLATION 62 2.70e-02 1.04e-01 0.20100 -0.14900 0.13500 4.33e-02 6.73e-02
REACTOME REGULATORY RNA PATHWAYS 21 2.85e-01 4.72e-01 0.19900 -0.19900 -0.01660 1.16e-01 8.95e-01
REACTOME RNA POL I TRANSCRIPTION TERMINATION 19 3.34e-01 5.20e-01 0.19900 -0.09510 0.17500 4.73e-01 1.88e-01
REACTOME NEF MEDIATES DOWN MODULATION OF CELL SURFACE RECEPTORS BY RECRUITING THEM TO CLATHRIN ADAPTERS 14 4.41e-01 6.23e-01 0.19900 -0.19500 0.03990 2.08e-01 7.96e-01
REACTOME NUCLEOTIDE EXCISION REPAIR 40 1.01e-01 2.42e-01 0.19800 -0.17600 0.09110 5.45e-02 3.19e-01
REACTOME SYNTHESIS OF PIPS AT THE EARLY ENDOSOME MEMBRANE 11 5.31e-01 6.99e-01 0.19600 -0.19600 -0.00607 2.61e-01 9.72e-01
REACTOME TGF BETA RECEPTOR SIGNALING IN EMT EPITHELIAL TO MESENCHYMAL TRANSITION 10 5.63e-01 7.11e-01 0.19500 0.04230 0.19000 8.17e-01 2.98e-01
REACTOME GLYCOSAMINOGLYCAN METABOLISM 47 6.49e-02 1.93e-01 0.19500 -0.13700 -0.13900 1.06e-01 1.01e-01
REACTOME ACTIVATION OF CHAPERONE GENES BY XBP1S 37 1.18e-01 2.70e-01 0.19400 -0.08390 -0.17500 3.78e-01 6.51e-02
REACTOME PEPTIDE LIGAND BINDING RECEPTORS 13 4.70e-01 6.47e-01 0.19400 -0.10600 -0.16300 5.08e-01 3.10e-01
REACTOME METABOLISM OF MRNA 176 7.97e-05 1.66e-03 0.19300 -0.16300 0.10400 2.14e-04 1.74e-02
REACTOME HEPARAN SULFATE HEPARIN HS GAG METABOLISM 25 2.39e-01 4.30e-01 0.19300 -0.12400 -0.14800 2.84e-01 2.01e-01
REACTOME RNA POL II PRE TRANSCRIPTION EVENTS 49 6.64e-02 1.95e-01 0.19300 -0.19300 0.00229 1.99e-02 9.78e-01
REACTOME METABOLISM OF RNA 213 1.30e-05 3.72e-04 0.19200 -0.14300 0.12900 3.56e-04 1.27e-03
REACTOME SIGNALING BY BMP 17 4.03e-01 5.81e-01 0.19100 0.09760 -0.16500 4.86e-01 2.40e-01
REACTOME SPHINGOLIPID METABOLISM 35 1.52e-01 3.24e-01 0.18900 -0.18800 -0.01990 5.42e-02 8.39e-01
REACTOME BASIGIN INTERACTIONS 14 4.66e-01 6.45e-01 0.18900 0.17100 0.08090 2.69e-01 6.00e-01
REACTOME GPCR DOWNSTREAM SIGNALING 104 3.70e-03 2.42e-02 0.18800 -0.08780 -0.16600 1.23e-01 3.47e-03
REACTOME LATE PHASE OF HIV LIFE CYCLE 85 1.33e-02 6.24e-02 0.18800 -0.13100 0.13500 3.77e-02 3.24e-02
REACTOME CA DEPENDENT EVENTS 14 4.68e-01 6.47e-01 0.18800 -0.15300 -0.10900 3.23e-01 4.81e-01
REACTOME TRANSPORT OF INORGANIC CATIONS ANIONS AND AMINO ACIDS OLIGOPEPTIDES 31 2.13e-01 4.03e-01 0.18400 0.17800 -0.04570 8.62e-02 6.60e-01
REACTOME ANTIGEN PROCESSING CROSS PRESENTATION 56 6.31e-02 1.90e-01 0.18100 0.04000 0.17600 6.05e-01 2.28e-02
REACTOME PHOSPHOLIPASE C MEDIATED CASCADE 20 3.67e-01 5.51e-01 0.18000 -0.12300 -0.13200 3.43e-01 3.06e-01
REACTOME METABOLISM OF PORPHYRINS 11 5.89e-01 7.23e-01 0.18000 0.17900 -0.02210 3.05e-01 8.99e-01
REACTOME FORMATION OF THE HIV1 EARLY ELONGATION COMPLEX 28 2.59e-01 4.56e-01 0.17900 -0.17900 -0.00257 1.01e-01 9.81e-01
REACTOME RNA POL I TRANSCRIPTION INITIATION 23 3.37e-01 5.20e-01 0.17900 -0.03870 0.17500 7.48e-01 1.47e-01
REACTOME FORMATION OF TRANSCRIPTION COUPLED NER TC NER REPAIR COMPLEX 27 2.74e-01 4.69e-01 0.17900 -0.17800 -0.01900 1.11e-01 8.65e-01
REACTOME SOS MEDIATED SIGNALLING 13 5.44e-01 7.07e-01 0.17800 -0.03920 0.17300 8.07e-01 2.79e-01
REACTOME ANTIGEN PROCESSING UBIQUITINATION PROTEASOME DEGRADATION 164 3.82e-04 5.13e-03 0.17800 0.13400 0.11700 3.18e-03 1.03e-02
REACTOME SIGNALING BY CONSTITUTIVELY ACTIVE EGFR 17 4.46e-01 6.27e-01 0.17800 -0.17600 -0.01920 2.08e-01 8.91e-01
REACTOME GABA RECEPTOR ACTIVATION 15 4.84e-01 6.59e-01 0.17700 -0.15200 -0.09060 3.07e-01 5.44e-01
REACTOME ACTIVATED NOTCH1 TRANSMITS SIGNAL TO THE NUCLEUS 17 4.61e-01 6.41e-01 0.17600 -0.16200 0.06940 2.48e-01 6.21e-01
REACTOME SHC1 EVENTS IN ERBB4 SIGNALING 13 5.55e-01 7.11e-01 0.17600 -0.08450 0.15400 5.98e-01 3.35e-01
REACTOME ANTIVIRAL MECHANISM BY IFN STIMULATED GENES 51 9.42e-02 2.35e-01 0.17500 0.03500 0.17200 6.66e-01 3.43e-02
REACTOME REGULATION OF SIGNALING BY CBL 14 5.21e-01 6.98e-01 0.17400 -0.15600 -0.07840 3.13e-01 6.12e-01
REACTOME PURINE RIBONUCLEOSIDE MONOPHOSPHATE BIOSYNTHESIS 11 6.14e-01 7.44e-01 0.17400 0.09230 -0.14800 5.96e-01 3.96e-01
REACTOME GASTRIN CREB SIGNALLING PATHWAY VIA PKC AND MAPK 58 6.80e-02 1.97e-01 0.17400 -0.08860 -0.15000 2.44e-01 4.88e-02
REACTOME TRANSCRIPTION 126 4.33e-03 2.75e-02 0.17300 -0.15600 0.07380 2.56e-03 1.54e-01
REACTOME CIRCADIAN CLOCK 42 1.59e-01 3.31e-01 0.17300 0.16400 -0.05450 6.66e-02 5.41e-01
REACTOME MITOTIC G2 G2 M PHASES 49 1.17e-01 2.70e-01 0.17200 -0.03870 0.16800 6.40e-01 4.23e-02
REACTOME GABA B RECEPTOR ACTIVATION 14 5.32e-01 6.99e-01 0.17200 -0.16600 -0.04580 2.83e-01 7.67e-01
REACTOME DNA REPLICATION 110 7.65e-03 4.01e-02 0.17200 0.03830 0.16700 4.89e-01 2.50e-03
REACTOME RNA POL I TRANSCRIPTION 26 3.29e-01 5.17e-01 0.17100 -0.11000 0.13200 3.33e-01 2.45e-01
REACTOME MITOTIC M M G1 PHASES 98 1.27e-02 6.07e-02 0.17100 0.06560 0.15800 2.63e-01 6.94e-03
REACTOME P38MAPK EVENTS 10 6.51e-01 7.73e-01 0.17100 0.08360 -0.15000 6.47e-01 4.13e-01
REACTOME PI3K EVENTS IN ERBB2 SIGNALING 32 2.37e-01 4.30e-01 0.17100 -0.10900 -0.13200 2.86e-01 1.98e-01
REACTOME SULFUR AMINO ACID METABOLISM 18 4.50e-01 6.29e-01 0.17000 0.14900 0.08110 2.72e-01 5.52e-01
REACTOME KERATAN SULFATE KERATIN METABOLISM 14 5.36e-01 7.00e-01 0.17000 -0.12500 -0.11500 4.19e-01 4.55e-01
REACTOME CREB PHOSPHORYLATION THROUGH THE ACTIVATION OF RAS 15 5.30e-01 6.99e-01 0.16900 0.16200 -0.05030 2.78e-01 7.36e-01
REACTOME MRNA DECAY BY 5 TO 3 EXORIBONUCLEASE 13 5.66e-01 7.11e-01 0.16900 -0.14500 -0.08710 3.67e-01 5.87e-01
REACTOME A TETRASACCHARIDE LINKER SEQUENCE IS REQUIRED FOR GAG SYNTHESIS 13 5.76e-01 7.19e-01 0.16700 -0.15100 -0.07030 3.46e-01 6.61e-01
REACTOME SIGNALING BY FGFR MUTANTS 27 3.40e-01 5.22e-01 0.16400 -0.16300 0.00625 1.42e-01 9.55e-01
REACTOME POST TRANSLATIONAL PROTEIN MODIFICATION 99 2.23e-02 9.19e-02 0.16300 -0.12100 0.11000 3.81e-02 6.04e-02
REACTOME SIGNALING BY FGFR1 MUTANTS 21 4.35e-01 6.15e-01 0.16300 -0.16200 -0.00507 1.98e-01 9.68e-01
REACTOME NUCLEOTIDE BINDING DOMAIN LEUCINE RICH REPEAT CONTAINING RECEPTOR NLR SIGNALING PATHWAYS 25 3.73e-01 5.55e-01 0.16200 -0.16200 -0.01300 1.62e-01 9.10e-01
REACTOME INTEGRATION OF ENERGY METABOLISM 62 8.27e-02 2.13e-01 0.16200 -0.13200 -0.09410 7.31e-02 2.01e-01
REACTOME MEMBRANE TRAFFICKING 93 2.75e-02 1.06e-01 0.16200 -0.16000 0.02630 7.91e-03 6.62e-01
REACTOME APOPTOTIC EXECUTION PHASE 27 3.43e-01 5.22e-01 0.16100 -0.15100 -0.05670 1.75e-01 6.10e-01
REACTOME DOWNSTREAM SIGNALING OF ACTIVATED FGFR 60 9.26e-02 2.33e-01 0.16100 -0.13000 -0.09470 8.21e-02 2.06e-01
REACTOME CELL CYCLE MITOTIC 191 7.60e-04 7.55e-03 0.16000 -0.01490 0.16000 7.24e-01 1.55e-04
REACTOME FORMATION OF RNA POL II ELONGATION COMPLEX 35 2.63e-01 4.59e-01 0.16000 -0.16000 0.00128 1.02e-01 9.90e-01
REACTOME CTNNB1 PHOSPHORYLATION CASCADE 14 5.83e-01 7.23e-01 0.16000 -0.02750 -0.15700 8.59e-01 3.08e-01
REACTOME METABOLISM OF PROTEINS 301 1.97e-05 5.30e-04 0.16000 -0.12400 0.10000 2.42e-04 3.02e-03
REACTOME NEGATIVE REGULATORS OF RIG I MDA5 SIGNALING 20 4.75e-01 6.51e-01 0.16000 -0.08000 0.13800 5.36e-01 2.85e-01
REACTOME HIV INFECTION 155 3.32e-03 2.23e-02 0.16000 -0.05910 0.14800 2.06e-01 1.53e-03
REACTOME MICRORNA MIRNA BIOGENESIS 18 5.15e-01 6.92e-01 0.15800 -0.14900 0.05460 2.75e-01 6.89e-01
REACTOME PI3K EVENTS IN ERBB4 SIGNALING 28 3.42e-01 5.22e-01 0.15800 -0.07250 -0.14100 5.07e-01 1.98e-01
REACTOME SYNTHESIS OF PIPS AT THE GOLGI MEMBRANE 14 6.05e-01 7.35e-01 0.15700 -0.12200 0.09860 4.29e-01 5.23e-01
REACTOME PIP3 ACTIVATES AKT SIGNALING 25 3.91e-01 5.69e-01 0.15700 -0.06500 -0.14300 5.74e-01 2.17e-01
REACTOME NOD1 2 SIGNALING PATHWAY 18 5.09e-01 6.88e-01 0.15700 -0.14100 -0.06780 3.00e-01 6.19e-01
REACTOME RNA POL III TRANSCRIPTION INITIATION FROM TYPE 3 PROMOTER 25 4.05e-01 5.82e-01 0.15600 -0.02330 0.15400 8.40e-01 1.82e-01
REACTOME INTRINSIC PATHWAY FOR APOPTOSIS 17 5.45e-01 7.07e-01 0.15500 -0.03100 0.15200 8.25e-01 2.78e-01
REACTOME RORA ACTIVATES CIRCADIAN EXPRESSION 21 4.82e-01 6.58e-01 0.15400 0.07700 -0.13400 5.41e-01 2.89e-01
REACTOME CYTOKINE SIGNALING IN IMMUNE SYSTEM 146 6.89e-03 3.84e-02 0.15400 -0.09640 0.12000 4.53e-02 1.26e-02
REACTOME GRB2 EVENTS IN ERBB2 SIGNALING 14 6.15e-01 7.44e-01 0.15300 -0.02200 0.15100 8.87e-01 3.27e-01
REACTOME SEMA4D IN SEMAPHORIN SIGNALING 22 4.72e-01 6.48e-01 0.15200 -0.14100 0.05770 2.52e-01 6.40e-01
REACTOME UNFOLDED PROTEIN RESPONSE 62 1.13e-01 2.65e-01 0.15200 -0.07370 -0.13200 3.17e-01 7.18e-02
REACTOME G ALPHA1213 SIGNALLING EVENTS 42 2.37e-01 4.30e-01 0.15000 -0.06470 -0.13500 4.69e-01 1.30e-01
REACTOME YAP1 AND WWTR1 TAZ STIMULATED GENE EXPRESSION 17 5.73e-01 7.17e-01 0.14900 0.13900 -0.05410 3.21e-01 7.00e-01
REACTOME PROCESSING OF CAPPED INTRONLESS PRE MRNA 18 5.58e-01 7.11e-01 0.14900 -0.12600 0.07930 3.54e-01 5.61e-01
REACTOME RESPONSE TO ELEVATED PLATELET CYTOSOLIC CA2 47 2.03e-01 3.94e-01 0.14900 -0.13400 -0.06580 1.14e-01 4.36e-01
REACTOME ACTIVATED TAK1 MEDIATES P38 MAPK ACTIVATION 14 6.31e-01 7.57e-01 0.14800 -0.00107 -0.14800 9.94e-01 3.37e-01
REACTOME NEGATIVE REGULATION OF FGFR SIGNALING 17 5.65e-01 7.11e-01 0.14800 -0.06990 -0.13000 6.18e-01 3.52e-01
REACTOME ACTIVATION OF GENES BY ATF4 18 5.47e-01 7.07e-01 0.14800 -0.09740 -0.11100 4.74e-01 4.16e-01
REACTOME SPHINGOLIPID DE NOVO BIOSYNTHESIS 16 6.03e-01 7.35e-01 0.14600 -0.02660 0.14300 8.54e-01 3.21e-01
REACTOME CELL CYCLE 218 1.24e-03 1.09e-02 0.14600 -0.04140 0.14000 2.96e-01 4.07e-04
REACTOME DCC MEDIATED ATTRACTIVE SIGNALING 10 7.32e-01 8.35e-01 0.14500 -0.14000 0.03820 4.43e-01 8.35e-01
REACTOME RNA POL III TRANSCRIPTION 31 3.81e-01 5.59e-01 0.14500 -0.04120 0.13900 6.92e-01 1.80e-01
REACTOME SEMAPHORIN INTERACTIONS 42 2.74e-01 4.69e-01 0.14500 -0.12800 0.06890 1.52e-01 4.40e-01
REACTOME SHC1 EVENTS IN EGFR SIGNALING 14 6.50e-01 7.73e-01 0.14500 -0.11000 0.09510 4.77e-01 5.38e-01
REACTOME PI METABOLISM 37 3.02e-01 4.92e-01 0.14500 -0.08890 -0.11500 3.50e-01 2.28e-01
REACTOME INSULIN SYNTHESIS AND PROCESSING 13 6.57e-01 7.77e-01 0.14500 -0.10300 -0.10200 5.20e-01 5.26e-01
REACTOME SLC MEDIATED TRANSMEMBRANE TRANSPORT 95 5.54e-02 1.80e-01 0.14300 0.14300 -0.00748 1.62e-02 9.00e-01
REACTOME RNA POL I RNA POL III AND MITOCHONDRIAL TRANSCRIPTION 56 1.90e-01 3.74e-01 0.14300 -0.07960 0.11900 3.03e-01 1.25e-01
REACTOME PROTEIN FOLDING 40 3.04e-01 4.92e-01 0.14100 -0.00341 0.14100 9.70e-01 1.23e-01
REACTOME DEADENYLATION OF MRNA 16 6.27e-01 7.54e-01 0.14100 0.05910 -0.12800 6.83e-01 3.75e-01
REACTOME OPIOID SIGNALLING 39 3.04e-01 4.92e-01 0.14100 -0.11500 -0.08170 2.15e-01 3.78e-01
REACTOME RNA POL III TRANSCRIPTION TERMINATION 18 5.80e-01 7.22e-01 0.14000 0.09920 0.09890 4.66e-01 4.68e-01
REACTOME SEMA4D INDUCED CELL MIGRATION AND GROWTH CONE COLLAPSE 18 5.87e-01 7.23e-01 0.14000 -0.14000 -0.01180 3.05e-01 9.31e-01
REACTOME MAP KINASE ACTIVATION IN TLR CASCADE 40 3.21e-01 5.09e-01 0.14000 0.11900 -0.07270 1.92e-01 4.27e-01
REACTOME PHOSPHOLIPID METABOLISM 113 3.65e-02 1.28e-01 0.14000 -0.03490 -0.13500 5.24e-01 1.34e-02
REACTOME SIGNALING BY FGFR 69 1.29e-01 2.91e-01 0.13900 -0.11700 -0.07500 9.24e-02 2.83e-01
REACTOME SIGNAL ATTENUATION 10 7.53e-01 8.46e-01 0.13900 0.12000 -0.07030 5.11e-01 7.00e-01
REACTOME SIGNALING BY ROBO RECEPTOR 19 5.85e-01 7.23e-01 0.13900 -0.10200 0.09440 4.41e-01 4.76e-01
REACTOME INNATE IMMUNE SYSTEM 119 3.64e-02 1.28e-01 0.13800 -0.13400 0.03470 1.21e-02 5.15e-01
REACTOME SIGNALING BY EGFR IN CANCER 83 9.82e-02 2.40e-01 0.13700 -0.13700 -0.00532 3.16e-02 9.33e-01
REACTOME SIGNALING BY GPCR 144 1.75e-02 7.63e-02 0.13600 -0.05570 -0.12400 2.51e-01 1.03e-02
REACTOME SIGNALLING TO P38 VIA RIT AND RIN 11 7.44e-01 8.40e-01 0.13400 -0.00882 0.13400 9.60e-01 4.42e-01
REACTOME HEMOSTASIS 217 2.86e-03 1.98e-02 0.13400 -0.10700 -0.07990 6.80e-03 4.39e-02
REACTOME PPARA ACTIVATES GENE EXPRESSION 79 1.33e-01 2.94e-01 0.13300 0.06970 -0.11300 2.85e-01 8.37e-02
REACTOME METABOLISM OF VITAMINS AND COFACTORS 37 3.79e-01 5.59e-01 0.13200 0.13200 0.00404 1.65e-01 9.66e-01
REACTOME MITOTIC G1 G1 S PHASES 82 1.17e-01 2.70e-01 0.13200 0.02120 0.13000 7.40e-01 4.20e-02
REACTOME BOTULINUM NEUROTOXICITY 10 7.77e-01 8.52e-01 0.13100 -0.12300 0.04560 5.01e-01 8.03e-01
REACTOME PROTEOLYTIC CLEAVAGE OF SNARE COMPLEX PROTEINS 10 7.77e-01 8.52e-01 0.13100 -0.12300 0.04560 5.01e-01 8.03e-01
REACTOME TRIGLYCERIDE BIOSYNTHESIS 21 5.84e-01 7.23e-01 0.13100 0.13100 -0.00525 3.00e-01 9.67e-01
REACTOME IL 3 5 AND GM CSF SIGNALING 25 5.35e-01 7.00e-01 0.13000 -0.12400 0.04180 2.85e-01 7.17e-01
REACTOME REGULATION OF MRNA STABILITY BY PROTEINS THAT BIND AU RICH ELEMENTS 71 1.62e-01 3.35e-01 0.12900 0.08670 0.09610 2.08e-01 1.63e-01
REACTOME SIGNALING BY TGF BETA RECEPTOR COMPLEX 51 2.79e-01 4.69e-01 0.12900 0.12400 0.03220 1.25e-01 6.91e-01
REACTOME IRON UPTAKE AND TRANSPORT 23 5.59e-01 7.11e-01 0.12800 0.07130 0.10700 5.54e-01 3.76e-01
REACTOME MYOGENESIS 21 6.04e-01 7.35e-01 0.12800 0.11900 -0.04550 3.44e-01 7.18e-01
REACTOME ENDOSOMAL SORTING COMPLEX REQUIRED FOR TRANSPORT ESCRT 21 5.91e-01 7.24e-01 0.12700 0.09180 0.08850 4.67e-01 4.83e-01
REACTOME SPRY REGULATION OF FGF SIGNALING 12 7.44e-01 8.40e-01 0.12600 -0.09530 -0.08290 5.68e-01 6.19e-01
REACTOME MRNA CAPPING 28 5.23e-01 6.98e-01 0.12500 -0.12300 0.02280 2.60e-01 8.34e-01
REACTOME ERKS ARE INACTIVATED 10 7.96e-01 8.60e-01 0.12400 0.02470 -0.12200 8.92e-01 5.05e-01
REACTOME SHC MEDIATED CASCADE 10 7.91e-01 8.58e-01 0.12400 -0.04180 -0.11700 8.19e-01 5.23e-01
REACTOME ACTIVATION OF CHAPERONES BY ATF6 ALPHA 11 7.73e-01 8.52e-01 0.12300 -0.09750 -0.07550 5.76e-01 6.65e-01
REACTOME PERK REGULATED GENE EXPRESSION 20 6.26e-01 7.54e-01 0.12300 -0.09460 -0.07920 4.64e-01 5.40e-01
REACTOME DARPP 32 EVENTS 17 6.91e-01 8.05e-01 0.12200 0.11100 -0.05090 4.30e-01 7.16e-01
REACTOME DIABETES PATHWAYS 88 1.38e-01 3.02e-01 0.12100 -0.10100 -0.06810 1.04e-01 2.71e-01
REACTOME METABOLISM OF LIPIDS AND LIPOPROTEINS 275 2.75e-03 1.93e-02 0.12100 -0.00325 -0.12100 9.27e-01 6.07e-04
REACTOME CLASS I MHC MEDIATED ANTIGEN PROCESSING PRESENTATION 189 1.73e-02 7.61e-02 0.11900 0.06630 0.09910 1.18e-01 1.95e-02
REACTOME CELL CELL COMMUNICATION 52 3.22e-01 5.09e-01 0.11900 -0.07200 -0.09500 3.70e-01 2.37e-01
REACTOME SHC MEDIATED SIGNALLING 13 7.63e-01 8.51e-01 0.11900 -0.05900 0.10400 7.13e-01 5.18e-01
REACTOME AXON GUIDANCE 140 6.26e-02 1.90e-01 0.11700 -0.10400 0.05310 3.38e-02 2.80e-01
REACTOME SIGNALING BY FGFR IN DISEASE 82 1.86e-01 3.69e-01 0.11700 -0.11400 -0.02440 7.47e-02 7.03e-01
REACTOME PRE NOTCH EXPRESSION AND PROCESSING 31 5.28e-01 6.99e-01 0.11600 -0.08760 -0.07550 3.99e-01 4.67e-01
REACTOME APOPTOSIS 97 1.43e-01 3.10e-01 0.11500 0.03270 0.11000 5.79e-01 6.08e-02
REACTOME TRANSCRIPTIONAL ACTIVITY OF SMAD2 SMAD3 SMAD4 HETEROTRIMER 31 5.53e-01 7.11e-01 0.11400 0.10600 -0.04260 3.08e-01 6.82e-01
REACTOME ARMS MEDIATED ACTIVATION 14 7.60e-01 8.49e-01 0.11400 0.01850 0.11200 9.05e-01 4.67e-01
REACTOME METABOLISM OF CARBOHYDRATES 128 8.21e-02 2.13e-01 0.11400 0.04490 0.10400 3.82e-01 4.22e-02
REACTOME PROLONGED ERK ACTIVATION EVENTS 16 7.42e-01 8.40e-01 0.11300 -0.07800 0.08200 5.89e-01 5.70e-01
REACTOME SIGNALING BY PDGF 85 2.10e-01 4.03e-01 0.11300 -0.09290 0.06370 1.40e-01 3.12e-01
REACTOME PROCESSING OF INTRONLESS PRE MRNAS 13 7.88e-01 8.57e-01 0.11200 -0.09930 0.05190 5.36e-01 7.46e-01
REACTOME SIGNALING BY ILS 64 3.09e-01 4.98e-01 0.11200 -0.10800 0.02840 1.36e-01 6.95e-01
REACTOME PI3K CASCADE 45 4.50e-01 6.29e-01 0.11000 0.10200 -0.04070 2.36e-01 6.37e-01
REACTOME ACTIVATION OF BH3 ONLY PROTEINS 11 8.25e-01 8.79e-01 0.11000 -0.06700 0.08690 7.00e-01 6.18e-01
REACTOME DEADENYLATION DEPENDENT MRNA DECAY 38 5.00e-01 6.78e-01 0.10900 -0.06240 -0.08940 5.06e-01 3.41e-01
REACTOME SIGNALING BY SCF KIT 57 3.77e-01 5.58e-01 0.10600 -0.10300 -0.02540 1.78e-01 7.41e-01
REACTOME CELL EXTRACELLULAR MATRIX INTERACTIONS 12 8.12e-01 8.73e-01 0.10600 -0.04620 -0.09580 7.82e-01 5.66e-01
REACTOME IL RECEPTOR SHC SIGNALING 15 7.72e-01 8.52e-01 0.10600 -0.08980 -0.05610 5.47e-01 7.07e-01
REACTOME DOWNSTREAM SIGNAL TRANSDUCTION 71 3.15e-01 5.02e-01 0.10400 -0.09550 -0.04000 1.65e-01 5.61e-01
REACTOME DOWNSTREAM SIGNALING EVENTS OF B CELL RECEPTOR BCR 81 2.65e-01 4.59e-01 0.10300 0.07190 0.07430 2.64e-01 2.49e-01
REACTOME TRANSPORT TO THE GOLGI AND SUBSEQUENT MODIFICATION 22 7.06e-01 8.17e-01 0.10300 0.00603 -0.10300 9.61e-01 4.04e-01
REACTOME FACTORS INVOLVED IN MEGAKARYOCYTE DEVELOPMENT AND PLATELET PRODUCTION 55 4.32e-01 6.14e-01 0.10200 -0.09580 0.03500 2.20e-01 6.54e-01
REACTOME ACTIVATION OF NMDA RECEPTOR UPON GLUTAMATE BINDING AND POSTSYNAPTIC EVENTS 16 7.85e-01 8.56e-01 0.10200 0.09350 -0.03980 5.17e-01 7.83e-01
REACTOME POST NMDA RECEPTOR ACTIVATION EVENTS 16 7.85e-01 8.56e-01 0.10200 0.09350 -0.03980 5.17e-01 7.83e-01
REACTOME SIGNALLING TO ERKS 28 6.62e-01 7.82e-01 0.09860 -0.02310 -0.09590 8.33e-01 3.80e-01
REACTOME AMINO ACID TRANSPORT ACROSS THE PLASMA MEMBRANE 13 8.30e-01 8.79e-01 0.09700 0.09300 0.02750 5.62e-01 8.64e-01
REACTOME MITOTIC PROMETAPHASE 46 5.32e-01 6.99e-01 0.09660 -0.02790 0.09250 7.44e-01 2.78e-01
REACTOME CELL SURFACE INTERACTIONS AT THE VASCULAR WALL 45 5.30e-01 6.99e-01 0.09590 -0.08160 -0.05040 3.44e-01 5.59e-01
REACTOME TRANSMEMBRANE TRANSPORT OF SMALL MOLECULES 172 1.05e-01 2.50e-01 0.09570 0.05860 -0.07560 1.87e-01 8.88e-02
REACTOME IMMUNE SYSTEM 514 1.73e-03 1.41e-02 0.09480 -0.06120 0.07240 1.96e-02 5.75e-03
REACTOME IL 2 SIGNALING 25 7.33e-01 8.35e-01 0.09220 -0.08190 0.04220 4.79e-01 7.15e-01
REACTOME HS GAG BIOSYNTHESIS 15 8.30e-01 8.79e-01 0.09180 0.03290 -0.08570 8.25e-01 5.66e-01
REACTOME AMINO ACID AND OLIGOPEPTIDE SLC TRANSPORTERS 14 8.38e-01 8.83e-01 0.09110 0.08770 0.02440 5.70e-01 8.74e-01
REACTOME PI3K AKT ACTIVATION 31 6.91e-01 8.05e-01 0.08870 -0.02470 -0.08510 8.12e-01 4.12e-01
REACTOME IL1 SIGNALING 25 7.77e-01 8.52e-01 0.08320 -0.07000 0.04490 5.45e-01 6.98e-01
REACTOME JNK C JUN KINASES PHOSPHORYLATION AND ACTIVATION MEDIATED BY ACTIVATED HUMAN TAK1 13 8.75e-01 9.04e-01 0.08180 -0.04420 -0.06880 7.83e-01 6.68e-01
REACTOME ADAPTIVE IMMUNE SYSTEM 337 4.51e-02 1.52e-01 0.08090 -0.05460 0.05970 8.86e-02 6.23e-02
REACTOME INSULIN RECEPTOR SIGNALLING CASCADE 59 5.64e-01 7.11e-01 0.08080 0.08070 -0.00309 2.84e-01 9.67e-01
REACTOME SMAD2 SMAD3 SMAD4 HETEROTRIMER REGULATES TRANSCRIPTION 20 8.24e-01 8.79e-01 0.08070 -0.01270 0.07970 9.22e-01 5.38e-01
REACTOME SHC RELATED EVENTS 14 8.73e-01 9.04e-01 0.08000 0.01520 0.07860 9.22e-01 6.11e-01
REACTOME CELL JUNCTION ORGANIZATION 28 7.67e-01 8.51e-01 0.07990 0.01250 -0.07890 9.09e-01 4.70e-01
REACTOME FATTY ACYL COA BIOSYNTHESIS 11 9.02e-01 9.28e-01 0.07900 0.00955 0.07840 9.56e-01 6.53e-01
REACTOME CELL DEATH SIGNALLING VIA NRAGE NRIF AND NADE 39 7.05e-01 8.17e-01 0.07850 0.06420 -0.04520 4.88e-01 6.25e-01
REACTOME SIGNALING BY NOTCH 72 5.15e-01 6.92e-01 0.07820 -0.07630 -0.01720 2.64e-01 8.01e-01
REACTOME FRS2 MEDIATED CASCADE 16 8.69e-01 9.04e-01 0.07610 -0.07380 -0.01870 6.10e-01 8.97e-01
REACTOME TRAF6 MEDIATED INDUCTION OF NFKB AND MAP KINASES UPON TLR7 8 OR 9 ACTIVATION 55 6.40e-01 7.66e-01 0.07480 0.04120 -0.06240 5.97e-01 4.25e-01
REACTOME ASSOCIATION OF TRIC CCT WITH TARGET PROTEINS DURING BIOSYNTHESIS 22 8.35e-01 8.81e-01 0.07470 -0.02910 0.06880 8.14e-01 5.76e-01
REACTOME SIGNALING BY ERBB2 68 5.64e-01 7.11e-01 0.07420 -0.05980 -0.04390 3.95e-01 5.32e-01
REACTOME SIGNALING BY NOTCH1 48 6.87e-01 8.05e-01 0.07300 -0.06910 0.02370 4.08e-01 7.77e-01
REACTOME GROWTH HORMONE RECEPTOR SIGNALING 16 8.89e-01 9.17e-01 0.07120 -0.05620 0.04370 6.97e-01 7.62e-01
REACTOME SIGNALLING TO RAS 20 8.60e-01 8.98e-01 0.07060 -0.01080 -0.06980 9.33e-01 5.89e-01
REACTOME L1CAM INTERACTIONS 50 6.84e-01 8.04e-01 0.07030 -0.05560 -0.04310 4.97e-01 5.98e-01
REACTOME PURINE METABOLISM 26 8.30e-01 8.79e-01 0.06840 -0.03210 -0.06040 7.77e-01 5.94e-01
REACTOME METABOLISM OF NUCLEOTIDES 48 7.23e-01 8.32e-01 0.06780 -0.06570 0.01670 4.32e-01 8.42e-01
REACTOME SIGNAL TRANSDUCTION BY L1 27 8.29e-01 8.79e-01 0.06760 -0.06500 -0.01850 5.59e-01 8.68e-01
REACTOME INTEGRIN CELL SURFACE INTERACTIONS 42 7.55e-01 8.46e-01 0.06640 -0.01530 -0.06460 8.64e-01 4.69e-01
REACTOME MYD88 MAL CASCADE INITIATED ON PLASMA MEMBRANE 56 7.05e-01 8.17e-01 0.06550 0.03710 -0.05400 6.32e-01 4.85e-01
REACTOME PYRIMIDINE METABOLISM 10 9.42e-01 9.64e-01 0.06350 0.06310 -0.00681 7.30e-01 9.70e-01
REACTOME TOLL RECEPTOR CASCADES 72 6.47e-01 7.72e-01 0.06330 -0.06180 -0.01370 3.65e-01 8.41e-01
REACTOME NFKB AND MAP KINASES ACTIVATION MEDIATED BY TLR4 SIGNALING REPERTOIRE 50 7.48e-01 8.42e-01 0.06330 0.03840 -0.05030 6.39e-01 5.39e-01
REACTOME O LINKED GLYCOSYLATION OF MUCINS 11 9.37e-01 9.62e-01 0.06260 0.00485 0.06240 9.78e-01 7.20e-01
REACTOME SIGNALING BY INSULIN RECEPTOR 73 6.72e-01 7.91e-01 0.06060 0.06040 -0.00470 3.73e-01 9.45e-01
REACTOME ACTIVATED TLR4 SIGNALLING 60 7.39e-01 8.40e-01 0.05880 0.02550 -0.05290 7.33e-01 4.79e-01
REACTOME SIGNALING BY RHO GTPASES 62 7.29e-01 8.35e-01 0.05770 -0.03670 -0.04460 6.18e-01 5.45e-01
REACTOME KERATAN SULFATE BIOSYNTHESIS 11 9.46e-01 9.65e-01 0.05750 -0.05150 -0.02550 7.67e-01 8.83e-01
REACTOME TRANSMISSION ACROSS CHEMICAL SYNAPSES 63 7.30e-01 8.35e-01 0.05710 -0.03140 -0.04770 6.67e-01 5.13e-01
REACTOME DEVELOPMENTAL BIOLOGY 238 3.37e-01 5.20e-01 0.05630 -0.05460 0.01380 1.50e-01 7.16e-01
REACTOME REGULATION OF RHEB GTPASE ACTIVITY BY AMPK 10 9.55e-01 9.66e-01 0.05590 0.02900 -0.04780 8.74e-01 7.94e-01
REACTOME GENERIC TRANSCRIPTION PATHWAY 133 5.60e-01 7.11e-01 0.05480 0.05060 -0.02120 3.16e-01 6.75e-01
REACTOME TRANSCRIPTIONAL REGULATION OF WHITE ADIPOCYTE DIFFERENTIATION 61 7.66e-01 8.51e-01 0.05380 -0.05280 -0.01060 4.77e-01 8.87e-01
REACTOME AKT PHOSPHORYLATES TARGETS IN THE CYTOSOL 11 9.53e-01 9.66e-01 0.05360 -0.05340 -0.00500 7.59e-01 9.77e-01
REACTOME NEUROTRANSMITTER RECEPTOR BINDING AND DOWNSTREAM TRANSMISSION IN THE POSTSYNAPTIC CELL 50 8.15e-01 8.74e-01 0.05310 -0.03190 0.04250 6.96e-01 6.04e-01
REACTOME NOTCH1 INTRACELLULAR DOMAIN REGULATES TRANSCRIPTION 33 8.73e-01 9.04e-01 0.05220 0.00755 0.05160 9.40e-01 6.08e-01
REACTOME P75 NTR RECEPTOR MEDIATED SIGNALLING 54 8.03e-01 8.66e-01 0.05170 -0.04970 -0.01420 5.28e-01 8.57e-01
REACTOME NEURONAL SYSTEM 87 7.15e-01 8.25e-01 0.05170 0.03390 -0.03900 5.86e-01 5.31e-01
REACTOME INSULIN RECEPTOR RECYCLING 15 9.48e-01 9.65e-01 0.04950 0.04150 -0.02710 7.81e-01 8.56e-01
REACTOME SIGNALING BY ERBB4 66 7.93e-01 8.59e-01 0.04790 -0.03090 -0.03660 6.65e-01 6.08e-01
REACTOME CELL CELL JUNCTION ORGANIZATION 14 9.55e-01 9.66e-01 0.04600 -0.03750 -0.02670 8.08e-01 8.63e-01
REACTOME TRIF MEDIATED TLR3 SIGNALING 52 8.57e-01 8.96e-01 0.04520 0.03870 -0.02330 6.30e-01 7.72e-01
REACTOME PRE NOTCH PROCESSING IN GOLGI 14 9.74e-01 9.82e-01 0.03540 0.03450 0.00787 8.23e-01 9.59e-01
REACTOME NGF SIGNALLING VIA TRKA FROM THE PLASMA MEMBRANE 100 8.50e-01 8.91e-01 0.03260 -0.02370 -0.02250 6.84e-01 6.99e-01
REACTOME TRANSFERRIN ENDOCYTOSIS AND RECYCLING 17 9.78e-01 9.85e-01 0.02920 0.02590 0.01340 8.53e-01 9.24e-01
REACTOME VITAMIN B5 PANTOTHENATE METABOLISM 10 9.88e-01 9.93e-01 0.02830 0.00688 -0.02750 9.70e-01 8.81e-01
REACTOME SIGNALLING BY NGF 154 8.50e-01 8.91e-01 0.02650 -0.02470 -0.00964 5.99e-01 8.37e-01
REACTOME SIGNALING BY THE B CELL RECEPTOR BCR 97 9.43e-01 9.64e-01 0.02030 -0.00617 0.01940 9.17e-01 7.42e-01
REACTOME LATENT INFECTION OF HOMO SAPIENS WITH MYCOBACTERIUM TUBERCULOSIS 17 9.95e-01 9.98e-01 0.01310 0.00885 0.00971 9.50e-01 9.45e-01
REACTOME NUCLEAR SIGNALING BY ERBB4 21 1.00e+00 1.00e+00 0.00219 0.00134 0.00174 9.92e-01 9.89e-01



Detailed Gene set reports


REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION

REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION
metric value
setSize 13
pMANOVA 1.93e-06
p.adjustMANOVA 6.79e-05
s.dist 0.833
s.Sed 0.521
s.Ex -0.65
p.Sed 0.00115
p.Ex 4.94e-05




Top 20 genes
Gene Sed Ex
Eci1 4391 -4349
Acadl 3928 -4342
Acadvl 3969 -4156
Decr1 4329 -3636
Mcee 4112 -3534
Hadha 3079 -3980
Acadm 4378 -2703
Hadh 4327 -2501
Echs1 1811 -4405
Hadhb 952 -4160
Pccb 411 -698

Click HERE to show all gene set members

All member genes
Sed Ex
Acadl 3928 -4342
Acadm 4378 -2703
Acads -1886 2063
Acadvl 3969 -4156
Decr1 4329 -3636
Echs1 1811 -4405
Eci1 4391 -4349
Hadh 4327 -2501
Hadha 3079 -3980
Hadhb 952 -4160
Mcee 4112 -3534
Pcca -8 -2725
Pccb 411 -698





REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING

REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING
metric value
setSize 12
pMANOVA 5.89e-06
p.adjustMANOVA 0.00018
s.dist 0.819
s.Sed 0.818
s.Ex -0.04
p.Sed 9.26e-07
p.Ex 0.811




Top 20 genes
Gene Sed Ex
Atp5h 4619 -2458
Atp5c1 4707 -1751
Atp5e 3660 -1998
Atp5o 2341 -1474
Atp5l 4585 -580
Atp5g1 3844 -451
Atp5j2 4434 -152

Click HERE to show all gene set members

All member genes
Sed Ex
Atp5a1 2863 945
Atp5b 3950 766
Atp5c1 4707 -1751
Atp5d 3905 1286
Atp5e 3660 -1998
Atp5g1 3844 -451
Atp5h 4619 -2458
Atp5j 3965 571
Atp5j2 4434 -152
Atp5k 4798 3024
Atp5l 4585 -580
Atp5o 2341 -1474





REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE

REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE
metric value
setSize 19
pMANOVA 3.08e-06
p.adjustMANOVA 0.000101
s.dist 0.677
s.Sed 0.558
s.Ex -0.382
p.Sed 2.52e-05
p.Ex 0.00396




Top 20 genes
Gene Sed Ex
Sdhb 4495 -4252
Idh3a 3658 -2535
Ogdh 2568 -3481
Idh2 2048 -4364
Idh3b 3150 -2354
Mdh2 3851 -1814
Cs 1819 -3152
Sucla2 3908 -1059
Fh1 3548 -1024
Sdha 2128 -1566
Idh3g 2624 -1177
Dld 4023 -601
Sdhc 2697 -550
Dlst 3010 -355
Suclg1 406 -2186
Suclg2 2491 -320

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 3944 553
Cs 1819 -3152
Dld 4023 -601
Dlst 3010 -355
Fh1 3548 -1024
Idh2 2048 -4364
Idh3a 3658 -2535
Idh3b 3150 -2354
Idh3g 2624 -1177
Mdh2 3851 -1814
Nnt -2258 -4629
Ogdh 2568 -3481
Sdha 2128 -1566
Sdhb 4495 -4252
Sdhc 2697 -550
Sdhd 4537 1252
Sucla2 3908 -1059
Suclg1 406 -2186
Suclg2 2491 -320





REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX

REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX
metric value
setSize 11
pMANOVA 0.000702
p.adjustMANOVA 0.00729
s.dist 0.672
s.Sed 0.581
s.Ex -0.337
p.Sed 0.000842
p.Ex 0.0533




Top 20 genes
Gene Sed Ex
Pdk4 4509 -4570
Pdha1 4386 -2900
Pdpr 4015 -2855
Dlat 3069 -2847
Pdk1 3158 -2409
Pdk2 1856 -3006
Dld 4023 -601
Pdhb 3417 -658

Click HERE to show all gene set members

All member genes
Sed Ex
Dlat 3069 -2847
Dld 4023 -601
Pdha1 4386 -2900
Pdhb 3417 -658
Pdhx 3163 2622
Pdk1 3158 -2409
Pdk2 1856 -3006
Pdk4 4509 -4570
Pdp1 3871 4490
Pdp2 -3790 -4437
Pdpr 4015 -2855





REACTOME_COMPLEMENT_CASCADE

REACTOME_COMPLEMENT_CASCADE
metric value
setSize 10
pMANOVA 0.00165
p.adjustMANOVA 0.0137
s.dist 0.662
s.Sed -0.582
s.Ex 0.315
p.Sed 0.00145
p.Ex 0.0845




Top 20 genes
Gene Sed Ex
C4b -3859 4562
C1qb -3906 4323
C1qa -4071 3813
C3 -4023 2892
C1qc -3944 2655
Cfd -4437 2279

Click HERE to show all gene set members

All member genes
Sed Ex
C1qa -4071 3813
C1qb -3906 4323
C1qc -3944 2655
C1s1 -326 -2411
C3 -4023 2892
C4b -3859 4562
C7 2938 1440
Cfd -4437 2279
Cr1l -4004 -3884
Pros1 647 -1140





REACTOME_PYRUVATE_METABOLISM

REACTOME_PYRUVATE_METABOLISM
metric value
setSize 16
pMANOVA 4.69e-05
p.adjustMANOVA 0.00113
s.dist 0.651
s.Sed 0.602
s.Ex -0.248
p.Sed 3.05e-05
p.Ex 0.0862




Top 20 genes
Gene Sed Ex
Pdk4 4509 -4570
Pdha1 4386 -2900
Pdpr 4015 -2855
Dlat 3069 -2847
Ldhb 1746 -4369
Pdk1 3158 -2409
Pdk2 1856 -3006
Slc16a1 4781 -907
Dld 4023 -601
Pdhb 3417 -658
Ldha 757 -536

Click HERE to show all gene set members

All member genes
Sed Ex
Bsg 4390 65
Dlat 3069 -2847
Dld 4023 -601
Ldha 757 -536
Ldhb 1746 -4369
Pdha1 4386 -2900
Pdhb 3417 -658
Pdhx 3163 2622
Pdk1 3158 -2409
Pdk2 1856 -3006
Pdk4 4509 -4570
Pdp1 3871 4490
Pdp2 -3790 -4437
Pdpr 4015 -2855
Slc16a1 4781 -907
Slc16a3 4236 4520





REACTOME_RESPIRATORY_ELECTRON_TRANSPORT_ATP_SYNTHESIS_BY_CHEMIOSMOTIC_COUPLING_AND_HEAT_PRODUCTION_BY_UNCOUPLING_PROTEINS_

REACTOME_RESPIRATORY_ELECTRON_TRANSPORT_ATP_SYNTHESIS_BY_CHEMIOSMOTIC_COUPLING_AND_HEAT_PRODUCTION_BY_UNCOUPLING_PROTEINS_
metric value
setSize 73
pMANOVA 3.19e-20
p.adjustMANOVA 7.28e-18
s.dist 0.642
s.Sed 0.641
s.Ex -0.0374
p.Sed 2.75e-21
p.Ex 0.582




Top 20 genes
Gene Sed Ex
Etfdh 4736 -4299
Sdhb 4495 -4252
Etfa 4040 -3825
Etfb 4492 -3428
Ndufa5 4704 -2935
Cox6c 4766 -2595
Atp5h 4619 -2458
Uqcrc2 2775 -3601
Cox6b1 4135 -2177
Ndufv2 3925 -2284
Ndufa8 2361 -3720
Atp5c1 4707 -1751
Uqcrq 4171 -1862
Atp5e 3660 -1998
Ndufb7 3270 -1622
Cycs 4635 -846
Ndufs5 4305 -837
Ndufs1 4394 -807
Atp5o 2341 -1474
Uqcr11 3363 -1012

Click HERE to show all gene set members

All member genes
Sed Ex
Atp5a1 2863 945
Atp5b 3950 766
Atp5c1 4707 -1751
Atp5d 3905 1286
Atp5e 3660 -1998
Atp5g1 3844 -451
Atp5h 4619 -2458
Atp5j 3965 571
Atp5j2 4434 -152
Atp5k 4798 3024
Atp5l 4585 -580
Atp5o 2341 -1474
Cox4i1 -1134 -4574
Cox5a 1560 -1040
Cox6a1 -1063 2088
Cox6b1 4135 -2177
Cox6c 4766 -2595
Cox7a2l -606 2428
Cox7c 4674 2047
Cox8a -3993 -585
Cyc1 1453 2753
Cycs 4635 -846
Etfa 4040 -3825
Etfb 4492 -3428
Etfdh 4736 -4299
Ndufa1 3328 -383
Ndufa10 3812 -334
Ndufa11 2908 -41
Ndufa12 3827 2800
Ndufa13 1086 3860
Ndufa2 4421 518
Ndufa3 -273 -3509
Ndufa4 4701 452
Ndufa5 4704 -2935
Ndufa6 4096 1447
Ndufa7 3613 1224
Ndufa8 2361 -3720
Ndufa9 3609 1825
Ndufab1 3195 -299
Ndufb10 3391 -670
Ndufb2 4415 2377
Ndufb3 2884 1263
Ndufb4 3998 621
Ndufb5 4365 -753
Ndufb6 -528 1726
Ndufb7 3270 -1622
Ndufb9 4507 210
Ndufc1 2241 -138
Ndufc2 4287 3377
Ndufs1 4394 -807
Ndufs2 2947 983
Ndufs3 2855 1072
Ndufs4 4422 695
Ndufs5 4305 -837
Ndufs6 4461 2591
Ndufs7 2204 -462
Ndufs8 2089 -54
Ndufv1 3015 -1107
Ndufv2 3925 -2284
Ndufv3 2189 1048
Sdha 2128 -1566
Sdhb 4495 -4252
Sdhc 2697 -550
Sdhd 4537 1252
Ucp2 -4385 2516
Ucp3 2093 -513
Uqcr11 3363 -1012
Uqcrb 4081 1643
Uqcrc1 3916 2125
Uqcrc2 2775 -3601
Uqcrfs1 4317 792
Uqcrh 4334 364
Uqcrq 4171 -1862





REACTOME_RESPIRATORY_ELECTRON_TRANSPORT

REACTOME_RESPIRATORY_ELECTRON_TRANSPORT
metric value
setSize 59
pMANOVA 3.42e-16
p.adjustMANOVA 5.21e-14
s.dist 0.636
s.Sed 0.635
s.Ex -0.0454
p.Sed 3.4e-17
p.Ex 0.547




Top 20 genes
Gene Sed Ex
Etfdh 4736 -4299
Sdhb 4495 -4252
Etfa 4040 -3825
Etfb 4492 -3428
Ndufa5 4704 -2935
Cox6c 4766 -2595
Uqcrc2 2775 -3601
Cox6b1 4135 -2177
Ndufv2 3925 -2284
Ndufa8 2361 -3720
Uqcrq 4171 -1862
Ndufb7 3270 -1622
Cycs 4635 -846
Ndufs5 4305 -837
Ndufs1 4394 -807
Uqcr11 3363 -1012
Ndufv1 3015 -1107
Sdha 2128 -1566
Ndufb5 4365 -753
Ndufb10 3391 -670

Click HERE to show all gene set members

All member genes
Sed Ex
Cox4i1 -1134 -4574
Cox5a 1560 -1040
Cox6a1 -1063 2088
Cox6b1 4135 -2177
Cox6c 4766 -2595
Cox7a2l -606 2428
Cox7c 4674 2047
Cox8a -3993 -585
Cyc1 1453 2753
Cycs 4635 -846
Etfa 4040 -3825
Etfb 4492 -3428
Etfdh 4736 -4299
Ndufa1 3328 -383
Ndufa10 3812 -334
Ndufa11 2908 -41
Ndufa12 3827 2800
Ndufa13 1086 3860
Ndufa2 4421 518
Ndufa3 -273 -3509
Ndufa4 4701 452
Ndufa5 4704 -2935
Ndufa6 4096 1447
Ndufa7 3613 1224
Ndufa8 2361 -3720
Ndufa9 3609 1825
Ndufab1 3195 -299
Ndufb10 3391 -670
Ndufb2 4415 2377
Ndufb3 2884 1263
Ndufb4 3998 621
Ndufb5 4365 -753
Ndufb6 -528 1726
Ndufb7 3270 -1622
Ndufb9 4507 210
Ndufc1 2241 -138
Ndufc2 4287 3377
Ndufs1 4394 -807
Ndufs2 2947 983
Ndufs3 2855 1072
Ndufs4 4422 695
Ndufs5 4305 -837
Ndufs6 4461 2591
Ndufs7 2204 -462
Ndufs8 2089 -54
Ndufv1 3015 -1107
Ndufv2 3925 -2284
Ndufv3 2189 1048
Sdha 2128 -1566
Sdhb 4495 -4252
Sdhc 2697 -550
Sdhd 4537 1252
Uqcr11 3363 -1012
Uqcrb 4081 1643
Uqcrc1 3916 2125
Uqcrc2 2775 -3601
Uqcrfs1 4317 792
Uqcrh 4334 364
Uqcrq 4171 -1862





REACTOME_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT

REACTOME_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT
metric value
setSize 107
pMANOVA 9.8e-26
p.adjustMANOVA 4.48e-23
s.dist 0.604
s.Sed 0.591
s.Ex -0.127
p.Sed 5.08e-26
p.Ex 0.0238




Top 20 genes
Gene Sed Ex
Pdk4 4509 -4570
Etfdh 4736 -4299
Sdhb 4495 -4252
Etfa 4040 -3825
Etfb 4492 -3428
Ndufa5 4704 -2935
Pdha1 4386 -2900
Cox6c 4766 -2595
Pdpr 4015 -2855
Atp5h 4619 -2458
Uqcrc2 2775 -3601
Idh3a 3658 -2535
Cox6b1 4135 -2177
Ndufv2 3925 -2284
Ogdh 2568 -3481
Idh2 2048 -4364
Ndufa8 2361 -3720
Dlat 3069 -2847
Atp5c1 4707 -1751
Uqcrq 4171 -1862

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 3944 553
Adhfe1 -1035 -3462
Atp5a1 2863 945
Atp5b 3950 766
Atp5c1 4707 -1751
Atp5d 3905 1286
Atp5e 3660 -1998
Atp5g1 3844 -451
Atp5h 4619 -2458
Atp5j 3965 571
Atp5j2 4434 -152
Atp5k 4798 3024
Atp5l 4585 -580
Atp5o 2341 -1474
Bsg 4390 65
Cox4i1 -1134 -4574
Cox5a 1560 -1040
Cox6a1 -1063 2088
Cox6b1 4135 -2177
Cox6c 4766 -2595
Cox7a2l -606 2428
Cox7c 4674 2047
Cox8a -3993 -585
Cs 1819 -3152
Cyc1 1453 2753
Cycs 4635 -846
D2hgdh -1707 341
Dlat 3069 -2847
Dld 4023 -601
Dlst 3010 -355
Etfa 4040 -3825
Etfb 4492 -3428
Etfdh 4736 -4299
Fh1 3548 -1024
Idh1 -1557 -1293
Idh2 2048 -4364
Idh3a 3658 -2535
Idh3b 3150 -2354
Idh3g 2624 -1177
L2hgdh 2656 941
Ldha 757 -536
Ldhb 1746 -4369
Mdh2 3851 -1814
Ndufa1 3328 -383
Ndufa10 3812 -334
Ndufa11 2908 -41
Ndufa12 3827 2800
Ndufa13 1086 3860
Ndufa2 4421 518
Ndufa3 -273 -3509
Ndufa4 4701 452
Ndufa5 4704 -2935
Ndufa6 4096 1447
Ndufa7 3613 1224
Ndufa8 2361 -3720
Ndufa9 3609 1825
Ndufab1 3195 -299
Ndufb10 3391 -670
Ndufb2 4415 2377
Ndufb3 2884 1263
Ndufb4 3998 621
Ndufb5 4365 -753
Ndufb6 -528 1726
Ndufb7 3270 -1622
Ndufb9 4507 210
Ndufc1 2241 -138
Ndufc2 4287 3377
Ndufs1 4394 -807
Ndufs2 2947 983
Ndufs3 2855 1072
Ndufs4 4422 695
Ndufs5 4305 -837
Ndufs6 4461 2591
Ndufs7 2204 -462
Ndufs8 2089 -54
Ndufv1 3015 -1107
Ndufv2 3925 -2284
Ndufv3 2189 1048
Nnt -2258 -4629
Ogdh 2568 -3481
Pdha1 4386 -2900
Pdhb 3417 -658
Pdhx 3163 2622
Pdk1 3158 -2409
Pdk2 1856 -3006
Pdk4 4509 -4570
Pdp1 3871 4490
Pdp2 -3790 -4437
Pdpr 4015 -2855
Sdha 2128 -1566
Sdhb 4495 -4252
Sdhc 2697 -550
Sdhd 4537 1252
Slc16a1 4781 -907
Slc16a3 4236 4520
Sucla2 3908 -1059
Suclg1 406 -2186
Suclg2 2491 -320
Ucp2 -4385 2516
Ucp3 2093 -513
Uqcr11 3363 -1012
Uqcrb 4081 1643
Uqcrc1 3916 2125
Uqcrc2 2775 -3601
Uqcrfs1 4317 792
Uqcrh 4334 364
Uqcrq 4171 -1862





REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE

REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE
metric value
setSize 13
pMANOVA 0.0012
p.adjustMANOVA 0.0108
s.dist 0.594
s.Sed -0.53
s.Ex 0.269
p.Sed 0.000945
p.Ex 0.093




Top 20 genes
Gene Sed Ex
Prkcsh -4118 3836
Mogs -2506 4352
Mlec -2674 3880
Man1b1 -3700 2777
Edem2 -2715 3215
Calr -3917 1891
Ganab -2066 1153

Click HERE to show all gene set members

All member genes
Sed Ex
Calr -3917 1891
Canx -3475 -2410
Edem1 -4318 -682
Edem2 -2715 3215
Edem3 3048 1221
Ganab -2066 1153
Man1b1 -3700 2777
Mlec -2674 3880
Mogs -2506 4352
Pdia3 -3056 -3982
Prkcsh -4118 3836
Uggt1 -2696 -280
Uggt2 2849 1145





REACTOME_PEPTIDE_CHAIN_ELONGATION

REACTOME_PEPTIDE_CHAIN_ELONGATION
metric value
setSize 66
pMANOVA 2.95e-15
p.adjustMANOVA 3.37e-13
s.dist 0.589
s.Sed -0.528
s.Ex 0.26
p.Sed 1.19e-13
p.Ex 0.000261




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpl18a -4096 2967
Rpsa -3512 3186
Rps14 -2630 4064
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Rplp0 -3918 1684
Rpl10a -1820 3571
Rps9 -3991 1585
Rpl8 -3895 1539
Eef1a1 -4423 1057
Rps25 -3437 1296
Rps3a1 -3863 1143

Click HERE to show all gene set members

All member genes
Sed Ex
Eef1a1 -4423.0 1057.0
Eef2 -1936.0 720.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Uba52 4493.0 4487.0





REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE

REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE
metric value
setSize 38
pMANOVA 4.73e-09
p.adjustMANOVA 1.97e-07
s.dist 0.588
s.Sed 0.498
s.Ex -0.312
p.Sed 1.08e-07
p.Ex 0.000873




Top 20 genes
Gene Sed Ex
Pdk4 4509 -4570
Sdhb 4495 -4252
Pdha1 4386 -2900
Pdpr 4015 -2855
Idh3a 3658 -2535
Ogdh 2568 -3481
Idh2 2048 -4364
Dlat 3069 -2847
Ldhb 1746 -4369
Pdk1 3158 -2409
Idh3b 3150 -2354
Mdh2 3851 -1814
Cs 1819 -3152
Pdk2 1856 -3006
Slc16a1 4781 -907
Sucla2 3908 -1059
Fh1 3548 -1024
Sdha 2128 -1566
Idh3g 2624 -1177
Dld 4023 -601

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 3944 553
Adhfe1 -1035 -3462
Bsg 4390 65
Cs 1819 -3152
D2hgdh -1707 341
Dlat 3069 -2847
Dld 4023 -601
Dlst 3010 -355
Fh1 3548 -1024
Idh1 -1557 -1293
Idh2 2048 -4364
Idh3a 3658 -2535
Idh3b 3150 -2354
Idh3g 2624 -1177
L2hgdh 2656 941
Ldha 757 -536
Ldhb 1746 -4369
Mdh2 3851 -1814
Nnt -2258 -4629
Ogdh 2568 -3481
Pdha1 4386 -2900
Pdhb 3417 -658
Pdhx 3163 2622
Pdk1 3158 -2409
Pdk2 1856 -3006
Pdk4 4509 -4570
Pdp1 3871 4490
Pdp2 -3790 -4437
Pdpr 4015 -2855
Sdha 2128 -1566
Sdhb 4495 -4252
Sdhc 2697 -550
Sdhd 4537 1252
Slc16a1 4781 -907
Slc16a3 4236 4520
Sucla2 3908 -1059
Suclg1 406 -2186
Suclg2 2491 -320





REACTOME_G_PROTEIN_ACTIVATION

REACTOME_G_PROTEIN_ACTIVATION
metric value
setSize 10
pMANOVA 0.00902
p.adjustMANOVA 0.0458
s.dist 0.553
s.Sed -0.47
s.Ex -0.292
p.Sed 0.0101
p.Ex 0.11




Top 20 genes
Gene Sed Ex
Gnb4 -3440 -4494
Gnao1 -2204 -4216
Gnb5 -1086 -4561
Gnai3 -2975 -1402
Gnb1 -763 -1610

Click HERE to show all gene set members

All member genes
Sed Ex
Gnai2 -4237 2747
Gnai3 -2975 -1402
Gnao1 -2204 -4216
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874





REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS

REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS
metric value
setSize 11
pMANOVA 0.00616
p.adjustMANOVA 0.0352
s.dist 0.552
s.Sed 0.136
s.Ex 0.534
p.Sed 0.434
p.Ex 0.00215




Top 20 genes
Gene Sed Ex
Phka1 3019 4550
Gyg 4657 2601
Pgm1 2598 3087
Phkb 2134 3585
Phkg1 1109 3400
Agl 249 2630
Phka2 12 3506

Click HERE to show all gene set members

All member genes
Sed Ex
Agl 249 2630
Calm1 454 -3493
Gyg 4657 2601
Pgm1 2598 3087
Phka1 3019 4550
Phka2 12 3506
Phkb 2134 3585
Phkg1 1109 3400
Phkg2 -2268 3414
Pygb -2126 642
Pygm -797 3210





REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA

REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA
metric value
setSize 11
pMANOVA 0.00666
p.adjustMANOVA 0.0376
s.dist 0.544
s.Sed -0.339
s.Ex -0.425
p.Sed 0.0518
p.Ex 0.0147




Top 20 genes
Gene Sed Ex
Akt3 -3718 -4283
Gnb4 -3440 -4494
Akt1 -3296 -2715
Pdpk1 -1738 -4479
Gnb5 -1086 -4561
Gnb1 -763 -1610

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3296 -2715
Akt2 4030 474
Akt3 -3718 -4283
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874
Pdpk1 -1738 -4479





REACTOME_CALNEXIN_CALRETICULIN_CYCLE

REACTOME_CALNEXIN_CALRETICULIN_CYCLE
metric value
setSize 11
pMANOVA 0.00886
p.adjustMANOVA 0.0455
s.dist 0.54
s.Sed -0.517
s.Ex 0.156
p.Sed 0.00302
p.Ex 0.371




Top 20 genes
Gene Sed Ex
Prkcsh -4118 3836
Man1b1 -3700 2777
Edem2 -2715 3215
Calr -3917 1891
Ganab -2066 1153

Click HERE to show all gene set members

All member genes
Sed Ex
Calr -3917 1891
Canx -3475 -2410
Edem1 -4318 -682
Edem2 -2715 3215
Edem3 3048 1221
Ganab -2066 1153
Man1b1 -3700 2777
Pdia3 -3056 -3982
Prkcsh -4118 3836
Uggt1 -2696 -280
Uggt2 2849 1145





REACTOME_METABOLISM_OF_POLYAMINES

REACTOME_METABOLISM_OF_POLYAMINES
metric value
setSize 12
pMANOVA 0.00465
p.adjustMANOVA 0.0291
s.dist 0.539
s.Sed 0.46
s.Ex 0.281
p.Sed 0.00576
p.Ex 0.092




Top 20 genes
Gene Sed Ex
Smox 4211 4549
Odc1 4483 3897
Sms 4163 3838
Adi1 1412 2173

Click HERE to show all gene set members

All member genes
Sed Ex
Adi1 1412 2173
Amd1 -982 2705
Apip 2975 -2273
Enoph1 -1490 3870
Got1 4371 -2992
Mri1 3921 -1526
Mtap 4102 -1112
Odc1 4483 3897
Sat1 -3797 4253
Smox 4211 4549
Sms 4163 3838
Srm 4472 -1848





REACTOME_HORMONE_SENSITIVE_LIPASE_HSL_MEDIATED_TRIACYLGLYCEROL_HYDROLYSIS

REACTOME_HORMONE_SENSITIVE_LIPASE_HSL_MEDIATED_TRIACYLGLYCEROL_HYDROLYSIS
metric value
setSize 11
pMANOVA 0.00742
p.adjustMANOVA 0.0401
s.dist 0.538
s.Sed -0.417
s.Ex -0.339
p.Sed 0.0166
p.Ex 0.0515




Top 20 genes
Gene Sed Ex
Fabp4 -4189 -4122
Lipe -4299 -3746
Ppp1cb -1492 -4618
Mgll -1289 -2798
Cav1 -558 -4558

Click HERE to show all gene set members

All member genes
Sed Ex
Abhd5 2346 -3903
Cav1 -558 -4558
Fabp4 -4189 -4122
Lipe -4299 -3746
Mgll -1289 -2798
Plin1 -4426 4120
Ppp1ca -1552 2867
Ppp1cb -1492 -4618
Ppp1cc -555 1819
Prkaca 1010 -2905
Prkacb -4104 545





REACTOME_ADP_SIGNALLING_THROUGH_P2RY1

REACTOME_ADP_SIGNALLING_THROUGH_P2RY1
metric value
setSize 11
pMANOVA 0.00749
p.adjustMANOVA 0.0401
s.dist 0.537
s.Sed -0.339
s.Ex -0.416
p.Sed 0.0515
p.Ex 0.0168




Top 20 genes
Gene Sed Ex
Gnb4 -3440 -4494
P2ry1 -3358 -4086
Gnb5 -1086 -4561
Mapk14 -1671 -1864
Gnb1 -763 -1610
Gnaq -719 -963

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 1005 -3655
Gnaq -719 -963
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874
Mapk14 -1671 -1864
P2ry1 -3358 -4086





REACTOME_NCAM1_INTERACTIONS

REACTOME_NCAM1_INTERACTIONS
metric value
setSize 15
pMANOVA 0.00203
p.adjustMANOVA 0.016
s.dist 0.53
s.Sed -0.197
s.Ex 0.493
p.Sed 0.187
p.Ex 0.000961




Top 20 genes
Gene Sed Ex
Nrtn -3943 3138
Col6a1 -2772 3674
Col1a2 -2244 4395
Col3a1 -1440 4464
Col5a2 -1113 3431
Col1a1 -825 4308
Col4a2 -1127 2348
Agrn -979 1882
Col4a1 -425 2514
Col6a2 -32 834

Click HERE to show all gene set members

All member genes
Sed Ex
Agrn -979 1882
Cacna1s 3368 -3747
Cacnb1 -2078 -4061
Col1a1 -825 4308
Col1a2 -2244 4395
Col3a1 -1440 4464
Col4a1 -425 2514
Col4a2 -1127 2348
Col5a1 925 3237
Col5a2 -1113 3431
Col6a1 -2772 3674
Col6a2 -32 834
Col6a3 605 3975
Nrtn -3943 3138
Prnp 1300 3682





REACTOME_INTERFERON_GAMMA_SIGNALING

REACTOME_INTERFERON_GAMMA_SIGNALING
metric value
setSize 24
pMANOVA 9.7e-05
p.adjustMANOVA 0.00193
s.dist 0.514
s.Sed -0.35
s.Ex 0.377
p.Sed 0.00298
p.Ex 0.00141




Top 20 genes
Gene Sed Ex
H2-Aa -4380 4605
H2-Eb1 -4401 4501
Prkcd -4103 4537
Irf9 -4151 4398
Ptpn2 -2040 4424
Camk2d -3083 2741
Ptpn1 -3673 1735
Irf8 -4359 1178
Gbp7 -2993 1430
Ifngr1 -2598 1020
Irf2 -947 1701
Sumo1 -166 3594
B2m -4307 44

Click HERE to show all gene set members

All member genes
Sed Ex
B2m -4307 44.0
Camk2a 2674 4035.0
Camk2b 2537 2946.0
Camk2d -3083 2741.0
Cd44 3452 -2142.5
Gbp7 -2993 1430.0
H2-Aa -4380 4605.0
H2-Eb1 -4401 4501.0
Ifngr1 -2598 1020.0
Ifngr2 -1877 -1187.0
Irf1 228 -2892.0
Irf2 -947 1701.0
Irf3 3355 4506.0
Irf5 -3574 -159.0
Irf8 -4359 1178.0
Irf9 -4151 4398.0
Jak1 992 2277.0
Jak2 4683 1892.0
Pias1 -1407 -3372.0
Prkcd -4103 4537.0
Ptpn1 -3673 1735.0
Ptpn2 -2040 4424.0
Stat1 -4090 -185.0
Sumo1 -166 3594.0





REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION

REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION
metric value
setSize 20
pMANOVA 0.000548
p.adjustMANOVA 0.00623
s.dist 0.499
s.Sed 0.0595
s.Ex 0.495
p.Sed 0.645
p.Ex 0.000127




Top 20 genes
Gene Sed Ex
Lars2 3730 4616
Dars2 3105 2995
Kars 4440 1909
Ppa2 4576 1397
Sars2 1091 3258
Rars2 900 3566
Ears2 518 4108
Yars2 3551 592
Gars 322 3814
Tars2 95 1491
Wars2 90 1265
Fars2 97 528

Click HERE to show all gene set members

All member genes
Sed Ex
Aars2 -123 2039.0
Cars2 -2793 4158.0
Dars2 3105 2995.0
Ears2 518 4108.0
Fars2 97 528.0
Gars 322 3814.0
Hars2 -1880 3539.0
Iars2 -1109 2552.0
Kars 4440 1909.0
Lars2 3730 4616.0
Mars2 -2835 -554.0
Nars2 -2347 900.0
Ppa2 4576 1397.0
Qars -1613 3809.0
Rars2 900 3566.0
Sars2 1091 3258.0
Tars2 95 1491.0
Vars2 -489 -321.5
Wars2 90 1265.0
Yars2 3551 592.0





REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE

REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE
metric value
setSize 88
pMANOVA 1.84e-14
p.adjustMANOVA 1.68e-12
s.dist 0.497
s.Sed -0.431
s.Ex 0.248
p.Sed 3.12e-12
p.Ex 5.9e-05




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Sec11c -3541 3449
Rpl18a -4096 2967
Rpsa -3512 3186
Rps14 -2630 4064
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Ssr2 -2915 2641
Rpn2 -2738 2609
Rplp0 -3918 1684
Rpl10a -1820 3571
Rps9 -3991 1585
Rpl8 -3895 1539

Click HERE to show all gene set members

All member genes
Sed Ex
Ddost 727.0 3306.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rpn1 4416.0 2819.0
Rpn2 -2738.0 2609.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Sec11a -219.0 4394.0
Sec11c -3541.0 3449.0
Sec61a1 -4129.0 401.0
Sec61a2 -3553.0 -4190.0
Sec61b 254.0 3529.0
Sec61g -3967.0 -239.0
Spcs1 3978.0 4332.0
Spcs2 2424.0 -137.0
Spcs3 -2541.0 -3242.0
Srp14 -1379.0 4006.0
Srp19 1695.0 1042.0
Srp54a 4258.0 -3261.0
Srp68 -2335.0 -3369.0
Srp72 1172.0 2384.0
Srp9 -2058.0 2556.0
Srprb -1145.0 -2573.0
Ssr1 -1543.0 3116.0
Ssr2 -2915.0 2641.0
Ssr3 4403.0 3601.0
Ssr4 -3178.0 -2538.0
Tram1 -3725.0 -1735.0
Uba52 4493.0 4487.0





REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS

REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS
metric value
setSize 16
pMANOVA 0.00265
p.adjustMANOVA 0.0192
s.dist 0.497
s.Sed 0.0285
s.Ex 0.496
p.Sed 0.843
p.Ex 0.000599




Top 20 genes
Gene Sed Ex
Grip2 4209 4614
Camk2a 2674 4035
Pick1 3470 2280
Camk2b 2537 2946
Dlg1 2865 2463
Ap2b1 2410 2061
Mdm2 2357 1873
Prkca 977 2681
Myo6 170 4244

Click HERE to show all gene set members

All member genes
Sed Ex
Ap2a1 -1928 2227
Ap2a2 -3559 -889
Ap2b1 2410 2061
Ap2m1 -1370 -2318
Ap2s1 -2294 3903
Camk2a 2674 4035
Camk2b 2537 2946
Camk2d -3083 2741
Dlg1 2865 2463
Epb41l1 -1281 -673
Grip2 4209 4614
Mdm2 2357 1873
Myo6 170 4244
Nsf -2980 4389
Pick1 3470 2280
Prkca 977 2681





REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING

REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING
metric value
setSize 12
pMANOVA 0.0139
p.adjustMANOVA 0.0644
s.dist 0.481
s.Sed -0.276
s.Ex -0.393
p.Sed 0.0974
p.Ex 0.0183




Top 20 genes
Gene Sed Ex
Akt3 -3718 -4283
Gnb4 -3440 -4494
Akt1 -3296 -2715
Pdpk1 -1738 -4479
Gnb5 -1086 -4561
Gnb1 -763 -1610

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3296 -2715
Akt2 4030 474
Akt3 -3718 -4283
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874
Pdpk1 -1738 -4479
Plcb3 2087 -212





REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS

REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS
metric value
setSize 16
pMANOVA 0.00392
p.adjustMANOVA 0.0252
s.dist 0.474
s.Sed -0.399
s.Ex -0.257
p.Sed 0.00579
p.Ex 0.0749




Top 20 genes
Gene Sed Ex
Pik3cd -4345 -4155
Pik3r1 -3893 -3036
Nck1 -3508 -3039
Sh3kbp1 -1999 -4278
Grb2 -3740 -2002
Plcg1 -3840 -1307
Itpr2 -1107 -3046

Click HERE to show all gene set members

All member genes
Sed Ex
Calm1 454 -3493
Cbl -4046 2459
Cblb 2426 2696
Fyn -939 3967
Grb2 -3740 -2002
Itpr2 -1107 -3046
Lyn -3916 2875
Nck1 -3508 -3039
Orai1 1658 950
Pik3cd -4345 -4155
Pik3r1 -3893 -3036
Plcg1 -3840 -1307
Sh3kbp1 -1999 -4278
Shc1 -2560 689
Sos1 893 -4117
Stim1 2054 -4257





REACTOME_FORMATION_OF_THE_TERNARY_COMPLEX_AND_SUBSEQUENTLY_THE_43S_COMPLEX

REACTOME_FORMATION_OF_THE_TERNARY_COMPLEX_AND_SUBSEQUENTLY_THE_43S_COMPLEX
metric value
setSize 41
pMANOVA 1.6e-06
p.adjustMANOVA 6.1e-05
s.dist 0.472
s.Sed -0.428
s.Ex 0.197
p.Sed 2.11e-06
p.Ex 0.029




Top 20 genes
Gene Sed Ex
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpsa -3512 3186
Rps14 -2630 4064
Rps8 -3862 2318
Rps15a -3210 2480
Rps9 -3991 1585
Rps25 -3437 1296
Rps3a1 -3863 1143
Eif3b -2573 1653
Rps23 -3757 817
Rps19 -980 2899
Rps3 -4328 558
Rps5 -2098 982
Rps16 -3737 417
Rps27a -405 3577
Rps27 -441 2984
Eif3g -750 1101

Click HERE to show all gene set members

All member genes
Sed Ex
Eif1ax -1582 -3794
Eif2s1 3422 2411
Eif2s2 4151 2919
Eif2s3x -2356 -702
Eif3a 3103 -2833
Eif3b -2573 1653
Eif3c -346 -432
Eif3d -798 -442
Eif3e -1404 -740
Eif3f -3081 -1711
Eif3g -750 1101
Eif3h -2518 -2879
Eif3i 2507 2009
Eif3j2 1699 -667
Eif3k -3262 -2381
Rps11 -2961 37
Rps13 -3562 3659
Rps14 -2630 4064
Rps15a -3210 2480
Rps16 -3737 417
Rps17 718 3046
Rps18 -4174 -2157
Rps19 -980 2899
Rps20 -3688 3874
Rps21 -161 1078
Rps23 -3757 817
Rps24 -3792 195
Rps25 -3437 1296
Rps26 -3327 3699
Rps27 -441 2984
Rps27a -405 3577
Rps29 4565 1750
Rps3 -4328 558
Rps3a1 -3863 1143
Rps4x -4218 3694
Rps5 -2098 982
Rps6 -4242 -1590
Rps7 -4205 -2011
Rps8 -3862 2318
Rps9 -3991 1585
Rpsa -3512 3186





REACTOME_INFLUENZA_VIRAL_RNA_TRANSCRIPTION_AND_REPLICATION

REACTOME_INFLUENZA_VIRAL_RNA_TRANSCRIPTION_AND_REPLICATION
metric value
setSize 82
pMANOVA 4.68e-12
p.adjustMANOVA 3.56e-10
s.dist 0.467
s.Sed -0.428
s.Ex 0.186
p.Sed 2.2e-11
p.Ex 0.00367




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpl18a -4096 2967
Rpsa -3512 3186
Rps14 -2630 4064
Polr2a -3855 2581
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Rplp0 -3918 1684
Rpl10a -1820 3571
Rps9 -3991 1585
Rpl8 -3895 1539
Polr2g -3118 1690
Gtf2f2 -2108 2244

Click HERE to show all gene set members

All member genes
Sed Ex
Dnajc3 820.0 156.0
Grsf1 4037.0 -4249.0
Gtf2f1 433.0 1152.0
Gtf2f2 -2108.0 2244.0
Hsp90aa1 2556.0 -4071.0
Ipo5 1761.0 -2131.0
Polr2a -3855.0 2581.0
Polr2b -2692.0 -708.0
Polr2c -822.0 -1229.0
Polr2d 2414.0 2119.0
Polr2e -2634.0 -284.0
Polr2f -2832.0 -1959.0
Polr2g -3118.0 1690.0
Polr2h -3127.0 -2058.0
Polr2i 2901.0 -2456.0
Polr2j -2391.0 -1032.0
Polr2k 3087.0 -1180.0
Polr2l 1477.0 4132.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Uba52 4493.0 4487.0





REACTOME_INHIBITION_OF_INSULIN_SECRETION_BY_ADRENALINE_NORADRENALINE

REACTOME_INHIBITION_OF_INSULIN_SECRETION_BY_ADRENALINE_NORADRENALINE
metric value
setSize 10
pMANOVA 0.0365
p.adjustMANOVA 0.128
s.dist 0.463
s.Sed -0.375
s.Ex -0.273
p.Sed 0.0403
p.Ex 0.135




Top 20 genes
Gene Sed Ex
Gnb4 -3440 -4494
Gnao1 -2204 -4216
Gnb5 -1086 -4561
Gnb1 -763 -1610

Click HERE to show all gene set members

All member genes
Sed Ex
Adcy6 1437 -528
Gnai2 -4237 2747
Gnao1 -2204 -4216
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874





REACTOME_NONSENSE_MEDIATED_DECAY_ENHANCED_BY_THE_EXON_JUNCTION_COMPLEX

REACTOME_NONSENSE_MEDIATED_DECAY_ENHANCED_BY_THE_EXON_JUNCTION_COMPLEX
metric value
setSize 84
pMANOVA 1.6e-11
p.adjustMANOVA 1.05e-09
s.dist 0.451
s.Sed -0.407
s.Ex 0.194
p.Sed 1.28e-10
p.Ex 0.00213




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpl18a -4096 2967
Rpsa -3512 3186
Rps14 -2630 4064
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Rplp0 -3918 1684
Smg8 -2863 2289
Rpl10a -1820 3571
Rps9 -3991 1585
Smg6 -2069 3049
Rpl8 -3895 1539
Rps25 -3437 1296

Click HERE to show all gene set members

All member genes
Sed Ex
Casc3 2910.0 2633.0
Eif4a3 -3222.0 802.0
Eif4g1 3040.0 596.0
Etf1 3932.0 -336.0
Magoh 1568.0 -4286.0
Ncbp1 -838.0 -446.0
Ncbp2 3713.0 -2399.0
Ppp2ca -2574.0 -4423.0
Ppp2r1a 3371.0 793.0
Ppp2r2a -640.0 4024.0
Rnps1 -2837.0 -3253.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Smg1 -520.0 -3241.0
Smg5 4374.0 1345.0
Smg6 -2069.0 3049.0
Smg7 -3594.0 -3059.0
Smg8 -2863.0 2289.0
Smg9 3241.0 -91.0
Uba52 4493.0 4487.0
Upf2 -991.0 1628.0
Upf3a -2059.0 1869.0
Upf3b -3211.0 131.0





REACTOME_SIGNAL_AMPLIFICATION

REACTOME_SIGNAL_AMPLIFICATION
metric value
setSize 14
pMANOVA 0.0126
p.adjustMANOVA 0.0606
s.dist 0.45
s.Sed -0.348
s.Ex -0.286
p.Sed 0.0243
p.Ex 0.0644




Top 20 genes
Gene Sed Ex
Gnb4 -3440 -4494
P2ry1 -3358 -4086
Gnb5 -1086 -4561
Gnai3 -2975 -1402
Mapk14 -1671 -1864
Gnb1 -763 -1610
Gnaq -719 -963

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 1005 -3655
Gna13 2526 1340
Gnai2 -4237 2747
Gnai3 -2975 -1402
Gnaq -719 -963
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874
Mapk14 -1671 -1864
P2ry1 -3358 -4086





REACTOME_TCR_SIGNALING

REACTOME_TCR_SIGNALING
metric value
setSize 28
pMANOVA 0.000232
p.adjustMANOVA 0.00353
s.dist 0.443
s.Sed -0.426
s.Ex -0.124
p.Sed 9.78e-05
p.Ex 0.256




Top 20 genes
Gene Sed Ex
Pik3r1 -3893 -3036
Nck1 -3508 -3039
Pak2 -3617 -2547
Rela -2929 -2946
Pdpk1 -1738 -4479
Pten -1915 -3552
Plcg1 -3840 -1307
Ikbkb -3931 -1132
Nfkbia -2039 -1690
Pik3ca -518 -3017
Csk -4434 -100

Click HERE to show all gene set members

All member genes
Sed Ex
Bcl10 -2949 2344
Chuk -1520 4219
Csk -4434 -100
Enah 3225 -3037
Gm20431 944 -3902
H2-Aa -4380 4605
H2-Eb1 -4401 4501
Ikbkb -3931 -1132
Ikbkg 1260 -718
Malt1 -2297 521
Map3k7 1636 -4248
Nck1 -3508 -3039
Nfkbia -2039 -1690
Pak1 -2087 232
Pak2 -3617 -2547
Pdpk1 -1738 -4479
Pik3ca -518 -3017
Pik3cb 4032 3425
Pik3r1 -3893 -3036
Pik3r2 2211 733
Plcg1 -3840 -1307
Prkcq 761 -3068
Pten -1915 -3552
Ptprc -4287 395
Rela -2929 -2946
Tab2 -1690 433
Traf6 -3347 76
Vasp -4386 4173





REACTOME_STRIATED_MUSCLE_CONTRACTION

REACTOME_STRIATED_MUSCLE_CONTRACTION
metric value
setSize 22
pMANOVA 0.00217
p.adjustMANOVA 0.0165
s.dist 0.438
s.Sed 0.351
s.Ex -0.262
p.Sed 0.00442
p.Ex 0.0338




Top 20 genes
Gene Sed Ex
Mybpc1 4817 -4470
Tpm2 3637 -4628
Tcap 4710 -3413
Myl2 3179 -4631
Actn2 3712 -3777
Tnnt1 1951 -4453
Myl3 1869 -4633
Neb 4018 -1819
Tmod1 2391 -1631
Des 3367 -1078

Click HERE to show all gene set members

All member genes
Sed Ex
Actn2 3712 -3777
Des 3367 -1078
Dmd 4608 398
Mybpc1 4817 -4470
Mybpc2 -701 3728
Myl1 3543 3028
Myl2 3179 -4631
Myl3 1869 -4633
Myl4 675 4433
Neb 4018 -1819
Tcap 4710 -3413
Tmod1 2391 -1631
Tnnc1 -479 -4576
Tnnc2 3051 3442
Tnni1 -164 -3472
Tnni2 3271 870
Tnnt1 1951 -4453
Tpm1 2207 3840
Tpm2 3637 -4628
Tpm3 -2041 -4399
Tpm4 -3450 -1999
Vim -4322 2566





REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM

REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM
metric value
setSize 16
pMANOVA 0.0123
p.adjustMANOVA 0.0596
s.dist 0.435
s.Sed 0.312
s.Ex -0.302
p.Sed 0.0306
p.Ex 0.0363




Top 20 genes
Gene Sed Ex
Ivd 4324 -4120
Acat1 3966 -4436
Hibch 4231 -3553
Dbt 3818 -3788
Hibadh 3823 -1755
Aldh6a1 702 -4610
Bckdha 1638 -1613
Dld 4023 -601
Auh 996 -1126
Hsd17b10 233 -964

Click HERE to show all gene set members

All member genes
Sed Ex
Acad8 1728 3322
Acadsb 1092 3144
Acat1 3966 -4436
Aldh6a1 702 -4610
Auh 996 -1126
Bcat2 -889 -741
Bckdha 1638 -1613
Bckdhb -3111 -631
Dbt 3818 -3788
Dld 4023 -601
Hibadh 3823 -1755
Hibch 4231 -3553
Hsd17b10 233 -964
Ivd 4324 -4120
Mccc1 1479 3070
Mccc2 -1897 -4034





REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC

REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC
metric value
setSize 14
pMANOVA 0.0223
p.adjustMANOVA 0.0919
s.dist 0.424
s.Sed -0.419
s.Ex -0.0637
p.Sed 0.00665
p.Ex 0.68




Top 20 genes
Gene Sed Ex
Sec24d -3639 -3868
Pdia3 -3056 -3982
Canx -3475 -2410
Tap2 -4272 -1557
Hspa5 -3671 -519
Sec24b -544 -1165

Click HERE to show all gene set members

All member genes
Sed Ex
B2m -4307 44
Calr -3917 1891
Canx -3475 -2410
Erap1 -3001 3252
Hspa5 -3671 -519
Pdia3 -3056 -3982
Sar1b 1549 3179
Sec13 -400 134
Sec23a 4424 -2035
Sec24b -544 -1165
Sec24c 98 578
Sec24d -3639 -3868
Sec31a -222 2273
Tap2 -4272 -1557





REACTOME_3_UTR_MEDIATED_TRANSLATIONAL_REGULATION

REACTOME_3_UTR_MEDIATED_TRANSLATIONAL_REGULATION
metric value
setSize 85
pMANOVA 2.47e-10
p.adjustMANOVA 1.13e-08
s.dist 0.423
s.Sed -0.381
s.Ex 0.183
p.Sed 1.37e-09
p.Ex 0.00358




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpl18a -4096 2967
Rpsa -3512 3186
Rps14 -2630 4064
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Rplp0 -3918 1684
Rpl10a -1820 3571
Rps9 -3991 1585
Rpl8 -3895 1539
Rps25 -3437 1296
Rps3a1 -3863 1143
Rpl11 -4233 1016

Click HERE to show all gene set members

All member genes
Sed Ex
Eif1ax -1582.0 -3794.0
Eif2s1 3422.0 2411.0
Eif2s2 4151.0 2919.0
Eif2s3x -2356.0 -702.0
Eif3a 3103.0 -2833.0
Eif3b -2573.0 1653.0
Eif3c -346.0 -432.0
Eif3d -798.0 -442.0
Eif3e -1404.0 -740.0
Eif3f -3081.0 -1711.0
Eif3g -750.0 1101.0
Eif3h -2518.0 -2879.0
Eif3i 2507.0 2009.0
Eif3j2 1699.0 -667.0
Eif3k -3262.0 -2381.0
Eif4a1 431.0 2385.0
Eif4a2 788.0 1590.0
Eif4b 475.0 -1280.0
Eif4e 4119.0 -2550.0
Eif4g1 3040.0 596.0
Eif4h 3996.0 -102.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Uba52 4493.0 4487.0





REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY

REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY
metric value
setSize 10
pMANOVA 0.0822
p.adjustMANOVA 0.213
s.dist 0.414
s.Sed -0.341
s.Ex 0.235
p.Sed 0.0621
p.Ex 0.199




Top 20 genes
Gene Sed Ex
Apex1 -3885 3120
Pold1 -4294 2494
Pold3 -3598 2190
Mpg -2758 2582
Pold4 -2369 2041
Pcna -2359 1282

Click HERE to show all gene set members

All member genes
Sed Ex
Apex1 -3885 3120
Mpg -2758 2582
Pcna -2359 1282
Polb 4513 -2567
Pold1 -4294 2494
Pold2 2846 -572
Pold3 -3598 2190
Pold4 -2369 2041
Smug1 1758 3503
Tdg -3698 -3260





REACTOME_GLUTATHIONE_CONJUGATION

REACTOME_GLUTATHIONE_CONJUGATION
metric value
setSize 12
pMANOVA 0.0564
p.adjustMANOVA 0.182
s.dist 0.405
s.Sed 0.357
s.Ex -0.19
p.Sed 0.0321
p.Ex 0.256




Top 20 genes
Gene Sed Ex
Gsto1 4054 -3425
Gstm4 3623 -3650
Mgst1 2866 -4042
Oplah 2105 -3956
Mgst3 3500 -2067
Gss 4301 -1564
Ggct 2064 -1274

Click HERE to show all gene set members

All member genes
Sed Ex
Cndp2 -1456 -246
Gclc -3500 2708
Gclm 3413 3579
Ggct 2064 -1274
Gss 4301 -1564
Gstm2 -1207 354
Gstm4 3623 -3650
Gsto1 4054 -3425
Gstp1 2364 3009
Mgst1 2866 -4042
Mgst3 3500 -2067
Oplah 2105 -3956





REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS

REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS
metric value
setSize 10
pMANOVA 0.1
p.adjustMANOVA 0.241
s.dist 0.394
s.Sed 0.389
s.Ex -0.0575
p.Sed 0.0331
p.Ex 0.753




Top 20 genes
Gene Sed Ex
Kcnc1 4426 -3937
Kcna7 4717 -3286
Kcnq5 1713 -4356
Kcnq4 2465 -1665

Click HERE to show all gene set members

All member genes
Sed Ex
Kcna7 4717 -3286
Kcnab1 -269 4438
Kcnb1 -569 -3560
Kcnc1 4426 -3937
Kcnc3 -339 -1057
Kcnc4 2405 3563
Kcnf1 3578 4589
Kcng4 1789 2567
Kcnq4 2465 -1665
Kcnq5 1713 -4356





REACTOME_PRE_NOTCH_TRANSCRIPTION_AND_TRANSLATION

REACTOME_PRE_NOTCH_TRANSCRIPTION_AND_TRANSLATION
metric value
setSize 18
pMANOVA 0.0144
p.adjustMANOVA 0.0657
s.dist 0.392
s.Sed -0.359
s.Ex -0.158
p.Sed 0.00833
p.Ex 0.247




Top 20 genes
Gene Sed Ex
Tnrc6c -3631 -4107
E2f3 -3576 -4007
Notch4 -3632 -3316
Notch3 -3341 -3410
Tnrc6a -2707 -3203
Snw1 -2821 -1118
Crebbp -975 -2795

Click HERE to show all gene set members

All member genes
Sed Ex
Ccnd1 -3922 747
Crebbp -975 -2795
E2f3 -3576 -4007
Ep300 586 -3268
Jun 2796 -3836
Kat2a -2011 3201
Kat2b 3145 617
Maml1 1177 2625
Notch2 -3892 3451
Notch3 -3341 -3410
Notch4 -3632 -3316
Rbpj -337 841
Snw1 -2821 -1118
Tfdp1 -634 2720
Tnrc6a -2707 -3203
Tnrc6b 27 1146
Tnrc6c -3631 -4107
Trp53 -2688 523





REACTOME_INFLUENZA_LIFE_CYCLE

REACTOME_INFLUENZA_LIFE_CYCLE
metric value
setSize 113
pMANOVA 2.35e-11
p.adjustMANOVA 1.34e-09
s.dist 0.387
s.Sed -0.331
s.Ex 0.201
p.Sed 1.39e-09
p.Ex 0.000243




Top 20 genes
Gene Sed Ex
Rpl37a -3905 4049
Rpl5 -3992 3942
Rps4x -4218 3694
Rps20 -3688 3874
Rps13 -3562 3659
Rps26 -3327 3699
Rpl18a -4096 2967
Rpsa -3512 3186
Rae1 -3082 3604
Rps14 -2630 4064
Polr2a -3855 2581
Rplp2 -3371 2764
Rps8 -3862 2318
Rpl14 -3324 2450
Rps15a -3210 2480
Nup85 -1720 4367
Calr -3917 1891
Nup43 -1940 3720
Rplp0 -3918 1684
Rpl10a -1820 3571

Click HERE to show all gene set members

All member genes
Sed Ex
Calr -3917.0 1891.0
Canx -3475.0 -2410.0
Clta -1071.0 3072.0
Cltc -328.0 1695.0
Dnajc3 820.0 156.0
Grsf1 4037.0 -4249.0
Gtf2f1 433.0 1152.0
Gtf2f2 -2108.0 2244.0
Hsp90aa1 2556.0 -4071.0
Hspa1b 3993.0 -3818.0
Ipo5 1761.0 -2131.0
Kpna1 1548.0 2894.0
Kpnb1 -1661.0 2964.0
Nup107 -2461.0 1815.0
Nup133 -2815.0 441.0
Nup153 -463.0 -2958.0
Nup155 -2112.0 -241.0
Nup188 -260.0 2455.0
Nup205 -1565.0 1387.0
Nup210 77.0 182.0
Nup214 858.0 -373.0
Nup35 1071.0 -287.0
Nup37 2614.0 1375.0
Nup43 -1940.0 3720.0
Nup54 -2606.0 -3183.0
Nup62 2772.0 3349.0
Nup85 -1720.0 4367.0
Nup88 -1021.0 937.0
Nup93 -793.0 4409.0
Nupl2 3262.0 589.0
Polr2a -3855.0 2581.0
Polr2b -2692.0 -708.0
Polr2c -822.0 -1229.0
Polr2d 2414.0 2119.0
Polr2e -2634.0 -284.0
Polr2f -2832.0 -1959.0
Polr2g -3118.0 1690.0
Polr2h -3127.0 -2058.0
Polr2i 2901.0 -2456.0
Polr2j -2391.0 -1032.0
Polr2k 3087.0 -1180.0
Polr2l 1477.0 4132.0
Pom121 3596.0 85.0
Rae1 -3082.0 3604.0
Ran -1376.0 2014.0
Ranbp2 2885.0 764.0
Rpl10a -1820.0 3571.0
Rpl11 -4233.0 1016.0
Rpl12 -4366.0 281.0
Rpl13 -2635.0 1005.0
Rpl14 -3324.0 2450.0
Rpl15 -2235.0 682.0
Rpl18 -2154.0 673.0
Rpl18a -4096.0 2967.0
Rpl19 -1550.0 1822.0
Rpl22 -2022.0 -1577.0
Rpl23 -3192.0 -63.0
Rpl23a -1746.0 -1151.0
Rpl24 1967.0 -1516.0
Rpl26 -2917.0 1295.0
Rpl27-ps3 997.5 -4491.5
Rpl27a -740.0 3469.0
Rpl28 -3311.0 384.0
Rpl29 -1496.0 1580.0
Rpl3 -4399.0 641.0
Rpl30 -3898.0 753.0
Rpl32 -2024.0 -114.0
Rpl34 -1828.0 264.0
Rpl35 -255.0 944.0
Rpl36al -378.0 -968.0
Rpl37 -855.0 -3821.0
Rpl37a -3905.0 4049.0
Rpl38 -3823.0 685.0
Rpl39 1968.0 -908.0
Rpl3l 3961.0 -1994.0
Rpl4 -2331.0 1640.0
Rpl41 -550.0 688.0
Rpl5 -3992.0 3942.0
Rpl6 -3716.0 935.0
Rpl8 -3895.0 1539.0
Rplp0 -3918.0 1684.0
Rplp1 -388.0 3710.0
Rplp2 -3371.0 2764.0
Rps11 -2961.0 37.0
Rps13 -3562.0 3659.0
Rps14 -2630.0 4064.0
Rps15a -3210.0 2480.0
Rps16 -3737.0 417.0
Rps17 718.0 3046.0
Rps18 -4174.0 -2157.0
Rps19 -980.0 2899.0
Rps20 -3688.0 3874.0
Rps21 -161.0 1078.0
Rps23 -3757.0 817.0
Rps24 -3792.0 195.0
Rps25 -3437.0 1296.0
Rps26 -3327.0 3699.0
Rps27 -441.0 2984.0
Rps27a -405.0 3577.0
Rps29 4565.0 1750.0
Rps3 -4328.0 558.0
Rps3a1 -3863.0 1143.0
Rps4x -4218.0 3694.0
Rps5 -2098.0 982.0
Rps6 -4242.0 -1590.0
Rps7 -4205.0 -2011.0
Rps8 -3862.0 2318.0
Rps9 -3991.0 1585.0
Rpsa -3512.0 3186.0
Seh1l 4084.0 2854.0
Tpr 2551.0 -101.0
Uba52 4493.0 4487.0
Xpo1 -511.0 -17.0





REACTOME_BASE_EXCISION_REPAIR

REACTOME_BASE_EXCISION_REPAIR
metric value
setSize 12
pMANOVA 0.0775
p.adjustMANOVA 0.21
s.dist 0.381
s.Sed -0.346
s.Ex 0.159
p.Sed 0.0378
p.Ex 0.339




Top 20 genes
Gene Sed Ex
Apex1 -3885 3120
Pold1 -4294 2494
Pold3 -3598 2190
Mpg -2758 2582
Pold4 -2369 2041
Pcna -2359 1282
Xrcc1 -1987 1422

Click HERE to show all gene set members

All member genes
Sed Ex
Apex1 -3885 3120
Lig3 -1085 -3448
Mpg -2758 2582
Pcna -2359 1282
Polb 4513 -2567
Pold1 -4294 2494
Pold2 2846 -572
Pold3 -3598 2190
Pold4 -2369 2041
Smug1 1758 3503
Tdg -3698 -3260
Xrcc1 -1987 1422





REACTOME_ACTIVATED_AMPK_STIMULATES_FATTY_ACID_OXIDATION_IN_MUSCLE

REACTOME_ACTIVATED_AMPK_STIMULATES_FATTY_ACID_OXIDATION_IN_MUSCLE
metric value
setSize 18
pMANOVA 0.0235
p.adjustMANOVA 0.0933
s.dist 0.378
s.Sed 0.314
s.Ex -0.211
p.Sed 0.0212
p.Ex 0.122




Top 20 genes
Gene Sed Ex
Slc25a20 4547 -4271
Acsl1 4275 -4509
Cpt1b 2789 -4606
Stradb 2780 -3476
Cpt2 3977 -2125
Acacb 1847 -2450
Prkag2 567 -4239
Cab39 4401 -511
Prkaa2 3807 -450

Click HERE to show all gene set members

All member genes
Sed Ex
Acacb 1847 -2450
Acsl1 4275 -4509
Cab39 4401 -511
Cab39l 1421 92
Cpt1a -2162 569
Cpt1b 2789 -4606
Cpt2 3977 -2125
Prkaa1 159 1629
Prkaa2 3807 -450
Prkab1 -3742 -4535
Prkab2 2749 2414
Prkag1 -1161 546
Prkag2 567 -4239
Prkag3 -1992 4327
Slc25a20 4547 -4271
Stk11 2379 1276
Strada 2905 2710
Stradb 2780 -3476





REACTOME_TRAF6_MEDIATED_NFKB_ACTIVATION

REACTOME_TRAF6_MEDIATED_NFKB_ACTIVATION
metric value
setSize 13
pMANOVA 0.0574
p.adjustMANOVA 0.182
s.dist 0.378
s.Sed -0.315
s.Ex -0.209
p.Sed 0.0494
p.Ex 0.192




Top 20 genes
Gene Sed Ex
Rela -2929 -2946
Map3k1 -4003 -1333
Ikbkb -3931 -1132
Nfkbia -2039 -1690
Nfkb2 -860 -3506
Trim25 -972 -2030

Click HERE to show all gene set members

All member genes
Sed Ex
App -2516 816
Chuk -1520 4219
Ikbkb -3931 -1132
Ikbkg 1260 -718
Map3k1 -4003 -1333
Mavs 3824 -3416
Nfkb2 -860 -3506
Nfkbia -2039 -1690
Nfkbib -445 1487
Rela -2929 -2946
Traf2 1048 -2451
Traf6 -3347 76
Trim25 -972 -2030





REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC

REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC
metric value
setSize 13
pMANOVA 0.0702
p.adjustMANOVA 0.201
s.dist 0.374
s.Sed -0.227
s.Ex 0.298
p.Sed 0.157
p.Ex 0.0629




Top 20 genes
Gene Sed Ex
Tubb2a -3731 3520
Cct7 -1881 2889
Cct5 -1218 2840
Cct8 -1874 1242
Tcp1 -1039 1460
Cct3 -602 962

Click HERE to show all gene set members

All member genes
Sed Ex
Cct2 -3235 -4135
Cct3 -602 962
Cct4 -1684 -353
Cct5 -1218 2840
Cct7 -1881 2889
Cct8 -1874 1242
Tcp1 -1039 1460
Tuba1a 1690 2016
Tuba1b -4012 -2043
Tuba4a 2035 3073
Tubb2a -3731 3520
Tubb4b 3975 4301
Tubb6 444 2078





REACTOME_RAP1_SIGNALLING

REACTOME_RAP1_SIGNALLING
metric value
setSize 12
pMANOVA 0.0829
p.adjustMANOVA 0.213
s.dist 0.372
s.Sed -0.372
s.Ex -0.00799
p.Sed 0.0258
p.Ex 0.962




Top 20 genes
Gene Sed Ex
Rap1gap -2729 -3079
Rapgef3 -2174 -1853
Rasgrp2 -4360 -733

Click HERE to show all gene set members

All member genes
Sed Ex
Prkaca 1010 -2905
Prkacb -4104 545
Prkg1 4738 -4380
Raf1 4047 1767
Rap1a -813 783
Rap1b -3629 3359
Rap1gap -2729 -3079
Rap1gap2 -1864 4325
Rapgef3 -2174 -1853
Rasgrp2 -4360 -733
Sipa1 -4113 1204
Ywhab -4334 470





REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT

REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT
metric value
setSize 42
pMANOVA 0.000229
p.adjustMANOVA 0.00353
s.dist 0.37
s.Sed 0.326
s.Ex -0.175
p.Sed 0.000264
p.Ex 0.0496




Top 20 genes
Gene Sed Ex
Timm8a1 3995 -4605
Timm17a 4538 -3445
Tomm5 4312 -2590
Slc25a12 2630 -3646
Hspa9 3438 -2272
Hspd1 1476 -4332
Timm44 2857 -2182
Timm50 1652 -3633
Cs 1819 -3152
Vdac1 3661 -1399
Tomm20 2240 -1936
Idh3g 2624 -1177
Pmpca 1438 -1902
Ldhd 641 -3817
Slc25a4 4299 -469
Atp5g1 3844 -451
Grpel1 1373 -217

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 3944 553
Atp5a1 2863 945
Atp5b 3950 766
Atp5g1 3844 -451
Bcs1l -1850 -1115
Coq2 -1767 1007
Cs 1819 -3152
Cyc1 1453 2753
Dnajc19 906 1561
Fxn -4100 -2601
Gfer 4779 197
Grpel1 1373 -217
Grpel2 4678 1348
Hscb -537 -4534
Hspa9 3438 -2272
Hspd1 1476 -4332
Idh3g 2624 -1177
Ldhd 641 -3817
Mtx1 -989 19
Mtx2 2334 54
Pmpca 1438 -1902
Pmpcb 2569 3035
Samm50 3539 3259
Slc25a12 2630 -3646
Slc25a4 4299 -469
Timm10 -1805 -4112
Timm13 -1751 1521
Timm17a 4538 -3445
Timm17b -2850 1378
Timm22 827 392
Timm23 3113 4070
Timm44 2857 -2182
Timm50 1652 -3633
Timm8a1 3995 -4605
Timm8b -3760 -4483
Timm9 -1291 -1863
Tomm20 2240 -1936
Tomm22 3923 1505
Tomm40 1285 1205
Tomm5 4312 -2590
Tomm7 4768 244
Vdac1 3661 -1399





REACTOME_REGULATION_OF_ORNITHINE_DECARBOXYLASE_ODC

REACTOME_REGULATION_OF_ORNITHINE_DECARBOXYLASE_ODC
metric value
setSize 43
pMANOVA 0.000126
p.adjustMANOVA 0.00222
s.dist 0.368
s.Sed 0.277
s.Ex 0.242
p.Sed 0.00166
p.Ex 0.00602




Top 20 genes
Gene Sed Ex
Psmc3 4043 4412
Odc1 4483 3897
Oaz1 3544 3218
Psmd8 2925 3846
Psmd7 2763 3966
Psmd14 3743 2751
Psmd12 4534 2238
Psmf1 1960 4419
Psmb5 2531 3233
Psme4 2895 2464
Psmd1 2083 3084
Psma3 3334 1849
Psmd6 2457 2159
Psmc1 1825 2519
Psmb7 4039 1027
Psmd5 3517 1017
Psmb6 1292 2733
Psmd4 1315 2386
Nqo1 735 4194
Psmd3 1457 1377

Click HERE to show all gene set members

All member genes
Sed Ex
Azin1 4497 -1303
Nqo1 735 4194
Oaz1 3544 3218
Oaz2 3949 -3149
Odc1 4483 3897
Psma1 -355 -937
Psma2 2956 -3526
Psma3 3334 1849
Psma4 -594 2849
Psma5 -986 2233
Psma6 327 -773
Psma7 443 -2813
Psmb1 -418 878
Psmb10 -768 -1686
Psmb2 -2028 794
Psmb3 2776 -2638
Psmb4 162 -1714
Psmb5 2531 3233
Psmb6 1292 2733
Psmb7 4039 1027
Psmc1 1825 2519
Psmc2 -234 363
Psmc3 4043 4412
Psmc4 587 1675
Psmc5 67 4343
Psmc6 -1202 -2652
Psmd1 2083 3084
Psmd10 -3724 388
Psmd11 3384 -2530
Psmd12 4534 2238
Psmd13 378 4002
Psmd14 3743 2751
Psmd2 1317 597
Psmd3 1457 1377
Psmd4 1315 2386
Psmd5 3517 1017
Psmd6 2457 2159
Psmd7 2763 3966
Psmd8 2925 3846
Psmd9 959 509
Psme1 -3764 -3872
Psme4 2895 2464
Psmf1 1960 4419





REACTOME_INTEGRIN_ALPHAIIB_BETA3_SIGNALING

REACTOME_INTEGRIN_ALPHAIIB_BETA3_SIGNALING
metric value
setSize 17
pMANOVA 0.0288
p.adjustMANOVA 0.108
s.dist 0.368
s.Sed -0.297
s.Ex -0.217
p.Sed 0.034
p.Ex 0.121




Top 20 genes
Gene Sed Ex
Akt1 -3296 -2715
Pdpk1 -1738 -4479
Grb2 -3740 -2002
Vwf -2747 -2699
Tln1 -1603 -2704
Rapgef3 -2174 -1853
Rasgrp2 -4360 -733
Csk -4434 -100

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3296 -2715
Bcar1 4203 2572
Crk 2827 -1194
Csk -4434 -100
Fn1 3301 -2223
Grb2 -3740 -2002
Pdpk1 -1738 -4479
Ptk2 3456 -1465
Ptpn1 -3673 1735
Rap1a -813 783
Rap1b -3629 3359
Rapgef3 -2174 -1853
Rasgrp2 -4360 -733
Shc1 -2560 689
Sos1 893 -4117
Tln1 -1603 -2704
Vwf -2747 -2699





REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR

REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR
metric value
setSize 10
pMANOVA 0.13
p.adjustMANOVA 0.291
s.dist 0.364
s.Sed -0.206
s.Ex -0.3
p.Sed 0.261
p.Ex 0.1




Top 20 genes
Gene Sed Ex
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gnb1 -763 -1610
Gnaq -719 -963

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 1005 -3655
Gna13 2526 1340
Gnaq -719 -963
Gnb1 -763 -1610
Gnb2 -2285 297
Gnb4 -3440 -4494
Gnb5 -1086 -4561
Gng11 -1300 704
Gng12 -2757 2876
Gng5 1229 -3874





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

sessionInfo()
## R version 4.2.1 (2022-06-23)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 22.04.1 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so
## 
## 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] stats4    stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] plyr_1.8.7                  pkgload_1.3.0              
##  [3] GGally_2.1.2                gtools_3.9.2.2             
##  [5] echarts4r_0.4.4             beeswarm_0.4.0             
##  [7] vioplot_0.3.7               sm_2.2-5.7                 
##  [9] kableExtra_1.3.4            topconfects_1.12.0         
## [11] limma_3.52.1                eulerr_6.1.1               
## [13] mitch_1.8.0                 MASS_7.3-58                
## [15] fgsea_1.22.0                gplots_3.1.3               
## [17] DESeq2_1.36.0               SummarizedExperiment_1.26.1
## [19] Biobase_2.56.0              MatrixGenerics_1.8.0       
## [21] matrixStats_0.62.0          GenomicRanges_1.48.0       
## [23] GenomeInfoDb_1.32.2         IRanges_2.30.0             
## [25] S4Vectors_0.34.0            BiocGenerics_0.42.0        
## [27] reshape2_1.4.4              forcats_0.5.1              
## [29] stringr_1.4.0               dplyr_1.0.9                
## [31] purrr_0.3.4                 readr_2.1.2                
## [33] tidyr_1.2.0                 tibble_3.1.7               
## [35] ggplot2_3.3.6               tidyverse_1.3.1            
## [37] zoo_1.8-10                 
## 
## loaded via a namespace (and not attached):
##   [1] readxl_1.4.0           backports_1.4.1        fastmatch_1.1-3       
##   [4] systemfonts_1.0.4      splines_4.2.1          BiocParallel_1.30.3   
##   [7] digest_0.6.29          htmltools_0.5.2        fansi_1.0.3           
##  [10] magrittr_2.0.3         memoise_2.0.1          tzdb_0.3.0            
##  [13] Biostrings_2.64.0      annotate_1.74.0        modelr_0.1.8          
##  [16] svglite_2.1.0          prettyunits_1.1.1      colorspace_2.0-3      
##  [19] blob_1.2.3             rvest_1.0.2            haven_2.5.0           
##  [22] xfun_0.31              crayon_1.5.1           RCurl_1.98-1.7        
##  [25] jsonlite_1.8.0         genefilter_1.78.0      survival_3.4-0        
##  [28] glue_1.6.2             gtable_0.3.0           zlibbioc_1.42.0       
##  [31] XVector_0.36.0         webshot_0.5.3          DelayedArray_0.22.0   
##  [34] scales_1.2.0           DBI_1.1.3              Rcpp_1.0.8.3          
##  [37] viridisLite_0.4.0      xtable_1.8-4           progress_1.2.2        
##  [40] bit_4.0.4              htmlwidgets_1.5.4      httr_1.4.3            
##  [43] RColorBrewer_1.1-3     ellipsis_0.3.2         pkgconfig_2.0.3       
##  [46] reshape_0.8.9          XML_3.99-0.10          farver_2.1.0          
##  [49] sass_0.4.1             dbplyr_2.2.1           locfit_1.5-9.5        
##  [52] utf8_1.2.2             tidyselect_1.1.2       labeling_0.4.2        
##  [55] rlang_1.0.3            later_1.3.0            AnnotationDbi_1.58.0  
##  [58] munsell_0.5.0          cellranger_1.1.0       tools_4.2.1           
##  [61] cachem_1.0.6           cli_3.3.0              generics_0.1.2        
##  [64] RSQLite_2.2.14         broom_0.8.0            evaluate_0.15         
##  [67] fastmap_1.1.0          yaml_2.3.5             knitr_1.39            
##  [70] bit64_4.0.5            fs_1.5.2               caTools_1.18.2        
##  [73] KEGGREST_1.36.2        mime_0.12              xml2_1.3.3            
##  [76] compiler_4.2.1         rstudioapi_0.13        png_0.1-7             
##  [79] reprex_2.0.1           geneplotter_1.74.0     bslib_0.3.1           
##  [82] stringi_1.7.6          highr_0.9              lattice_0.20-45       
##  [85] Matrix_1.4-1           vctrs_0.4.1            pillar_1.7.0          
##  [88] lifecycle_1.0.1        jquerylib_0.1.4        data.table_1.14.2     
##  [91] bitops_1.0-7           httpuv_1.6.5           R6_2.5.1              
##  [94] promises_1.2.0.1       KernSmooth_2.23-20     gridExtra_2.3         
##  [97] codetools_0.2-18       assertthat_0.2.1       withr_2.5.0           
## [100] GenomeInfoDbData_1.2.8 parallel_4.2.1         hms_1.1.1             
## [103] grid_4.2.1             rmarkdown_2.14         shiny_1.7.1           
## [106] lubridate_1.8.0

END of report