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 -0.68382677 -0.5935749
## 0610009L18Rik  0.56527326  0.2161104
## 0610010K14Rik  0.66424429 -0.1134635
## 0610012G03Rik -0.18505314 -0.3269221
## 0610030E20Rik -0.38884282 -0.0645616
## 0610040J01Rik  0.04555983 -1.2938364
Here are some metrics about the input data profile:
Profile metrics
Profile metrics
num_genes_in_profile 9164
duplicated_genes_present 0
num_profile_genes_in_sets 2714
num_profile_genes_not_in_sets 6450
profile_pearson_correl 0.0771
profile_spearman_correl 0.0351

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 219
num_genesets_included 455

Gene sets by quadrant


Number of significant gene sets (FDR<0.05)= 30

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 FORMATION OF ATP BY CHEMIOSMOTIC COUPLING 12 1.23e-10 8.01e-09 1.110 0.55500 -0.9590 8.73e-04 8.71e-09
REACTOME CITRIC ACID CYCLE TCA CYCLE 19 5.10e-13 4.64e-11 0.983 0.39100 -0.9020 3.15e-03 9.83e-12
REACTOME RESPIRATORY ELECTRON TRANSPORT 59 1.01e-31 1.54e-29 0.893 0.11800 -0.8850 1.16e-01 4.99e-32
REACTOME RESPIRATORY ELECTRON TRANSPORT ATP SYNTHESIS BY CHEMIOSMOTIC COUPLING AND HEAT PRODUCTION BY UNCOUPLING PROTEINS 73 1.81e-38 4.12e-36 0.883 0.18900 -0.8630 5.33e-03 2.31e-37
REACTOME TCA CYCLE AND RESPIRATORY ELECTRON TRANSPORT 107 3.05e-52 1.39e-49 0.852 0.20300 -0.8270 2.97e-04 1.04e-49
REACTOME MITOCHONDRIAL FATTY ACID BETA OXIDATION 13 2.72e-06 1.24e-04 0.801 0.29300 -0.7450 6.77e-02 3.27e-06
REACTOME PYRUVATE METABOLISM AND CITRIC ACID TCA CYCLE 38 6.77e-17 7.70e-15 0.800 0.25000 -0.7600 7.82e-03 5.17e-16
REACTOME GLYCOGEN BREAKDOWN GLYCOGENOLYSIS 11 7.58e-05 2.15e-03 0.771 0.61300 0.4680 4.30e-04 7.25e-03
REACTOME COMPLEMENT CASCADE 11 1.12e-04 3.01e-03 0.729 -0.50500 0.5260 3.73e-03 2.51e-03
REACTOME NCAM1 INTERACTIONS 16 5.25e-06 2.17e-04 0.706 -0.15000 0.6900 3.00e-01 1.74e-06
REACTOME REGULATION OF PYRUVATE DEHYDROGENASE PDH COMPLEX 11 4.18e-04 8.65e-03 0.682 0.12800 -0.6700 4.64e-01 1.19e-04
REACTOME MITOCHONDRIAL PROTEIN IMPORT 42 7.29e-13 5.53e-11 0.662 0.12700 -0.6500 1.56e-01 3.21e-13
REACTOME EXTRACELLULAR MATRIX ORGANIZATION 32 7.87e-10 4.48e-08 0.653 -0.24500 0.6050 1.66e-02 3.11e-09
REACTOME PYRUVATE METABOLISM 16 6.86e-05 2.08e-03 0.627 0.14900 -0.6090 3.02e-01 2.48e-05
REACTOME COLLAGEN FORMATION 27 1.86e-07 9.39e-06 0.612 -0.21200 0.5740 5.71e-02 2.45e-07
REACTOME GLUCONEOGENESIS 18 3.36e-05 1.18e-03 0.610 0.56100 -0.2400 3.84e-05 7.78e-02
REACTOME ADP SIGNALLING THROUGH P2RY1 11 7.54e-03 8.37e-02 0.550 -0.16400 -0.5250 3.45e-01 2.60e-03
REACTOME THROMBOXANE SIGNALLING THROUGH TP RECEPTOR 10 1.61e-02 1.59e-01 0.532 -0.24500 -0.4720 1.79e-01 9.70e-03
REACTOME G BETA GAMMA SIGNALLING THROUGH PI3KGAMMA 11 1.75e-02 1.68e-01 0.501 -0.17400 -0.4700 3.18e-01 7.00e-03
REACTOME BRANCHED CHAIN AMINO ACID CATABOLISM 16 3.84e-03 5.45e-02 0.483 -0.04120 -0.4810 7.76e-01 8.64e-04
REACTOME HORMONE SENSITIVE LIPASE HSL MEDIATED TRIACYLGLYCEROL HYDROLYSIS 10 3.37e-02 2.38e-01 0.481 -0.45100 -0.1670 1.36e-02 3.59e-01
REACTOME SIGNAL ATTENUATION 10 2.97e-02 2.33e-01 0.477 -0.41700 0.2320 2.25e-02 2.04e-01
REACTOME INHIBITION OF INSULIN SECRETION BY ADRENALINE NORADRENALINE 10 3.40e-02 2.38e-01 0.475 0.00166 -0.4750 9.93e-01 9.37e-03
REACTOME AMINO ACID TRANSPORT ACROSS THE PLASMA MEMBRANE 13 1.85e-02 1.69e-01 0.460 0.35100 0.2970 2.84e-02 6.34e-02
REACTOME G PROTEIN BETA GAMMA SIGNALLING 12 3.07e-02 2.33e-01 0.447 -0.21000 -0.3940 2.07e-01 1.82e-02
REACTOME INTEGRIN ALPHAIIB BETA3 SIGNALING 17 5.77e-03 7.02e-02 0.445 -0.42600 0.1300 2.37e-03 3.54e-01
REACTOME PLATELET AGGREGATION PLUG FORMATION 18 6.02e-03 7.02e-02 0.432 -0.42000 0.0999 2.04e-03 4.64e-01
REACTOME CHONDROITIN SULFATE DERMATAN SULFATE METABOLISM 20 3.45e-03 5.07e-02 0.428 -0.25100 0.3470 5.24e-02 7.33e-03
REACTOME AMINO ACID AND OLIGOPEPTIDE SLC TRANSPORTERS 15 1.97e-02 1.72e-01 0.425 0.33300 0.2640 2.55e-02 7.67e-02
REACTOME SIGNAL AMPLIFICATION 14 3.18e-02 2.33e-01 0.410 -0.15700 -0.3790 3.11e-01 1.40e-02
REACTOME SPRY REGULATION OF FGF SIGNALING 12 4.79e-02 3.07e-01 0.410 -0.40900 0.0272 1.42e-02 8.71e-01
REACTOME AQUAPORIN MEDIATED TRANSPORT 20 5.97e-03 7.02e-02 0.409 0.13300 -0.3870 3.05e-01 2.76e-03
REACTOME REGULATION OF WATER BALANCE BY RENAL AQUAPORINS 20 5.97e-03 7.02e-02 0.409 0.13300 -0.3870 3.05e-01 2.76e-03
REACTOME DCC MEDIATED ATTRACTIVE SIGNALING 10 8.93e-02 4.58e-01 0.405 -0.38700 -0.1220 3.43e-02 5.03e-01
REACTOME KERATAN SULFATE KERATIN METABOLISM 14 3.13e-02 2.33e-01 0.405 -0.03890 0.4030 8.01e-01 9.07e-03
REACTOME METABOLISM OF PORPHYRINS 11 6.13e-02 3.72e-01 0.404 0.27800 -0.2930 1.10e-01 9.21e-02
REACTOME HS GAG DEGRADATION 10 9.63e-02 4.72e-01 0.396 0.02670 0.3950 8.84e-01 3.06e-02
REACTOME GPVI MEDIATED ACTIVATION CASCADE 16 2.26e-02 1.83e-01 0.395 -0.39000 0.0666 7.00e-03 6.45e-01
REACTOME KERATAN SULFATE BIOSYNTHESIS 11 7.57e-02 4.22e-01 0.393 -0.06290 0.3880 7.18e-01 2.58e-02
REACTOME GLUCAGON SIGNALING IN METABOLIC REGULATION 15 3.30e-02 2.38e-01 0.384 0.18300 -0.3370 2.19e-01 2.38e-02
REACTOME G PROTEIN ACTIVATION 10 1.14e-01 4.98e-01 0.380 0.00870 -0.3800 9.62e-01 3.74e-02
REACTOME A TETRASACCHARIDE LINKER SEQUENCE IS REQUIRED FOR GAG SYNTHESIS 13 5.51e-02 3.48e-01 0.379 -0.25400 0.2810 1.13e-01 7.93e-02
REACTOME NEGATIVE REGULATION OF FGFR SIGNALING 16 3.58e-02 2.43e-01 0.372 -0.37100 0.0272 1.03e-02 8.50e-01
REACTOME THROMBIN SIGNALLING THROUGH PROTEINASE ACTIVATED RECEPTORS PARS 14 6.76e-02 4.01e-01 0.364 -0.20300 -0.3020 1.88e-01 5.03e-02
REACTOME DOUBLE STRAND BREAK REPAIR 12 1.07e-01 4.84e-01 0.358 0.30100 0.1940 7.08e-02 2.45e-01
REACTOME INTEGRIN CELL SURFACE INTERACTIONS 40 4.07e-04 8.65e-03 0.355 -0.28000 0.2180 2.20e-03 1.69e-02
REACTOME METABOLISM OF POLYAMINES 11 1.22e-01 5.10e-01 0.354 0.34300 -0.0866 4.88e-02 6.19e-01
REACTOME GLUCOSE METABOLISM 43 3.31e-04 7.53e-03 0.352 0.35000 -0.0338 7.21e-05 7.02e-01
REACTOME PURINE RIBONUCLEOSIDE MONOPHOSPHATE BIOSYNTHESIS 11 1.26e-01 5.17e-01 0.351 0.34100 -0.0844 5.02e-02 6.28e-01
REACTOME ACTIVATION OF KAINATE RECEPTORS UPON GLUTAMATE BINDING 10 1.54e-01 5.55e-01 0.351 0.07420 -0.3430 6.85e-01 6.08e-02


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 FORMATION OF ATP BY CHEMIOSMOTIC COUPLING 12 1.23e-10 8.01e-09 1.11000 5.55e-01 -0.959000 8.73e-04 8.71e-09
REACTOME CITRIC ACID CYCLE TCA CYCLE 19 5.10e-13 4.64e-11 0.98300 3.91e-01 -0.902000 3.15e-03 9.83e-12
REACTOME RESPIRATORY ELECTRON TRANSPORT 59 1.01e-31 1.54e-29 0.89300 1.18e-01 -0.885000 1.16e-01 4.99e-32
REACTOME RESPIRATORY ELECTRON TRANSPORT ATP SYNTHESIS BY CHEMIOSMOTIC COUPLING AND HEAT PRODUCTION BY UNCOUPLING PROTEINS 73 1.81e-38 4.12e-36 0.88300 1.89e-01 -0.863000 5.33e-03 2.31e-37
REACTOME TCA CYCLE AND RESPIRATORY ELECTRON TRANSPORT 107 3.05e-52 1.39e-49 0.85200 2.03e-01 -0.827000 2.97e-04 1.04e-49
REACTOME MITOCHONDRIAL FATTY ACID BETA OXIDATION 13 2.72e-06 1.24e-04 0.80100 2.93e-01 -0.745000 6.77e-02 3.27e-06
REACTOME PYRUVATE METABOLISM AND CITRIC ACID TCA CYCLE 38 6.77e-17 7.70e-15 0.80000 2.50e-01 -0.760000 7.82e-03 5.17e-16
REACTOME GLYCOGEN BREAKDOWN GLYCOGENOLYSIS 11 7.58e-05 2.15e-03 0.77100 6.13e-01 0.468000 4.30e-04 7.25e-03
REACTOME COMPLEMENT CASCADE 11 1.12e-04 3.01e-03 0.72900 -5.05e-01 0.526000 3.73e-03 2.51e-03
REACTOME NCAM1 INTERACTIONS 16 5.25e-06 2.17e-04 0.70600 -1.50e-01 0.690000 3.00e-01 1.74e-06
REACTOME REGULATION OF PYRUVATE DEHYDROGENASE PDH COMPLEX 11 4.18e-04 8.65e-03 0.68200 1.28e-01 -0.670000 4.64e-01 1.19e-04
REACTOME MITOCHONDRIAL PROTEIN IMPORT 42 7.29e-13 5.53e-11 0.66200 1.27e-01 -0.650000 1.56e-01 3.21e-13
REACTOME EXTRACELLULAR MATRIX ORGANIZATION 32 7.87e-10 4.48e-08 0.65300 -2.45e-01 0.605000 1.66e-02 3.11e-09
REACTOME PYRUVATE METABOLISM 16 6.86e-05 2.08e-03 0.62700 1.49e-01 -0.609000 3.02e-01 2.48e-05
REACTOME COLLAGEN FORMATION 27 1.86e-07 9.39e-06 0.61200 -2.12e-01 0.574000 5.71e-02 2.45e-07
REACTOME GLUCONEOGENESIS 18 3.36e-05 1.18e-03 0.61000 5.61e-01 -0.240000 3.84e-05 7.78e-02
REACTOME ADP SIGNALLING THROUGH P2RY1 11 7.54e-03 8.37e-02 0.55000 -1.64e-01 -0.525000 3.45e-01 2.60e-03
REACTOME THROMBOXANE SIGNALLING THROUGH TP RECEPTOR 10 1.61e-02 1.59e-01 0.53200 -2.45e-01 -0.472000 1.79e-01 9.70e-03
REACTOME G BETA GAMMA SIGNALLING THROUGH PI3KGAMMA 11 1.75e-02 1.68e-01 0.50100 -1.74e-01 -0.470000 3.18e-01 7.00e-03
REACTOME BRANCHED CHAIN AMINO ACID CATABOLISM 16 3.84e-03 5.45e-02 0.48300 -4.12e-02 -0.481000 7.76e-01 8.64e-04
REACTOME HORMONE SENSITIVE LIPASE HSL MEDIATED TRIACYLGLYCEROL HYDROLYSIS 10 3.37e-02 2.38e-01 0.48100 -4.51e-01 -0.167000 1.36e-02 3.59e-01
REACTOME SIGNAL ATTENUATION 10 2.97e-02 2.33e-01 0.47700 -4.17e-01 0.232000 2.25e-02 2.04e-01
REACTOME INHIBITION OF INSULIN SECRETION BY ADRENALINE NORADRENALINE 10 3.40e-02 2.38e-01 0.47500 1.66e-03 -0.475000 9.93e-01 9.37e-03
REACTOME AMINO ACID TRANSPORT ACROSS THE PLASMA MEMBRANE 13 1.85e-02 1.69e-01 0.46000 3.51e-01 0.297000 2.84e-02 6.34e-02
REACTOME G PROTEIN BETA GAMMA SIGNALLING 12 3.07e-02 2.33e-01 0.44700 -2.10e-01 -0.394000 2.07e-01 1.82e-02
REACTOME INTEGRIN ALPHAIIB BETA3 SIGNALING 17 5.77e-03 7.02e-02 0.44500 -4.26e-01 0.130000 2.37e-03 3.54e-01
REACTOME PLATELET AGGREGATION PLUG FORMATION 18 6.02e-03 7.02e-02 0.43200 -4.20e-01 0.099900 2.04e-03 4.64e-01
REACTOME CHONDROITIN SULFATE DERMATAN SULFATE METABOLISM 20 3.45e-03 5.07e-02 0.42800 -2.51e-01 0.347000 5.24e-02 7.33e-03
REACTOME AMINO ACID AND OLIGOPEPTIDE SLC TRANSPORTERS 15 1.97e-02 1.72e-01 0.42500 3.33e-01 0.264000 2.55e-02 7.67e-02
REACTOME SIGNAL AMPLIFICATION 14 3.18e-02 2.33e-01 0.41000 -1.57e-01 -0.379000 3.11e-01 1.40e-02
REACTOME SPRY REGULATION OF FGF SIGNALING 12 4.79e-02 3.07e-01 0.41000 -4.09e-01 0.027200 1.42e-02 8.71e-01
REACTOME AQUAPORIN MEDIATED TRANSPORT 20 5.97e-03 7.02e-02 0.40900 1.33e-01 -0.387000 3.05e-01 2.76e-03
REACTOME REGULATION OF WATER BALANCE BY RENAL AQUAPORINS 20 5.97e-03 7.02e-02 0.40900 1.33e-01 -0.387000 3.05e-01 2.76e-03
REACTOME DCC MEDIATED ATTRACTIVE SIGNALING 10 8.93e-02 4.58e-01 0.40500 -3.87e-01 -0.122000 3.43e-02 5.03e-01
REACTOME KERATAN SULFATE KERATIN METABOLISM 14 3.13e-02 2.33e-01 0.40500 -3.89e-02 0.403000 8.01e-01 9.07e-03
REACTOME METABOLISM OF PORPHYRINS 11 6.13e-02 3.72e-01 0.40400 2.78e-01 -0.293000 1.10e-01 9.21e-02
REACTOME HS GAG DEGRADATION 10 9.63e-02 4.72e-01 0.39600 2.67e-02 0.395000 8.84e-01 3.06e-02
REACTOME GPVI MEDIATED ACTIVATION CASCADE 16 2.26e-02 1.83e-01 0.39500 -3.90e-01 0.066600 7.00e-03 6.45e-01
REACTOME KERATAN SULFATE BIOSYNTHESIS 11 7.57e-02 4.22e-01 0.39300 -6.29e-02 0.388000 7.18e-01 2.58e-02
REACTOME GLUCAGON SIGNALING IN METABOLIC REGULATION 15 3.30e-02 2.38e-01 0.38400 1.83e-01 -0.337000 2.19e-01 2.38e-02
REACTOME G PROTEIN ACTIVATION 10 1.14e-01 4.98e-01 0.38000 8.70e-03 -0.380000 9.62e-01 3.74e-02
REACTOME A TETRASACCHARIDE LINKER SEQUENCE IS REQUIRED FOR GAG SYNTHESIS 13 5.51e-02 3.48e-01 0.37900 -2.54e-01 0.281000 1.13e-01 7.93e-02
REACTOME NEGATIVE REGULATION OF FGFR SIGNALING 16 3.58e-02 2.43e-01 0.37200 -3.71e-01 0.027200 1.03e-02 8.50e-01
REACTOME THROMBIN SIGNALLING THROUGH PROTEINASE ACTIVATED RECEPTORS PARS 14 6.76e-02 4.01e-01 0.36400 -2.03e-01 -0.302000 1.88e-01 5.03e-02
REACTOME DOUBLE STRAND BREAK REPAIR 12 1.07e-01 4.84e-01 0.35800 3.01e-01 0.194000 7.08e-02 2.45e-01
REACTOME INTEGRIN CELL SURFACE INTERACTIONS 40 4.07e-04 8.65e-03 0.35500 -2.80e-01 0.218000 2.20e-03 1.69e-02
REACTOME METABOLISM OF POLYAMINES 11 1.22e-01 5.10e-01 0.35400 3.43e-01 -0.086600 4.88e-02 6.19e-01
REACTOME GLUCOSE METABOLISM 43 3.31e-04 7.53e-03 0.35200 3.50e-01 -0.033800 7.21e-05 7.02e-01
REACTOME PURINE RIBONUCLEOSIDE MONOPHOSPHATE BIOSYNTHESIS 11 1.26e-01 5.17e-01 0.35100 3.41e-01 -0.084400 5.02e-02 6.28e-01
REACTOME ACTIVATION OF KAINATE RECEPTORS UPON GLUTAMATE BINDING 10 1.54e-01 5.55e-01 0.35100 7.42e-02 -0.343000 6.85e-01 6.08e-02
REACTOME GLYCOSAMINOGLYCAN METABOLISM 45 2.37e-04 5.83e-03 0.35000 -5.10e-02 0.347000 5.54e-01 5.81e-05
REACTOME CTLA4 INHIBITORY SIGNALING 15 7.73e-02 4.22e-01 0.34100 -3.25e-01 -0.101000 2.91e-02 4.99e-01
REACTOME NCAM SIGNALING FOR NEURITE OUT GROWTH 35 2.22e-03 3.74e-02 0.33900 -8.23e-02 0.329000 4.00e-01 7.75e-04
REACTOME REGULATION OF SIGNALING BY CBL 13 1.17e-01 4.98e-01 0.33600 -3.08e-01 -0.135000 5.48e-02 4.00e-01
REACTOME LIPOPROTEIN METABOLISM 11 1.48e-01 5.55e-01 0.33500 -1.75e-01 0.286000 3.16e-01 1.01e-01
REACTOME HEPARAN SULFATE HEPARIN HS GAG METABOLISM 23 1.96e-02 1.72e-01 0.33300 -1.55e-01 0.295000 1.98e-01 1.45e-02
REACTOME MITOCHONDRIAL TRNA AMINOACYLATION 20 3.51e-02 2.42e-01 0.33200 3.27e-01 -0.057300 1.13e-02 6.57e-01
REACTOME GLUTATHIONE CONJUGATION 12 1.35e-01 5.43e-01 0.33200 3.28e-01 -0.050000 4.93e-02 7.65e-01
REACTOME SYNTHESIS OF PA 10 1.91e-01 6.14e-01 0.32700 1.60e-01 -0.285000 3.80e-01 1.19e-01
REACTOME STRIATED MUSCLE CONTRACTION 22 2.95e-02 2.33e-01 0.32700 1.03e-02 -0.326000 9.34e-01 8.09e-03
REACTOME FATTY ACYL COA BIOSYNTHESIS 10 1.95e-01 6.14e-01 0.32500 -2.29e-01 0.230000 2.09e-01 2.09e-01
REACTOME SIGNALING BY NODAL 11 1.98e-01 6.14e-01 0.31500 5.84e-02 0.310000 7.37e-01 7.55e-02
REACTOME RNA POL I TRANSCRIPTION TERMINATION 19 5.61e-02 3.49e-01 0.31400 2.94e-01 -0.111000 2.64e-02 4.03e-01
REACTOME LIPID DIGESTION MOBILIZATION AND TRANSPORT 21 4.26e-02 2.77e-01 0.31400 -3.06e-01 0.070000 1.51e-02 5.79e-01
REACTOME TIE2 SIGNALING 13 1.56e-01 5.55e-01 0.31400 -2.63e-01 -0.171000 1.01e-01 2.86e-01
REACTOME POST CHAPERONIN TUBULIN FOLDING PATHWAY 11 1.89e-01 6.14e-01 0.31300 -2.77e-01 0.146000 1.11e-01 4.02e-01
REACTOME BMAL1 CLOCK NPAS2 ACTIVATES CIRCADIAN EXPRESSION 28 2.14e-02 1.77e-01 0.30800 2.44e-01 0.188000 2.53e-02 8.61e-02
REACTOME INFLUENZA VIRAL RNA TRANSCRIPTION AND REPLICATION 83 1.03e-05 3.92e-04 0.30700 -7.63e-02 -0.298000 2.31e-01 2.89e-06
REACTOME TRANSPORT OF VITAMINS NUCLEOSIDES AND RELATED MOLECULES 14 1.34e-01 5.43e-01 0.30400 1.98e-01 -0.231000 2.00e-01 1.34e-01
REACTOME ION CHANNEL TRANSPORT 18 8.58e-02 4.49e-01 0.30400 -2.96e-01 -0.067800 2.96e-02 6.19e-01
REACTOME SIGNALING BY NOTCH3 10 2.77e-01 7.34e-01 0.29700 -1.63e-01 -0.249000 3.73e-01 1.73e-01
REACTOME SYNTHESIS OF PIPS AT THE GOLGI MEMBRANE 14 1.68e-01 5.88e-01 0.29600 2.56e-01 0.148000 9.68e-02 3.38e-01
REACTOME PEPTIDE CHAIN ELONGATION 67 2.43e-04 5.83e-03 0.29300 -1.34e-01 -0.260000 5.90e-02 2.34e-04
REACTOME MYOGENESIS 21 6.78e-02 4.01e-01 0.29200 -2.65e-02 0.290000 8.33e-01 2.13e-02
REACTOME G ALPHA Z SIGNALLING EVENTS 20 7.32e-02 4.22e-01 0.29000 1.98e-01 -0.213000 1.26e-01 9.97e-02
REACTOME ION TRANSPORT BY P TYPE ATPASES 17 1.25e-01 5.17e-01 0.28800 -2.79e-01 -0.070800 4.64e-02 6.14e-01
REACTOME VIRAL MESSENGER RNA SYNTHESIS 14 1.72e-01 5.89e-01 0.28500 1.35e-01 -0.252000 3.83e-01 1.03e-01
REACTOME TRAFFICKING OF AMPA RECEPTORS 15 1.64e-01 5.80e-01 0.28500 5.36e-02 0.280000 7.19e-01 6.05e-02
REACTOME CLASS A1 RHODOPSIN LIKE RECEPTORS 18 1.15e-01 4.98e-01 0.28400 -2.82e-01 -0.035100 3.82e-02 7.96e-01
REACTOME PHASE1 FUNCTIONALIZATION OF COMPOUNDS 14 1.84e-01 6.14e-01 0.28300 2.98e-02 -0.281000 8.47e-01 6.84e-02
REACTOME TRNA AMINOACYLATION 39 9.08e-03 9.38e-02 0.28200 2.79e-01 -0.041700 2.56e-03 6.52e-01
REACTOME CYTOSOLIC TRNA AMINOACYLATION 22 7.54e-02 4.22e-01 0.28200 2.74e-01 0.069900 2.64e-02 5.70e-01
REACTOME REGULATION OF RHEB GTPASE ACTIVITY BY AMPK 10 3.04e-01 7.68e-01 0.28100 -3.16e-02 0.279000 8.63e-01 1.27e-01
REACTOME HS GAG BIOSYNTHESIS 14 2.12e-01 6.39e-01 0.27600 1.21e-01 0.247000 4.32e-01 1.09e-01
REACTOME ACTIVATION OF CHAPERONES BY ATF6 ALPHA 11 2.78e-01 7.34e-01 0.27500 -2.42e-01 0.130000 1.65e-01 4.56e-01
REACTOME O LINKED GLYCOSYLATION OF MUCINS 10 3.36e-01 7.95e-01 0.27400 1.68e-01 0.217000 3.57e-01 2.35e-01
REACTOME CELL SURFACE INTERACTIONS AT THE VASCULAR WALL 43 8.12e-03 8.80e-02 0.27400 -2.73e-01 -0.022700 1.94e-03 7.97e-01
REACTOME SEMA3A PAK DEPENDENT AXON REPULSION 10 3.36e-01 7.95e-01 0.27400 -2.39e-01 -0.134000 1.91e-01 4.63e-01
REACTOME FORMATION OF TUBULIN FOLDING INTERMEDIATES BY CCT TRIC 13 2.34e-01 6.86e-01 0.27300 2.73e-01 -0.005890 8.86e-02 9.71e-01
REACTOME PREFOLDIN MEDIATED TRANSFER OF SUBSTRATE TO CCT TRIC 19 1.15e-01 4.98e-01 0.27300 2.57e-01 -0.092100 5.29e-02 4.87e-01
REACTOME E2F MEDIATED REGULATION OF DNA REPLICATION 15 2.08e-01 6.36e-01 0.26900 -2.05e-01 -0.174000 1.69e-01 2.44e-01
REACTOME PEPTIDE LIGAND BINDING RECEPTORS 12 2.62e-01 7.18e-01 0.26900 -2.27e-01 0.144000 1.74e-01 3.88e-01
REACTOME EGFR DOWNREGULATION 23 8.20e-02 4.34e-01 0.26500 -1.38e-01 0.226000 2.51e-01 6.04e-02
REACTOME CELL EXTRACELLULAR MATRIX INTERACTIONS 11 3.18e-01 7.88e-01 0.26500 -2.62e-01 -0.041400 1.33e-01 8.12e-01
REACTOME OXYGEN DEPENDENT PROLINE HYDROXYLATION OF HYPOXIA INDUCIBLE FACTOR ALPHA 13 2.57e-01 7.11e-01 0.26400 1.04e-02 -0.263000 9.48e-01 1.00e-01
REACTOME GLYCOLYSIS 19 1.44e-01 5.52e-01 0.26300 2.50e-01 0.084700 5.99e-02 5.23e-01
REACTOME NEP NS2 INTERACTS WITH THE CELLULAR EXPORT MACHINERY 22 9.99e-02 4.76e-01 0.26200 -7.01e-02 0.252000 5.70e-01 4.05e-02
REACTOME MICRORNA MIRNA BIOGENESIS 18 1.49e-01 5.55e-01 0.26200 2.24e-01 -0.134000 9.97e-02 3.24e-01
REACTOME EXTENSION OF TELOMERES 13 2.55e-01 7.11e-01 0.26100 2.35e-01 -0.113000 1.42e-01 4.80e-01
REACTOME TRAF6 MEDIATED NFKB ACTIVATION 13 2.79e-01 7.34e-01 0.26000 -2.08e-01 -0.157000 1.94e-01 3.28e-01
REACTOME PROLONGED ERK ACTIVATION EVENTS 16 1.98e-01 6.14e-01 0.25900 -2.58e-01 0.023100 7.41e-02 8.73e-01
REACTOME CHOLESTEROL BIOSYNTHESIS 11 3.51e-01 7.95e-01 0.25700 -1.98e-01 -0.163000 2.56e-01 3.49e-01
REACTOME PURINE METABOLISM 25 8.95e-02 4.58e-01 0.25000 2.17e-01 -0.124000 6.05e-02 2.83e-01
REACTOME ACTIVATION OF BH3 ONLY PROTEINS 10 4.11e-01 8.04e-01 0.24800 -1.99e-01 -0.147000 2.76e-01 4.20e-01
REACTOME APOPTOTIC CLEAVAGE OF CELLULAR PROTEINS 21 1.51e-01 5.55e-01 0.24600 2.19e-02 0.245000 8.62e-01 5.23e-02
REACTOME PRE NOTCH TRANSCRIPTION AND TRANSLATION 18 1.90e-01 6.14e-01 0.24500 -8.89e-02 0.229000 5.14e-01 9.33e-02
REACTOME TRANSPORT OF RIBONUCLEOPROTEINS INTO THE HOST NUCLEUS 22 1.37e-01 5.43e-01 0.24400 -4.86e-02 0.239000 6.93e-01 5.24e-02
REACTOME PEROXISOMAL LIPID METABOLISM 16 2.50e-01 7.08e-01 0.24400 -1.01e-01 -0.222000 4.85e-01 1.25e-01
REACTOME PLATELET HOMEOSTASIS 32 5.76e-02 3.54e-01 0.24300 4.21e-02 -0.239000 6.81e-01 1.94e-02
REACTOME REGULATION OF INSULIN SECRETION BY GLUCAGON LIKE PEPTIDE1 19 1.97e-01 6.14e-01 0.23900 -2.02e-02 -0.239000 8.79e-01 7.20e-02
REACTOME ERKS ARE INACTIVATED 10 4.21e-01 8.12e-01 0.23900 -2.38e-01 0.027400 1.93e-01 8.81e-01
REACTOME CLASS B 2 SECRETIN FAMILY RECEPTORS 21 1.71e-01 5.89e-01 0.23900 -6.39e-02 -0.230000 6.12e-01 6.77e-02
REACTOME 3 UTR MEDIATED TRANSLATIONAL REGULATION 86 7.22e-04 1.31e-02 0.23900 -3.97e-02 -0.236000 5.25e-01 1.63e-04
REACTOME ENOS ACTIVATION AND REGULATION 12 3.66e-01 7.95e-01 0.23900 -2.28e-01 -0.071600 1.72e-01 6.68e-01
REACTOME SRP DEPENDENT COTRANSLATIONAL PROTEIN TARGETING TO MEMBRANE 89 6.79e-04 1.29e-02 0.23800 -1.04e-01 -0.214000 9.22e-02 4.92e-04
REACTOME MITOTIC G2 G2 M PHASES 49 1.81e-02 1.68e-01 0.23800 2.10e-01 0.110000 1.09e-02 1.83e-01
REACTOME RECRUITMENT OF MITOTIC CENTROSOME PROTEINS AND COMPLEXES 43 3.09e-02 2.33e-01 0.23600 2.07e-01 0.114000 1.92e-02 1.95e-01
REACTOME ASSOCIATION OF TRIC CCT WITH TARGET PROTEINS DURING BIOSYNTHESIS 22 1.56e-01 5.55e-01 0.23600 2.33e-01 -0.039600 5.90e-02 7.48e-01
REACTOME METAL ION SLC TRANSPORTERS 12 3.80e-01 7.95e-01 0.23600 -1.40e-01 -0.190000 4.01e-01 2.55e-01
REACTOME TAK1 ACTIVATES NFKB BY PHOSPHORYLATION AND ACTIVATION OF IKKS COMPLEX 16 2.79e-01 7.34e-01 0.23500 -1.30e-01 -0.195000 3.68e-01 1.77e-01
REACTOME RAP1 SIGNALLING 12 3.80e-01 7.95e-01 0.23400 -2.22e-01 -0.074400 1.83e-01 6.56e-01
REACTOME MHC CLASS II ANTIGEN PRESENTATION 60 9.34e-03 9.44e-02 0.23000 5.77e-02 0.223000 4.41e-01 2.85e-03
REACTOME PROCESSING OF INTRONLESS PRE MRNAS 13 3.59e-01 7.95e-01 0.23000 -1.84e-02 -0.229000 9.08e-01 1.52e-01
REACTOME MAPK TARGETS NUCLEAR EVENTS MEDIATED BY MAP KINASES 25 1.37e-01 5.43e-01 0.22900 -2.25e-01 0.040100 5.12e-02 7.29e-01
REACTOME NONSENSE MEDIATED DECAY ENHANCED BY THE EXON JUNCTION COMPLEX 85 1.56e-03 2.73e-02 0.22900 -8.90e-02 -0.211000 1.57e-01 7.98e-04
REACTOME REGULATION OF GLUCOKINASE BY GLUCOKINASE REGULATORY PROTEIN 21 1.93e-01 6.14e-01 0.22500 -1.34e-01 0.181000 2.88e-01 1.52e-01
REACTOME METABOLISM OF VITAMINS AND COFACTORS 35 7.68e-02 4.22e-01 0.22500 -1.08e-01 -0.197000 2.69e-01 4.39e-02
REACTOME SYNTHESIS OF GLYCOSYLPHOSPHATIDYLINOSITOL GPI 13 3.90e-01 7.95e-01 0.22400 -1.62e-01 -0.155000 3.13e-01 3.34e-01
REACTOME SIGNALING BY NOTCH2 10 4.85e-01 8.51e-01 0.22400 -1.52e-01 -0.164000 4.06e-01 3.69e-01
REACTOME INWARDLY RECTIFYING K CHANNELS 10 4.78e-01 8.46e-01 0.22400 -4.48e-02 -0.219000 8.06e-01 2.31e-01
REACTOME GABA B RECEPTOR ACTIVATION 13 3.73e-01 7.95e-01 0.22300 4.16e-02 -0.220000 7.95e-01 1.71e-01
REACTOME PRE NOTCH EXPRESSION AND PROCESSING 31 9.15e-02 4.63e-01 0.22300 -1.33e-01 0.179000 2.00e-01 8.42e-02
REACTOME DAG AND IP3 SIGNALING 15 3.39e-01 7.95e-01 0.22300 1.71e-01 0.143000 2.51e-01 3.37e-01
REACTOME NEPHRIN INTERACTIONS 14 3.64e-01 7.95e-01 0.22300 -1.14e-01 -0.192000 4.61e-01 2.15e-01
REACTOME JNK C JUN KINASES PHOSPHORYLATION AND ACTIVATION MEDIATED BY ACTIVATED HUMAN TAK1 13 3.94e-01 7.95e-01 0.22300 -1.48e-01 -0.166000 3.55e-01 3.00e-01
REACTOME EFFECTS OF PIP2 HYDROLYSIS 13 3.96e-01 7.95e-01 0.22200 1.63e-01 0.151000 3.09e-01 3.47e-01
REACTOME APOPTOTIC EXECUTION PHASE 27 1.48e-01 5.55e-01 0.22100 1.22e-01 0.184000 2.71e-01 9.80e-02
REACTOME ABORTIVE ELONGATION OF HIV1 TRANSCRIPT IN THE ABSENCE OF TAT 19 2.42e-01 6.94e-01 0.22000 1.04e-01 -0.194000 4.35e-01 1.43e-01
REACTOME CELL CELL JUNCTION ORGANIZATION 13 3.82e-01 7.95e-01 0.21900 -1.00e-01 0.195000 5.32e-01 2.23e-01
REACTOME PROCESSING OF CAPPED INTRONLESS PRE MRNA 19 2.58e-01 7.11e-01 0.21900 -2.69e-02 -0.217000 8.39e-01 1.01e-01
REACTOME DEADENYLATION OF MRNA 16 3.09e-01 7.69e-01 0.21900 2.05e-01 -0.075400 1.55e-01 6.02e-01
REACTOME ACTIVATED TAK1 MEDIATES P38 MAPK ACTIVATION 14 3.67e-01 7.95e-01 0.21900 6.25e-05 -0.219000 1.00e+00 1.57e-01
REACTOME VOLTAGE GATED POTASSIUM CHANNELS 10 4.78e-01 8.46e-01 0.21800 1.49e-01 -0.160000 4.15e-01 3.83e-01
REACTOME NOTCH1 INTRACELLULAR DOMAIN REGULATES TRANSCRIPTION 31 1.16e-01 4.98e-01 0.21600 2.74e-02 0.215000 7.92e-01 3.87e-02
REACTOME INTRINSIC PATHWAY FOR APOPTOSIS 16 3.49e-01 7.95e-01 0.21300 -1.60e-01 -0.141000 2.68e-01 3.28e-01
REACTOME DESTABILIZATION OF MRNA BY KSRP 14 3.78e-01 7.95e-01 0.21200 9.60e-02 -0.189000 5.34e-01 2.20e-01
REACTOME GPCR LIGAND BINDING 40 7.70e-02 4.22e-01 0.21000 -1.77e-01 -0.114000 5.34e-02 2.12e-01
REACTOME FORMATION OF INCISION COMPLEX IN GG NER 16 3.51e-01 7.95e-01 0.20900 2.09e-01 0.006650 1.48e-01 9.63e-01
REACTOME G ALPHA S SIGNALLING EVENTS 26 1.80e-01 6.11e-01 0.20700 1.05e-01 -0.178000 3.56e-01 1.16e-01
REACTOME LYSOSOME VESICLE BIOGENESIS 17 3.40e-01 7.95e-01 0.20600 1.23e-02 0.206000 9.30e-01 1.42e-01
REACTOME DESTABILIZATION OF MRNA BY TRISTETRAPROLIN TTP 16 3.52e-01 7.95e-01 0.20600 9.31e-02 -0.184000 5.19e-01 2.04e-01
REACTOME GABA RECEPTOR ACTIVATION 14 4.14e-01 8.05e-01 0.20500 -3.47e-03 -0.205000 9.82e-01 1.84e-01
REACTOME CIRCADIAN CLOCK 42 7.89e-02 4.22e-01 0.20400 9.32e-02 0.182000 2.97e-01 4.21e-02
REACTOME LOSS OF NLP FROM MITOTIC CENTROSOMES 38 1.01e-01 4.76e-01 0.20400 1.74e-01 0.107000 6.41e-02 2.56e-01
REACTOME RNA POL I TRANSCRIPTION INITIATION 23 2.38e-01 6.89e-01 0.20300 2.00e-01 -0.036000 9.74e-02 7.65e-01
REACTOME BIOLOGICAL OXIDATIONS 37 9.54e-02 4.72e-01 0.20300 1.07e-01 -0.172000 2.60e-01 7.02e-02
REACTOME SMOOTH MUSCLE CONTRACTION 19 3.04e-01 7.68e-01 0.20200 1.88e-01 -0.074900 1.57e-01 5.72e-01
REACTOME POTASSIUM CHANNELS 21 2.78e-01 7.34e-01 0.19900 9.12e-02 -0.177000 4.70e-01 1.61e-01
REACTOME TRANSPORT OF INORGANIC CATIONS ANIONS AND AMINO ACIDS OLIGOPEPTIDES 31 1.72e-01 5.89e-01 0.19800 1.47e-01 0.134000 1.58e-01 1.99e-01
REACTOME G1 PHASE 25 2.26e-01 6.68e-01 0.19600 -1.73e-01 0.092900 1.35e-01 4.22e-01
REACTOME CELL JUNCTION ORGANIZATION 26 2.14e-01 6.42e-01 0.19600 -1.76e-01 0.085800 1.20e-01 4.49e-01
REACTOME MUSCLE CONTRACTION 37 1.14e-01 4.98e-01 0.19500 1.10e-01 -0.161000 2.48e-01 9.05e-02
REACTOME METABOLISM OF AMINO ACIDS AND DERIVATIVES 103 2.61e-03 4.10e-02 0.19400 1.19e-01 -0.153000 3.78e-02 7.40e-03
REACTOME SIGNALING BY ROBO RECEPTOR 19 3.59e-01 7.95e-01 0.19100 2.72e-02 0.189000 8.38e-01 1.55e-01
REACTOME TRANSCRIPTIONAL REGULATION OF WHITE ADIPOCYTE DIFFERENTIATION 57 4.22e-02 2.77e-01 0.19000 -1.68e-01 0.089400 2.87e-02 2.44e-01
REACTOME FORMATION OF THE HIV1 EARLY ELONGATION COMPLEX 28 2.10e-01 6.37e-01 0.19000 1.06e-01 -0.157000 3.31e-01 1.50e-01
REACTOME GLOBAL GENOMIC NER GG NER 22 3.08e-01 7.69e-01 0.18900 1.89e-01 0.009140 1.25e-01 9.41e-01
REACTOME BOTULINUM NEUROTOXICITY 10 5.88e-01 8.98e-01 0.18800 -1.88e-01 -0.001900 3.03e-01 9.92e-01
REACTOME PROTEOLYTIC CLEAVAGE OF SNARE COMPLEX PROTEINS 10 5.88e-01 8.98e-01 0.18800 -1.88e-01 -0.001900 3.03e-01 9.92e-01
REACTOME ACTIVATION OF CHAPERONE GENES BY XBP1S 38 1.42e-01 5.52e-01 0.18700 5.19e-02 0.180000 5.80e-01 5.56e-02
REACTOME FORMATION OF THE TERNARY COMPLEX AND SUBSEQUENTLY THE 43S COMPLEX 42 1.07e-01 4.84e-01 0.18700 4.71e-02 -0.181000 5.98e-01 4.28e-02
REACTOME TOLL RECEPTOR CASCADES 72 2.11e-02 1.77e-01 0.18700 -1.53e-01 0.106000 2.48e-02 1.19e-01
REACTOME PHASE II CONJUGATION 23 2.90e-01 7.47e-01 0.18700 1.54e-01 -0.105000 2.01e-01 3.83e-01
REACTOME RECEPTOR LIGAND BINDING INITIATES THE SECOND PROTEOLYTIC CLEAVAGE OF NOTCH RECEPTOR 10 6.12e-01 9.02e-01 0.18400 -1.62e-01 -0.085800 3.74e-01 6.38e-01
REACTOME PLATELET ACTIVATION SIGNALING AND AGGREGATION 106 5.41e-03 7.02e-02 0.18200 -1.82e-01 -0.007360 1.23e-03 8.96e-01
REACTOME PRE NOTCH PROCESSING IN GOLGI 14 4.86e-01 8.51e-01 0.18200 -1.08e-01 0.147000 4.85e-01 3.41e-01
REACTOME PHOSPHOLIPASE C MEDIATED CASCADE 18 4.21e-01 8.12e-01 0.18200 1.39e-01 0.118000 3.08e-01 3.87e-01
REACTOME COSTIMULATION BY THE CD28 FAMILY 34 1.92e-01 6.14e-01 0.18000 -1.80e-01 -0.000180 6.95e-02 9.99e-01
REACTOME METABOLISM OF CARBOHYDRATES 124 3.23e-03 4.90e-02 0.17900 8.48e-02 0.158000 1.04e-01 2.47e-03
REACTOME MEIOTIC SYNAPSIS 15 4.77e-01 8.46e-01 0.17900 -1.65e-01 0.068900 2.68e-01 6.44e-01
REACTOME MRNA CAPPING 28 2.52e-01 7.08e-01 0.17900 8.22e-02 -0.159000 4.52e-01 1.46e-01
REACTOME SIGNALING BY CONSTITUTIVELY ACTIVE EGFR 17 4.37e-01 8.21e-01 0.17900 -1.72e-01 0.049300 2.21e-01 7.25e-01
REACTOME DOWNREGULATION OF TGF BETA RECEPTOR SIGNALING 20 3.84e-01 7.95e-01 0.17800 1.78e-01 -0.010700 1.69e-01 9.34e-01
REACTOME ARMS MEDIATED ACTIVATION 14 5.14e-01 8.66e-01 0.17800 -1.78e-01 -0.001810 2.49e-01 9.91e-01
REACTOME P38MAPK EVENTS 10 6.13e-01 9.02e-01 0.17800 9.94e-02 -0.147000 5.86e-01 4.20e-01
REACTOME ABC FAMILY PROTEINS MEDIATED TRANSPORT 16 4.81e-01 8.49e-01 0.17700 1.53e-01 0.090500 2.91e-01 5.31e-01
REACTOME CONVERSION FROM APC C CDC20 TO APC C CDH1 IN LATE ANAPHASE 15 4.91e-01 8.55e-01 0.17600 1.67e-01 -0.054600 2.62e-01 7.15e-01
REACTOME SIGNALLING TO P38 VIA RIT AND RIN 11 6.08e-01 9.02e-01 0.17600 6.24e-02 0.164000 7.20e-01 3.45e-01
REACTOME SULFUR AMINO ACID METABOLISM 17 4.52e-01 8.36e-01 0.17600 1.73e-01 -0.029400 2.17e-01 8.34e-01
REACTOME REGULATORY RNA PATHWAYS 21 3.77e-01 7.95e-01 0.17500 1.74e-01 -0.022100 1.68e-01 8.61e-01
REACTOME GLUCOSE TRANSPORT 27 2.78e-01 7.34e-01 0.17500 -1.10e-01 0.136000 3.23e-01 2.21e-01
REACTOME INFLUENZA LIFE CYCLE 112 6.99e-03 7.95e-02 0.17500 -6.08e-02 -0.164000 2.68e-01 2.82e-03
REACTOME CELL CELL COMMUNICATION 50 1.00e-01 4.76e-01 0.17500 -1.73e-01 0.021800 3.43e-02 7.90e-01
REACTOME ACTIVATION OF THE MRNA UPON BINDING OF THE CAP BINDING COMPLEX AND EIFS AND SUBSEQUENT BINDING TO 43S 49 1.05e-01 4.84e-01 0.17400 5.42e-02 -0.165000 5.12e-01 4.58e-02
REACTOME NEF MEDIATES DOWN MODULATION OF CELL SURFACE RECEPTORS BY RECRUITING THEM TO CLATHRIN ADAPTERS 15 5.12e-01 8.66e-01 0.17100 -6.14e-02 0.159000 6.81e-01 2.86e-01
REACTOME G ALPHA I SIGNALLING EVENTS 28 3.06e-01 7.68e-01 0.17000 -5.37e-02 -0.161000 6.23e-01 1.40e-01
REACTOME BIOSYNTHESIS OF THE N GLYCAN PRECURSOR DOLICHOL LIPID LINKED OLIGOSACCHARIDE LLO AND TRANSFER TO A NASCENT PROTEIN 22 3.79e-01 7.95e-01 0.17000 -5.62e-02 0.160000 6.48e-01 1.94e-01
REACTOME TRANSLATION 124 5.74e-03 7.02e-02 0.17000 -6.00e-02 -0.159000 2.51e-01 2.38e-03
REACTOME AXON GUIDANCE 141 2.41e-03 3.92e-02 0.16900 -3.40e-02 0.165000 4.88e-01 7.36e-04
REACTOME NETRIN1 SIGNALING 21 4.11e-01 8.04e-01 0.16800 -1.68e-01 0.007310 1.83e-01 9.54e-01
REACTOME SIGNALING BY NOTCH4 10 6.65e-01 9.09e-01 0.16800 -8.95e-02 -0.142000 6.24e-01 4.37e-01
REACTOME DEVELOPMENTAL BIOLOGY 235 5.52e-05 1.80e-03 0.16700 -5.64e-02 0.157000 1.39e-01 3.80e-05
REACTOME DOWNSTREAM TCR SIGNALING 20 4.57e-01 8.36e-01 0.16400 -9.83e-02 -0.132000 4.47e-01 3.08e-01
REACTOME RORA ACTIVATES CIRCADIAN EXPRESSION 21 4.40e-01 8.25e-01 0.16400 1.29e-01 0.102000 3.07e-01 4.19e-01
REACTOME IL 3 5 AND GM CSF SIGNALING 24 3.97e-01 7.95e-01 0.16300 -9.42e-02 -0.133000 4.25e-01 2.59e-01
REACTOME PLATELET SENSITIZATION BY LDL 11 6.54e-01 9.09e-01 0.16300 -7.57e-02 -0.144000 6.64e-01 4.07e-01
REACTOME POST TRANSLATIONAL MODIFICATION SYNTHESIS OF GPI ANCHORED PROTEINS 20 4.65e-01 8.36e-01 0.16300 -1.27e-01 -0.102000 3.26e-01 4.31e-01
REACTOME ANTIGEN ACTIVATES B CELL RECEPTOR LEADING TO GENERATION OF SECOND MESSENGERS 15 5.49e-01 8.87e-01 0.16200 -1.58e-01 0.037100 2.91e-01 8.04e-01
REACTOME INNATE IMMUNE SYSTEM 118 8.74e-03 9.25e-02 0.16200 -1.29e-01 0.098200 1.61e-02 6.65e-02
REACTOME INHIBITION OF THE PROTEOLYTIC ACTIVITY OF APC C REQUIRED FOR THE ONSET OF ANAPHASE BY MITOTIC SPINDLE CHECKPOINT COMPONENTS 15 5.55e-01 8.89e-01 0.16100 1.60e-01 -0.021500 2.85e-01 8.85e-01
REACTOME ACTIVATED TLR4 SIGNALLING 59 9.80e-02 4.74e-01 0.16100 -1.56e-01 0.041800 3.92e-02 5.79e-01
REACTOME CD28 CO STIMULATION 22 4.30e-01 8.15e-01 0.16100 -1.58e-01 -0.028500 1.99e-01 8.17e-01
REACTOME FACTORS INVOLVED IN MEGAKARYOCYTE DEVELOPMENT AND PLATELET PRODUCTION 52 1.44e-01 5.52e-01 0.16100 1.17e-01 0.111000 1.46e-01 1.67e-01
REACTOME SIGNALING BY FGFR MUTANTS 25 3.77e-01 7.95e-01 0.16100 -1.60e-01 0.015000 1.66e-01 8.97e-01
REACTOME RNA POL I TRANSCRIPTION 26 3.64e-01 7.95e-01 0.16100 1.60e-01 -0.016300 1.59e-01 8.86e-01
REACTOME TCR SIGNALING 27 3.59e-01 7.95e-01 0.16000 -1.58e-01 -0.022500 1.55e-01 8.40e-01
REACTOME BASIGIN INTERACTIONS 13 6.02e-01 9.02e-01 0.16000 -1.52e-01 0.049900 3.43e-01 7.55e-01
REACTOME CD28 DEPENDENT PI3K AKT SIGNALING 16 5.52e-01 8.87e-01 0.15900 -5.56e-02 -0.149000 7.00e-01 3.02e-01
REACTOME GLYCEROPHOSPHOLIPID BIOSYNTHESIS 42 2.03e-01 6.25e-01 0.15900 4.40e-03 -0.159000 9.61e-01 7.49e-02
REACTOME SIGNAL TRANSDUCTION BY L1 28 3.38e-01 7.95e-01 0.15800 -8.67e-02 0.132000 4.27e-01 2.26e-01
REACTOME GLYCOSPHINGOLIPID METABOLISM 19 4.98e-01 8.61e-01 0.15800 4.52e-02 0.151000 7.33e-01 2.53e-01
REACTOME SPHINGOLIPID METABOLISM 34 2.89e-01 7.47e-01 0.15700 3.26e-02 0.154000 7.43e-01 1.21e-01
REACTOME SPHINGOLIPID DE NOVO BIOSYNTHESIS 15 5.76e-01 8.98e-01 0.15700 1.65e-02 0.156000 9.12e-01 2.94e-01
REACTOME TRANSPORT OF MATURE TRANSCRIPT TO CYTOPLASM 46 1.85e-01 6.14e-01 0.15600 -8.69e-03 0.156000 9.19e-01 6.72e-02
REACTOME SIGNALING BY PDGF 85 4.22e-02 2.77e-01 0.15600 -6.06e-02 0.144000 3.35e-01 2.21e-02
REACTOME SIGNALLING TO ERKS 28 3.62e-01 7.95e-01 0.15600 -1.56e-01 -0.006900 1.54e-01 9.50e-01
REACTOME TRIF MEDIATED TLR3 SIGNALING 52 1.52e-01 5.55e-01 0.15500 -1.54e-01 0.014500 5.44e-02 8.56e-01
REACTOME TELOMERE MAINTENANCE 17 5.31e-01 8.74e-01 0.15500 9.93e-02 -0.119000 4.79e-01 3.96e-01
REACTOME TRAF6 MEDIATED INDUCTION OF NFKB AND MAP KINASES UPON TLR7 8 OR 9 ACTIVATION 55 1.40e-01 5.50e-01 0.15400 -1.53e-01 0.017900 5.00e-02 8.19e-01
REACTOME SYNTHESIS AND INTERCONVERSION OF NUCLEOTIDE DI AND TRIPHOSPHATES 12 6.63e-01 9.09e-01 0.15400 -1.23e-01 -0.092100 4.61e-01 5.81e-01
REACTOME NUCLEAR SIGNALING BY ERBB4 21 4.65e-01 8.36e-01 0.15300 9.27e-02 -0.122000 4.62e-01 3.32e-01
REACTOME SIGNALING BY NOTCH 71 7.79e-02 4.22e-01 0.15300 -7.32e-02 0.134000 2.87e-01 5.06e-02
REACTOME RNA POL III TRANSCRIPTION TERMINATION 18 5.25e-01 8.71e-01 0.15200 9.38e-02 -0.120000 4.91e-01 3.80e-01
REACTOME SEMA4D INDUCED CELL MIGRATION AND GROWTH CONE COLLAPSE 18 5.39e-01 8.80e-01 0.15100 -1.64e-02 0.150000 9.04e-01 2.71e-01
REACTOME INTERFERON GAMMA SIGNALING 23 4.70e-01 8.41e-01 0.15000 7.18e-02 0.132000 5.51e-01 2.73e-01
REACTOME SIGNALING BY FGFR1 FUSION MUTANTS 16 5.79e-01 8.98e-01 0.14900 -1.38e-01 0.057100 3.41e-01 6.93e-01
REACTOME DESTABILIZATION OF MRNA BY BRF1 16 5.87e-01 8.98e-01 0.14800 2.85e-02 -0.145000 8.44e-01 3.15e-01
REACTOME REGULATION OF INSULIN SECRETION 36 3.21e-01 7.90e-01 0.14800 -8.84e-02 -0.118000 3.59e-01 2.20e-01
REACTOME NUCLEAR RECEPTOR TRANSCRIPTION PATHWAY 27 4.34e-01 8.19e-01 0.14500 1.39e-01 0.040500 2.10e-01 7.16e-01
REACTOME CA DEPENDENT EVENTS 13 6.69e-01 9.09e-01 0.14500 1.38e-01 0.045900 3.90e-01 7.75e-01
REACTOME SMAD2 SMAD3 SMAD4 HETEROTRIMER REGULATES TRANSCRIPTION 20 5.32e-01 8.74e-01 0.14500 -1.15e-02 0.144000 9.29e-01 2.64e-01
REACTOME GRB2 EVENTS IN ERBB2 SIGNALING 14 6.55e-01 9.09e-01 0.14400 1.24e-01 0.072700 4.20e-01 6.38e-01
REACTOME YAP1 AND WWTR1 TAZ STIMULATED GENE EXPRESSION 17 5.85e-01 8.98e-01 0.14400 1.41e-01 -0.028100 3.13e-01 8.41e-01
REACTOME METABOLISM OF MRNA 176 5.24e-03 7.02e-02 0.14300 -2.46e-02 -0.141000 5.76e-01 1.33e-03
REACTOME NUCLEAR EVENTS KINASE AND TRANSCRIPTION FACTOR ACTIVATION 21 5.24e-01 8.71e-01 0.14300 -1.42e-01 0.017700 2.62e-01 8.88e-01
REACTOME GENERIC TRANSCRIPTION PATHWAY 135 1.80e-02 1.68e-01 0.14200 5.67e-03 0.142000 9.10e-01 4.58e-03
REACTOME RESPONSE TO ELEVATED PLATELET CYTOSOLIC CA2 46 2.48e-01 7.05e-01 0.14200 -1.41e-01 0.016300 9.86e-02 8.49e-01
REACTOME ENDOSOMAL SORTING COMPLEX REQUIRED FOR TRANSPORT ESCRT 22 5.08e-01 8.66e-01 0.14100 1.17e-01 -0.078300 3.41e-01 5.25e-01
REACTOME CTNNB1 PHOSPHORYLATION CASCADE 14 6.54e-01 9.09e-01 0.14100 -1.33e-01 0.044800 3.88e-01 7.72e-01
REACTOME LATENT INFECTION OF HOMO SAPIENS WITH MYCOBACTERIUM TUBERCULOSIS 17 6.15e-01 9.02e-01 0.14100 -1.15e-01 -0.080500 4.11e-01 5.66e-01
REACTOME MYD88 MAL CASCADE INITIATED ON PLASMA MEMBRANE 56 1.97e-01 6.14e-01 0.13800 -1.36e-01 0.028500 7.99e-02 7.13e-01
REACTOME CIRCADIAN REPRESSION OF EXPRESSION BY REV ERBA 19 5.95e-01 8.98e-01 0.13700 1.25e-01 0.056600 3.47e-01 6.70e-01
REACTOME G ALPHA Q SIGNALLING EVENTS 39 3.48e-01 7.95e-01 0.13600 -6.24e-02 -0.121000 5.00e-01 1.90e-01
REACTOME SEMA4D IN SEMAPHORIN SIGNALING 21 5.61e-01 8.95e-01 0.13500 -3.73e-03 0.135000 9.76e-01 2.83e-01
REACTOME CREB PHOSPHORYLATION THROUGH THE ACTIVATION OF RAS 16 6.41e-01 9.09e-01 0.13500 2.62e-02 -0.133000 8.56e-01 3.58e-01
REACTOME RNA POL III CHAIN ELONGATION 16 6.39e-01 9.09e-01 0.13500 1.14e-01 -0.071800 4.31e-01 6.19e-01
REACTOME ACTIVATION OF ATR IN RESPONSE TO REPLICATION STRESS 16 6.52e-01 9.09e-01 0.13300 -1.63e-02 0.132000 9.10e-01 3.61e-01
REACTOME ACTIVATION OF NMDA RECEPTOR UPON GLUTAMATE BINDING AND POSTSYNAPTIC EVENTS 17 6.32e-01 9.09e-01 0.13300 4.76e-02 -0.124000 7.34e-01 3.77e-01
REACTOME POST NMDA RECEPTOR ACTIVATION EVENTS 17 6.32e-01 9.09e-01 0.13300 4.76e-02 -0.124000 7.34e-01 3.77e-01
REACTOME MRNA SPLICING MINOR PATHWAY 38 3.56e-01 7.95e-01 0.13300 1.05e-01 -0.081200 2.64e-01 3.87e-01
REACTOME SIGNALING BY NOTCH1 47 2.87e-01 7.47e-01 0.13300 -2.24e-02 0.131000 7.91e-01 1.22e-01
REACTOME NFKB AND MAP KINASES ACTIVATION MEDIATED BY TLR4 SIGNALING REPERTOIRE 50 2.72e-01 7.34e-01 0.13200 -1.32e-01 -0.008610 1.07e-01 9.16e-01
REACTOME METABOLISM OF PROTEINS 301 4.95e-04 9.79e-03 0.13200 -9.73e-03 -0.132000 7.74e-01 9.67e-05
REACTOME NUCLEOTIDE EXCISION REPAIR 37 3.74e-01 7.95e-01 0.13200 1.27e-01 -0.036100 1.82e-01 7.04e-01
REACTOME ASPARAGINE N LINKED GLYCOSYLATION 63 1.94e-01 6.14e-01 0.13200 -7.34e-03 0.132000 9.20e-01 7.11e-02
REACTOME INTERFERON SIGNALING 74 1.52e-01 5.55e-01 0.13200 2.44e-02 0.129000 7.18e-01 5.49e-02
REACTOME IL RECEPTOR SHC SIGNALING 15 6.71e-01 9.09e-01 0.13100 1.18e-01 -0.057400 4.28e-01 7.00e-01
REACTOME SIGNALING BY HIPPO 15 6.83e-01 9.14e-01 0.13100 3.24e-02 0.127000 8.28e-01 3.94e-01
REACTOME RNA POL II TRANSCRIPTION PRE INITIATION AND PROMOTER OPENING 36 3.90e-01 7.95e-01 0.13100 4.35e-02 -0.123000 6.52e-01 2.01e-01
REACTOME G2 M CHECKPOINTS 17 6.53e-01 9.09e-01 0.13000 1.73e-02 0.129000 9.02e-01 3.58e-01
REACTOME MEIOSIS 24 5.36e-01 8.77e-01 0.13000 -7.56e-02 0.105000 5.22e-01 3.72e-01
REACTOME ANTIGEN PRESENTATION FOLDING ASSEMBLY AND PEPTIDE LOADING OF CLASS I MHC 14 6.97e-01 9.20e-01 0.12900 1.01e-01 -0.079800 5.12e-01 6.06e-01
REACTOME TRANSFERRIN ENDOCYTOSIS AND RECYCLING 17 6.64e-01 9.09e-01 0.12900 -1.08e-01 -0.070300 4.41e-01 6.16e-01
REACTOME DIABETES PATHWAYS 90 1.06e-01 4.84e-01 0.12800 -3.25e-02 0.124000 5.95e-01 4.21e-02
REACTOME SIGNALING BY FGFR1 MUTANTS 19 6.19e-01 9.02e-01 0.12800 -1.20e-01 0.046700 3.67e-01 7.25e-01
REACTOME DEADENYLATION DEPENDENT MRNA DECAY 37 3.91e-01 7.95e-01 0.12800 1.05e-01 -0.072900 2.68e-01 4.43e-01
REACTOME PLC BETA MEDIATED EVENTS 19 6.36e-01 9.09e-01 0.12800 1.11e-01 0.063700 4.03e-01 6.31e-01
REACTOME TRANSCRIPTIONAL ACTIVITY OF SMAD2 SMAD3 SMAD4 HETEROTRIMER 31 4.63e-01 8.36e-01 0.12800 -3.15e-02 0.124000 7.61e-01 2.33e-01
REACTOME ACTIVATED AMPK STIMULATES FATTY ACID OXIDATION IN MUSCLE 18 6.51e-01 9.09e-01 0.12800 1.21e-01 0.040200 3.74e-01 7.68e-01
REACTOME APC CDC20 MEDIATED DEGRADATION OF NEK2A 17 6.62e-01 9.09e-01 0.12700 1.26e-01 -0.009130 3.67e-01 9.48e-01
REACTOME SHC1 EVENTS IN ERBB4 SIGNALING 13 7.42e-01 9.38e-01 0.12600 7.58e-02 0.101000 6.36e-01 5.30e-01
REACTOME THE ROLE OF NEF IN HIV1 REPLICATION AND DISEASE PATHOGENESIS 18 6.43e-01 9.09e-01 0.12600 -1.04e-01 0.070200 4.43e-01 6.06e-01
REACTOME N GLYCAN TRIMMING IN THE ER AND CALNEXIN CALRETICULIN CYCLE 13 7.41e-01 9.38e-01 0.12400 8.04e-03 0.124000 9.60e-01 4.38e-01
REACTOME MTORC1 MEDIATED SIGNALLING 11 7.70e-01 9.44e-01 0.12400 8.18e-02 -0.092800 6.39e-01 5.94e-01
REACTOME MRNA DECAY BY 3 TO 5 EXORIBONUCLEASE 10 7.91e-01 9.44e-01 0.12300 1.09e-01 -0.058600 5.52e-01 7.48e-01
REACTOME DNA REPAIR 65 2.36e-01 6.88e-01 0.12300 1.17e-01 0.039200 1.04e-01 5.85e-01
REACTOME SIGNALING BY SCF KIT 56 2.91e-01 7.47e-01 0.12300 -1.14e-01 -0.046000 1.40e-01 5.53e-01
REACTOME SYNTHESIS OF PIPS AT THE PLASMA MEMBRANE 23 6.08e-01 9.02e-01 0.12200 -3.92e-02 -0.115000 7.45e-01 3.40e-01
REACTOME PHOSPHORYLATION OF THE APC C 14 7.33e-01 9.38e-01 0.12100 1.20e-01 -0.018500 4.38e-01 9.04e-01
REACTOME ACTIVATED NOTCH1 TRANSMITS SIGNAL TO THE NUCLEUS 18 6.79e-01 9.11e-01 0.12100 -1.19e-01 -0.019900 3.83e-01 8.84e-01
REACTOME ERK MAPK TARGETS 18 6.69e-01 9.09e-01 0.12000 -1.08e-01 0.053300 4.28e-01 6.96e-01
REACTOME FORMATION OF RNA POL II ELONGATION COMPLEX 35 4.60e-01 8.36e-01 0.12000 8.28e-02 -0.086500 3.97e-01 3.76e-01
REACTOME ANTIVIRAL MECHANISM BY IFN STIMULATED GENES 49 3.50e-01 7.95e-01 0.11900 -1.41e-02 0.118000 8.65e-01 1.52e-01
REACTOME SEMAPHORIN INTERACTIONS 41 4.08e-01 8.04e-01 0.11900 -7.15e-02 0.095100 4.29e-01 2.93e-01
REACTOME INTERACTIONS OF VPR WITH HOST CELLULAR PROTEINS 26 5.72e-01 8.98e-01 0.11900 -3.12e-02 0.115000 7.83e-01 3.13e-01
REACTOME METABOLISM OF NON CODING RNA 39 4.30e-01 8.15e-01 0.11800 -1.02e-01 0.060500 2.71e-01 5.14e-01
REACTOME GROWTH HORMONE RECEPTOR SIGNALING 15 7.35e-01 9.38e-01 0.11800 -1.08e-01 -0.048400 4.69e-01 7.45e-01
REACTOME MAP KINASE ACTIVATION IN TLR CASCADE 41 4.23e-01 8.12e-01 0.11800 -1.18e-01 0.006500 1.91e-01 9.43e-01
REACTOME SIGNALING BY BMP 17 7.14e-01 9.29e-01 0.11700 8.75e-02 0.077800 5.32e-01 5.79e-01
REACTOME ELONGATION ARREST AND RECOVERY 24 6.04e-01 9.02e-01 0.11700 8.56e-02 -0.079000 4.68e-01 5.03e-01
REACTOME SHC1 EVENTS IN EGFR SIGNALING 14 7.60e-01 9.42e-01 0.11600 7.89e-02 0.085600 6.10e-01 5.79e-01
REACTOME IL 2 SIGNALING 25 5.96e-01 8.98e-01 0.11600 8.32e-02 -0.080100 4.72e-01 4.88e-01
REACTOME METABOLISM OF NUCLEOTIDES 46 3.92e-01 7.95e-01 0.11500 5.17e-02 -0.103000 5.44e-01 2.28e-01
REACTOME REGULATION OF AMPK ACTIVITY VIA LKB1 14 7.54e-01 9.42e-01 0.11400 -7.08e-02 0.089300 6.47e-01 5.63e-01
REACTOME METABOLISM OF RNA 212 2.00e-02 1.72e-01 0.11300 -3.79e-02 -0.107000 3.45e-01 7.70e-03
REACTOME IRON UPTAKE AND TRANSPORT 23 6.61e-01 9.09e-01 0.11100 -9.76e-02 -0.053500 4.18e-01 6.57e-01
REACTOME RIG I MDA5 MEDIATED INDUCTION OF IFN ALPHA BETA PATHWAYS 36 5.28e-01 8.73e-01 0.11100 -9.91e-02 -0.049000 3.04e-01 6.11e-01
REACTOME DESTABILIZATION OF MRNA BY AUF1 HNRNP D0 45 4.42e-01 8.25e-01 0.11000 1.12e-02 -0.109000 8.97e-01 2.06e-01
REACTOME TRANSPORT OF MATURE MRNA DERIVED FROM AN INTRONLESS TRANSCRIPT 27 6.09e-01 9.02e-01 0.10900 -7.08e-02 0.082700 5.25e-01 4.58e-01
REACTOME DOWNREGULATION OF SMAD2 3 SMAD4 TRANSCRIPTIONAL ACTIVITY 18 7.35e-01 9.38e-01 0.10800 4.43e-02 0.098800 7.45e-01 4.68e-01
REACTOME RNA POL III TRANSCRIPTION INITIATION FROM TYPE 3 PROMOTER 24 6.65e-01 9.09e-01 0.10800 -4.85e-02 -0.096600 6.81e-01 4.13e-01
REACTOME GASTRIN CREB SIGNALLING PATHWAY VIA PKC AND MAPK 57 3.86e-01 7.95e-01 0.10700 -5.84e-02 -0.090200 4.47e-01 2.39e-01
REACTOME ANTIGEN PROCESSING CROSS PRESENTATION 56 3.99e-01 7.96e-01 0.10600 -1.04e-01 -0.019500 1.80e-01 8.01e-01
REACTOME INSULIN RECEPTOR RECYCLING 15 7.89e-01 9.44e-01 0.10400 -9.97e-02 -0.028300 5.04e-01 8.50e-01
REACTOME DARPP 32 EVENTS 17 7.69e-01 9.44e-01 0.10300 3.30e-02 0.097100 8.14e-01 4.89e-01
REACTOME SIGNALING BY TGF BETA RECEPTOR COMPLEX 50 4.57e-01 8.36e-01 0.10100 -4.62e-02 0.089800 5.73e-01 2.73e-01
REACTOME SOS MEDIATED SIGNALLING 13 8.19e-01 9.44e-01 0.09970 -8.29e-02 0.055400 6.05e-01 7.30e-01
REACTOME TRANSCRIPTION COUPLED NER TC NER 34 5.96e-01 8.98e-01 0.09970 9.26e-02 -0.037000 3.51e-01 7.09e-01
REACTOME REGULATION OF HYPOXIA INDUCIBLE FACTOR HIF BY OXYGEN 18 7.73e-01 9.44e-01 0.09900 -3.71e-02 -0.091800 7.85e-01 5.01e-01
REACTOME UNFOLDED PROTEIN RESPONSE 64 4.05e-01 8.04e-01 0.09810 2.20e-02 0.095600 7.61e-01 1.87e-01
REACTOME POST TRANSLATIONAL PROTEIN MODIFICATION 98 2.40e-01 6.92e-01 0.09800 -3.04e-02 0.093100 6.04e-01 1.12e-01
REACTOME SIGNALING BY RHO GTPASES 61 4.12e-01 8.04e-01 0.09790 -9.44e-02 0.025700 2.03e-01 7.29e-01
REACTOME TRIGLYCERIDE BIOSYNTHESIS 20 7.53e-01 9.42e-01 0.09700 -9.61e-02 0.012800 4.57e-01 9.21e-01
REACTOME NRAGE SIGNALS DEATH THROUGH JNK 26 6.92e-01 9.18e-01 0.09680 -1.47e-02 0.095600 8.97e-01 3.99e-01
REACTOME RNA POL III TRANSCRIPTION 30 6.66e-01 9.09e-01 0.09620 -9.18e-02 -0.028700 3.85e-01 7.86e-01
REACTOME AKT PHOSPHORYLATES TARGETS IN THE CYTOSOL 11 8.65e-01 9.65e-01 0.09490 8.74e-02 0.037000 6.16e-01 8.32e-01
REACTOME L1CAM INTERACTIONS 51 5.19e-01 8.69e-01 0.09270 -1.62e-03 0.092700 9.84e-01 2.53e-01
REACTOME MRNA DECAY BY 5 TO 3 EXORIBONUCLEASE 11 8.72e-01 9.65e-01 0.09270 -4.37e-02 -0.081700 8.02e-01 6.39e-01
REACTOME VIF MEDIATED DEGRADATION OF APOBEC3G 42 5.76e-01 8.98e-01 0.09220 5.62e-02 -0.073000 5.29e-01 4.14e-01
REACTOME TGF BETA RECEPTOR SIGNALING ACTIVATES SMADS 23 7.48e-01 9.40e-01 0.09120 8.94e-02 -0.017700 4.58e-01 8.83e-01
REACTOME SYNTHESIS OF PIPS AT THE EARLY ENDOSOME MEMBRANE 11 8.71e-01 9.65e-01 0.09010 -5.10e-02 0.074300 7.70e-01 6.70e-01
REACTOME APC C CDC20 MEDIATED DEGRADATION OF CYCLIN B 16 8.24e-01 9.44e-01 0.08970 8.95e-02 -0.005770 5.36e-01 9.68e-01
REACTOME ACTIVATION OF GENES BY ATF4 18 8.05e-01 9.44e-01 0.08920 1.36e-02 -0.088100 9.20e-01 5.18e-01
REACTOME LATE PHASE OF HIV LIFE CYCLE 83 3.88e-01 7.95e-01 0.08860 3.19e-02 0.082700 6.16e-01 1.94e-01
REACTOME REGULATION OF MRNA STABILITY BY PROTEINS THAT BIND AU RICH ELEMENTS 72 4.28e-01 8.15e-01 0.08800 2.74e-02 -0.083600 6.88e-01 2.21e-01
REACTOME HIV LIFE CYCLE 91 3.63e-01 7.95e-01 0.08790 4.66e-02 0.074600 4.44e-01 2.20e-01
REACTOME APC C CDC20 MEDIATED DEGRADATION OF MITOTIC PROTEINS 56 5.13e-01 8.66e-01 0.08790 7.25e-02 -0.049700 3.49e-01 5.21e-01
REACTOME HEMOSTASIS 210 9.65e-02 4.72e-01 0.08710 -8.71e-02 0.000897 3.07e-02 9.82e-01
REACTOME FORMATION OF TRANSCRIPTION COUPLED NER TC NER REPAIR COMPLEX 26 7.40e-01 9.38e-01 0.08660 5.05e-02 -0.070300 6.56e-01 5.35e-01
REACTOME REGULATION OF MITOTIC CELL CYCLE 60 5.00e-01 8.62e-01 0.08650 5.84e-02 -0.063800 4.35e-01 3.94e-01
REACTOME SHC MEDIATED SIGNALLING 13 8.64e-01 9.65e-01 0.08540 -3.94e-02 0.075800 8.06e-01 6.36e-01
REACTOME NOD1 2 SIGNALING PATHWAY 17 8.26e-01 9.44e-01 0.08520 5.84e-02 -0.062100 6.77e-01 6.58e-01
REACTOME NEGATIVE REGULATORS OF RIG I MDA5 SIGNALING 19 8.23e-01 9.44e-01 0.08320 -8.16e-02 -0.016200 5.38e-01 9.03e-01
REACTOME PYRIMIDINE METABOLISM 10 9.05e-01 9.69e-01 0.08250 -7.93e-02 -0.022800 6.64e-01 9.01e-01
REACTOME NGF SIGNALLING VIA TRKA FROM THE PLASMA MEMBRANE 100 3.62e-01 7.95e-01 0.08170 -3.21e-02 0.075100 5.80e-01 1.96e-01
REACTOME SIGNALLING BY NGF 149 2.26e-01 6.68e-01 0.08140 -2.36e-02 0.078000 6.21e-01 1.02e-01
REACTOME SHC RELATED EVENTS 14 8.69e-01 9.65e-01 0.08110 -1.55e-02 0.079600 9.20e-01 6.06e-01
REACTOME INSULIN RECEPTOR SIGNALLING CASCADE 58 5.63e-01 8.95e-01 0.08040 -3.75e-02 0.071100 6.22e-01 3.50e-01
REACTOME IL1 SIGNALING 24 8.02e-01 9.44e-01 0.07990 5.52e-02 0.057700 6.40e-01 6.25e-01
REACTOME INTERFERON ALPHA BETA SIGNALING 13 8.89e-01 9.69e-01 0.07920 4.96e-02 0.061700 7.57e-01 7.00e-01
REACTOME ACTIVATION OF NF KAPPAB IN B CELLS 53 6.23e-01 9.06e-01 0.07860 -4.26e-02 -0.066000 5.92e-01 4.07e-01
REACTOME CALNEXIN CALRETICULIN CYCLE 11 9.04e-01 9.69e-01 0.07850 1.03e-02 0.077800 9.53e-01 6.55e-01
REACTOME CHROMOSOME MAINTENANCE 33 7.34e-01 9.38e-01 0.07840 7.49e-02 -0.023300 4.57e-01 8.17e-01
REACTOME INSULIN SYNTHESIS AND PROCESSING 13 8.87e-01 9.69e-01 0.07830 -7.83e-02 -0.000883 6.25e-01 9.96e-01
REACTOME APC C CDH1 MEDIATED DEGRADATION OF CDC20 AND OTHER APC C CDH1 TARGETED PROTEINS IN LATE MITOSIS EARLY G1 56 5.91e-01 8.98e-01 0.07800 4.85e-02 -0.061100 5.31e-01 4.30e-01
REACTOME SIGNALING BY ERBB4 66 5.46e-01 8.84e-01 0.07720 6.30e-02 -0.044600 3.77e-01 5.32e-01
REACTOME TRANSPORT TO THE GOLGI AND SUBSEQUENT MODIFICATION 23 8.17e-01 9.44e-01 0.07650 -1.60e-03 0.076500 9.89e-01 5.26e-01
REACTOME G0 AND EARLY G1 11 9.12e-01 9.69e-01 0.07620 5.66e-02 0.051100 7.45e-01 7.69e-01
REACTOME RNA POL II PRE TRANSCRIPTION EVENTS 48 6.63e-01 9.09e-01 0.07470 3.27e-02 -0.067200 6.96e-01 4.21e-01
REACTOME ENERGY DEPENDENT REGULATION OF MTOR BY LKB1 AMPK 17 8.65e-01 9.65e-01 0.07460 -3.24e-02 0.067100 8.17e-01 6.32e-01
REACTOME SIGNALING BY INSULIN RECEPTOR 72 5.42e-01 8.81e-01 0.07430 -5.53e-02 0.049600 4.19e-01 4.68e-01
REACTOME SIGNALING BY EGFR IN CANCER 82 5.12e-01 8.66e-01 0.07380 -5.47e-03 0.073600 9.32e-01 2.50e-01
REACTOME AUTODEGRADATION OF THE E3 UBIQUITIN LIGASE COP1 42 7.06e-01 9.22e-01 0.07330 5.31e-02 -0.050500 5.52e-01 5.72e-01
REACTOME SIGNALING BY ERBB2 67 5.95e-01 8.98e-01 0.07320 6.48e-02 0.034100 3.60e-01 6.30e-01
REACTOME PI3K CASCADE 44 6.99e-01 9.20e-01 0.07310 -1.92e-02 0.070600 8.26e-01 4.19e-01
REACTOME NEURONAL SYSTEM 86 4.97e-01 8.61e-01 0.07280 3.80e-02 -0.062200 5.44e-01 3.20e-01
REACTOME PIP3 ACTIVATES AKT SIGNALING 25 8.15e-01 9.44e-01 0.07260 4.37e-02 -0.058000 7.05e-01 6.16e-01
REACTOME TRANSPORT OF GLUCOSE AND OTHER SUGARS BILE SALTS AND ORGANIC ACIDS METAL IONS AND AMINE COMPOUNDS 23 8.39e-01 9.50e-01 0.07240 -3.36e-02 -0.064100 7.80e-01 5.95e-01
REACTOME PERK REGULATED GENE EXPRESSION 21 8.56e-01 9.65e-01 0.07150 -3.92e-02 -0.059900 7.56e-01 6.35e-01
REACTOME NUCLEOTIDE BINDING DOMAIN LEUCINE RICH REPEAT CONTAINING RECEPTOR NLR SIGNALING PATHWAYS 24 8.30e-01 9.44e-01 0.07120 2.29e-02 -0.067400 8.46e-01 5.68e-01
REACTOME ANTIGEN PROCESSING UBIQUITINATION PROTEASOME DEGRADATION 162 2.94e-01 7.51e-01 0.07080 6.61e-02 -0.025400 1.49e-01 5.80e-01
REACTOME CELL DEATH SIGNALLING VIA NRAGE NRIF AND NADE 36 7.70e-01 9.44e-01 0.07050 2.61e-02 0.065500 7.87e-01 4.97e-01
REACTOME OPIOID SIGNALLING 38 7.56e-01 9.42e-01 0.06990 7.70e-03 -0.069400 9.35e-01 4.60e-01
REACTOME PI 3K CASCADE 33 7.93e-01 9.44e-01 0.06980 -4.72e-02 -0.051400 6.39e-01 6.10e-01
REACTOME TRANS GOLGI NETWORK VESICLE BUDDING 50 6.97e-01 9.20e-01 0.06980 8.13e-03 0.069300 9.21e-01 3.97e-01
REACTOME TRAF6 MEDIATED IRF7 ACTIVATION 12 9.14e-01 9.69e-01 0.06950 -4.85e-02 0.049800 7.71e-01 7.65e-01
REACTOME PI METABOLISM 38 7.59e-01 9.42e-01 0.06920 6.74e-02 -0.015500 4.73e-01 8.69e-01
REACTOME PKB MEDIATED EVENTS 27 8.32e-01 9.44e-01 0.06860 4.15e-02 0.054600 7.09e-01 6.24e-01
REACTOME VITAMIN B5 PANTOTHENATE METABOLISM 10 9.33e-01 9.72e-01 0.06840 -1.43e-02 -0.066900 9.38e-01 7.14e-01
REACTOME REGULATION OF ORNITHINE DECARBOXYLASE ODC 43 7.37e-01 9.38e-01 0.06770 4.39e-02 -0.051600 6.19e-01 5.59e-01
REACTOME P53 INDEPENDENT G1 S DNA DAMAGE CHECKPOINT 42 7.45e-01 9.39e-01 0.06730 4.25e-02 -0.052100 6.34e-01 5.59e-01
REACTOME DNA STRAND ELONGATION 12 9.24e-01 9.69e-01 0.06690 -1.37e-02 -0.065500 9.35e-01 6.95e-01
REACTOME PI3K EVENTS IN ERBB4 SIGNALING 28 8.29e-01 9.44e-01 0.06580 4.98e-02 -0.043000 6.49e-01 6.94e-01
REACTOME CELL CYCLE CHECKPOINTS 77 6.18e-01 9.02e-01 0.06540 6.25e-02 0.019200 3.44e-01 7.72e-01
REACTOME RECYCLING PATHWAY OF L1 19 8.88e-01 9.69e-01 0.06400 -1.94e-02 0.061000 8.84e-01 6.46e-01
REACTOME FRS2 MEDIATED CASCADE 15 9.14e-01 9.69e-01 0.06340 -6.29e-02 -0.007960 6.73e-01 9.57e-01
REACTOME RNA POL III TRANSCRIPTION INITIATION FROM TYPE 2 PROMOTER 21 8.85e-01 9.69e-01 0.06300 2.23e-02 0.058900 8.60e-01 6.41e-01
REACTOME AUTODEGRADATION OF CDH1 BY CDH1 APC C 53 7.25e-01 9.37e-01 0.06270 4.03e-02 -0.048100 6.12e-01 5.46e-01
REACTOME CYTOKINE SIGNALING IN IMMUNE SYSTEM 138 4.60e-01 8.36e-01 0.06110 -1.67e-02 0.058800 7.36e-01 2.35e-01
REACTOME PROTEIN FOLDING 40 8.00e-01 9.44e-01 0.06100 6.08e-02 -0.004440 5.06e-01 9.61e-01
REACTOME SYNTHESIS OF SUBSTRATES IN N GLYCAN BIOSYTHESIS 12 9.36e-01 9.72e-01 0.06060 -6.06e-02 0.000801 7.16e-01 9.96e-01
REACTOME CDK MEDIATED PHOSPHORYLATION AND REMOVAL OF CDC6 40 7.98e-01 9.44e-01 0.06050 3.16e-02 -0.051600 7.30e-01 5.73e-01
REACTOME CELL CYCLE 208 3.48e-01 7.95e-01 0.05960 5.33e-02 0.026600 1.88e-01 5.11e-01
REACTOME TRANSMISSION ACROSS CHEMICAL SYNAPSES 62 7.14e-01 9.29e-01 0.05960 2.23e-02 -0.055300 7.62e-01 4.52e-01
REACTOME GPCR DOWNSTREAM SIGNALING 102 5.84e-01 8.98e-01 0.05950 -5.95e-02 0.001080 3.00e-01 9.85e-01
REACTOME G1 S TRANSITION 67 7.19e-01 9.31e-01 0.05860 -3.96e-02 -0.043100 5.76e-01 5.42e-01
REACTOME MRNA SPLICING 99 5.94e-01 8.98e-01 0.05850 3.99e-02 -0.042800 4.94e-01 4.63e-01
REACTOME P53 DEPENDENT G1 DNA DAMAGE RESPONSE 46 7.91e-01 9.44e-01 0.05820 5.78e-02 -0.007020 4.98e-01 9.34e-01
REACTOME DOWNSTREAM SIGNALING EVENTS OF B CELL RECEPTOR BCR 81 6.77e-01 9.11e-01 0.05710 -6.43e-03 -0.056700 9.20e-01 3.79e-01
REACTOME SIGNALLING TO RAS 20 9.07e-01 9.69e-01 0.05610 4.34e-02 -0.035600 7.37e-01 7.83e-01
REACTOME SIGNALING BY GPCR 143 5.19e-01 8.69e-01 0.05530 -5.43e-02 0.010400 2.64e-01 8.32e-01
REACTOME REGULATION OF APOPTOSIS 48 8.03e-01 9.44e-01 0.05500 5.47e-02 -0.006180 5.13e-01 9.41e-01
REACTOME PPARA ACTIVATES GENE EXPRESSION 80 6.90e-01 9.18e-01 0.05490 -4.39e-02 0.033000 4.98e-01 6.10e-01
REACTOME CELL CYCLE MITOTIC 183 4.54e-01 8.36e-01 0.05480 5.14e-02 0.018900 2.33e-01 6.61e-01
REACTOME GOLGI ASSOCIATED VESICLE BIOGENESIS 44 8.20e-01 9.44e-01 0.05460 -8.60e-03 0.053900 9.21e-01 5.37e-01
REACTOME DOWNSTREAM SIGNALING OF ACTIVATED FGFR 58 7.78e-01 9.44e-01 0.05460 5.11e-02 0.019200 5.02e-01 8.01e-01
REACTOME IMMUNE SYSTEM 504 1.19e-01 5.00e-01 0.05410 -1.34e-02 0.052400 6.12e-01 4.75e-02
REACTOME ASSEMBLY OF THE PRE REPLICATIVE COMPLEX 47 8.21e-01 9.44e-01 0.05310 -4.11e-03 -0.053000 9.61e-01 5.31e-01
REACTOME INTEGRATION OF ENERGY METABOLISM 58 7.89e-01 9.44e-01 0.05310 -4.89e-02 -0.020600 5.20e-01 7.86e-01
REACTOME NEUROTRANSMITTER RECEPTOR BINDING AND DOWNSTREAM TRANSMISSION IN THE POSTSYNAPTIC CELL 49 8.19e-01 9.44e-01 0.05230 -4.32e-03 -0.052200 9.58e-01 5.28e-01
REACTOME SIGNALING BY THE B CELL RECEPTOR BCR 96 6.90e-01 9.18e-01 0.05190 -3.03e-02 -0.042100 6.09e-01 4.77e-01
REACTOME ER PHAGOSOME PATHWAY 48 8.32e-01 9.44e-01 0.05150 -2.43e-02 -0.045300 7.71e-01 5.87e-01
REACTOME P75 NTR RECEPTOR MEDIATED SIGNALLING 49 8.30e-01 9.44e-01 0.05120 2.54e-02 0.044400 7.59e-01 5.91e-01
REACTOME M G1 TRANSITION 50 8.23e-01 9.44e-01 0.05080 5.99e-03 -0.050400 9.42e-01 5.38e-01
REACTOME HIV INFECTION 154 5.77e-01 8.98e-01 0.05000 3.95e-02 0.030800 4.00e-01 5.12e-01
REACTOME BASE EXCISION REPAIR 11 9.61e-01 9.86e-01 0.04960 2.70e-02 0.041600 8.77e-01 8.11e-01
REACTOME G ALPHA1213 SIGNALLING EVENTS 42 8.62e-01 9.65e-01 0.04890 -4.85e-02 -0.005790 5.87e-01 9.48e-01
REACTOME CLASS I MHC MEDIATED ANTIGEN PROCESSING PRESENTATION 187 5.10e-01 8.66e-01 0.04870 4.13e-02 -0.025800 3.33e-01 5.45e-01
REACTOME MRNA 3 END PROCESSING 31 9.05e-01 9.69e-01 0.04720 3.26e-02 0.034200 7.54e-01 7.42e-01
REACTOME FATTY ACID TRIACYLGLYCEROL AND KETONE BODY METABOLISM 125 6.76e-01 9.11e-01 0.04550 1.34e-02 -0.043500 7.96e-01 4.03e-01
REACTOME SCF BETA TRCP MEDIATED DEGRADATION OF EMI1 42 8.77e-01 9.68e-01 0.04540 1.18e-02 -0.043800 8.95e-01 6.24e-01
REACTOME PI3K AKT ACTIVATION 31 9.15e-01 9.69e-01 0.04460 -2.57e-02 -0.036400 8.05e-01 7.26e-01
REACTOME SLC MEDIATED TRANSMEMBRANE TRANSPORT 92 7.77e-01 9.44e-01 0.04380 3.51e-02 0.026200 5.62e-01 6.65e-01
REACTOME MITOTIC G1 G1 S PHASES 82 7.98e-01 9.44e-01 0.04320 -4.27e-02 -0.006450 5.05e-01 9.20e-01
REACTOME PI3K EVENTS IN ERBB2 SIGNALING 32 9.26e-01 9.69e-01 0.03940 3.54e-02 -0.017300 7.29e-01 8.65e-01
REACTOME RNA POL II TRANSCRIPTION 85 8.20e-01 9.44e-01 0.03920 1.47e-02 -0.036300 8.15e-01 5.64e-01
REACTOME NRIF SIGNALS CELL DEATH FROM THE NUCLEUS 10 9.79e-01 9.92e-01 0.03780 -3.75e-02 0.004150 8.37e-01 9.82e-01
REACTOME PHOSPHOLIPID METABOLISM 113 7.83e-01 9.44e-01 0.03770 3.44e-02 -0.015600 5.30e-01 7.76e-01
REACTOME TRANSMEMBRANE TRANSPORT OF SMALL MOLECULES 167 7.03e-01 9.22e-01 0.03750 1.05e-02 -0.036000 8.15e-01 4.25e-01
REACTOME MEMBRANE TRAFFICKING 94 8.61e-01 9.65e-01 0.03330 2.68e-02 0.019700 6.54e-01 7.42e-01
REACTOME CDT1 ASSOCIATION WITH THE CDC6 ORC ORIGIN COMPLEX 44 9.28e-01 9.69e-01 0.03300 2.50e-02 -0.021600 7.74e-01 8.05e-01
REACTOME SIGNALING BY WNT 56 9.17e-01 9.69e-01 0.03280 -2.47e-02 -0.021700 7.50e-01 7.79e-01
REACTOME GAB1 SIGNALOSOME 32 9.54e-01 9.85e-01 0.03160 -1.19e-02 -0.029300 9.08e-01 7.75e-01
REACTOME ORC1 REMOVAL FROM CHROMATIN 49 9.38e-01 9.72e-01 0.02930 7.67e-03 -0.028200 9.26e-01 7.33e-01
REACTOME SIGNALING BY ILS 62 9.27e-01 9.69e-01 0.02910 -2.58e-02 -0.013400 7.26e-01 8.55e-01
REACTOME SIGNALING BY FGFR IN DISEASE 79 9.06e-01 9.69e-01 0.02870 -7.19e-03 0.027800 9.12e-01 6.70e-01
REACTOME SYNTHESIS OF DNA 59 9.28e-01 9.69e-01 0.02870 2.15e-02 -0.019000 7.76e-01 8.01e-01
REACTOME HOST INTERACTIONS OF HIV FACTORS 96 8.96e-01 9.69e-01 0.02810 1.59e-02 0.023200 7.88e-01 6.95e-01
REACTOME CROSS PRESENTATION OF SOLUBLE EXOGENOUS ANTIGENS ENDOSOMES 40 9.64e-01 9.86e-01 0.02430 1.05e-02 -0.022000 9.09e-01 8.10e-01
REACTOME MITOTIC M M G1 PHASES 92 9.28e-01 9.69e-01 0.02330 2.57e-03 -0.023200 9.66e-01 7.02e-01
REACTOME PROCESSING OF CAPPED INTRON CONTAINING PRE MRNA 123 9.28e-01 9.69e-01 0.02040 1.94e-02 0.006340 7.11e-01 9.04e-01
REACTOME CLEAVAGE OF GROWING TRANSCRIPT IN THE TERMINATION REGION 37 9.78e-01 9.92e-01 0.02010 2.00e-02 -0.002490 8.34e-01 9.79e-01
REACTOME SIGNALING BY FGFR 67 9.63e-01 9.86e-01 0.01930 -5.47e-03 0.018500 9.38e-01 7.94e-01
REACTOME METABOLISM OF LIPIDS AND LIPOPROTEINS 274 9.00e-01 9.69e-01 0.01650 -8.21e-03 -0.014300 8.17e-01 6.87e-01
REACTOME ADAPTIVE IMMUNE SYSTEM 333 8.81e-01 9.69e-01 0.01630 3.51e-03 0.015900 9.13e-01 6.21e-01
REACTOME SCFSKP2 MEDIATED DEGRADATION OF P27 P21 43 9.83e-01 9.92e-01 0.01600 1.13e-02 -0.011300 8.98e-01 8.98e-01
REACTOME APOPTOSIS 94 9.67e-01 9.87e-01 0.01570 1.42e-02 0.006750 8.13e-01 9.10e-01
REACTOME DNA REPLICATION 102 9.64e-01 9.86e-01 0.01520 9.48e-03 -0.011900 8.69e-01 8.36e-01
REACTOME MRNA PROCESSING 137 9.55e-01 9.85e-01 0.01520 1.51e-02 0.000991 7.61e-01 9.84e-01
REACTOME DOWNSTREAM SIGNAL TRANSDUCTION 70 9.82e-01 9.92e-01 0.01280 6.70e-03 -0.011000 9.23e-01 8.74e-01
REACTOME TRANSCRIPTION 125 9.79e-01 9.92e-01 0.01080 -9.81e-03 -0.004600 8.50e-01 9.30e-01
REACTOME S PHASE 69 9.90e-01 9.96e-01 0.01010 9.18e-03 0.004270 8.95e-01 9.51e-01
REACTOME CYCLIN E ASSOCIATED EVENTS DURING G1 S TRANSITION 50 9.96e-01 9.98e-01 0.00730 6.39e-03 -0.003530 9.38e-01 9.66e-01
REACTOME RNA POL I RNA POL III AND MITOCHONDRIAL TRANSCRIPTION 55 9.97e-01 9.98e-01 0.00585 5.55e-03 0.001860 9.43e-01 9.81e-01
REACTOME MITOTIC PROMETAPHASE 41 9.98e-01 9.98e-01 0.00567 -2.78e-03 -0.004940 9.75e-01 9.56e-01



Detailed Gene set reports


REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING

REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING
metric value
setSize 12
pMANOVA 1.23e-10
p.adjustMANOVA 8.01e-09
s.dist 1.11
s.Sed 0.555
s.Ex -0.959
p.Sed 0.000873
p.Ex 8.71e-09




Top 20 genes
Gene Sed Ex
Atp5a1 4579 -4356
Atp5b 4271 -4353
Atp5e 4304 -4258
Atp5g1 4005 -4432
Atp5k 3878 -4428
Atp5d 4105 -3683
Atp5j 3260 -4452
Atp5o 2963 -4403
Atp5j2 1920 -4456
Atp5h 1871 -4437

Click HERE to show all gene set members

All member genes
Sed Ex
Atp5a1 4579 -4356
Atp5b 4271 -4353
Atp5c1 -1288 -4222
Atp5d 4105 -3683
Atp5e 4304 -4258
Atp5g1 4005 -4432
Atp5h 1871 -4437
Atp5j 3260 -4452
Atp5j2 1920 -4456
Atp5k 3878 -4428
Atp5l -3155 -4438
Atp5o 2963 -4403





REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE

REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE
metric value
setSize 19
pMANOVA 5.1e-13
p.adjustMANOVA 4.64e-11
s.dist 0.983
s.Sed 0.391
s.Ex -0.902
p.Sed 0.00315
p.Ex 9.83e-12




Top 20 genes
Gene Sed Ex
Aco2 4576 -4220
Mdh2 4505 -4175
Idh3g 4542 -4069
Sdha 4123 -4398
Cs 4410 -3960
Dlst 4246 -3883
Sdhc 3278 -4391
Idh3a 3147 -4279
Sdhd 3380 -3632
Suclg2 3041 -3744
Suclg1 2714 -2968
Idh3b 1756 -4435
Ogdh 1921 -3401
Sucla2 1069 -4114
Fh1 878 -4255

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 4576 -4220
Cs 4410 -3960
Dld -1379 -4321
Dlst 4246 -3883
Fh1 878 -4255
Idh2 -4444 -4514
Idh3a 3147 -4279
Idh3b 1756 -4435
Idh3g 4542 -4069
Mdh2 4505 -4175
Nnt -4292 -3935
Ogdh 1921 -3401
Sdha 4123 -4398
Sdhb -3089 -4482
Sdhc 3278 -4391
Sdhd 3380 -3632
Sucla2 1069 -4114
Suclg1 2714 -2968
Suclg2 3041 -3744





REACTOME_RESPIRATORY_ELECTRON_TRANSPORT

REACTOME_RESPIRATORY_ELECTRON_TRANSPORT
metric value
setSize 59
pMANOVA 1.01e-31
p.adjustMANOVA 1.54e-29
s.dist 0.893
s.Sed 0.118
s.Ex -0.885
p.Sed 0.116
p.Ex 4.99e-32




Top 20 genes
Gene Sed Ex
Uqcr11 4172 -4408
Sdha 4123 -4398
Ndufs3 4205 -4250
Cox6b1 4132 -4283
Ndufs2 4159 -4213
Ndufa8 3955 -4039
Cox4i1 3581 -4373
Uqcrc1 3692 -4229
Ndufv3 4011 -3863
Ndufa13 4389 -3436
Ndufa1 3348 -4346
Sdhc 3278 -4391
Ndufa7 4298 -3174
Ndufa10 3357 -4028
Ndufs1 3101 -4307
Ndufa9 2917 -4400
Sdhd 3380 -3632
Uqcrfs1 2595 -4399
Ndufb6 4259 -2503
Ndufs7 2616 -3994

Click HERE to show all gene set members

All member genes
Sed Ex
Cox4i1 3581 -4373
Cox5a 1357 -4389
Cox6a1 -4434 -905
Cox6b1 4132 -4283
Cox6c -4441 -4405
Cox7a2l -2532 1635
Cox7c -2615 -4357
Cox8a -4390 -4143
Cyc1 1294 -4306
Cycs -4344 -3998
Etfa -3050 -4440
Etfb -1093 -4284
Etfdh -2662 -4471
Ndufa1 3348 -4346
Ndufa10 3357 -4028
Ndufa11 1101 -4217
Ndufa12 -1142 -4272
Ndufa13 4389 -3436
Ndufa2 -1021 -4070
Ndufa3 2206 -4235
Ndufa4 -4245 -4424
Ndufa5 -4284 -4354
Ndufa6 -1279 -4341
Ndufa7 4298 -3174
Ndufa8 3955 -4039
Ndufa9 2917 -4400
Ndufab1 -2180 -4455
Ndufb10 1603 -4206
Ndufb2 -494 -4120
Ndufb3 -1156 -4303
Ndufb4 -3277 -3751
Ndufb5 601 -4047
Ndufb6 4259 -2503
Ndufb7 -2070 -3367
Ndufb9 -1127 -4386
Ndufc1 -207 -3504
Ndufc2 -816 -3497
Ndufs1 3101 -4307
Ndufs2 4159 -4213
Ndufs3 4205 -4250
Ndufs4 2238 -4187
Ndufs5 1002 -3691
Ndufs6 3006 -3130
Ndufs7 2616 -3994
Ndufs8 1170 -4300
Ndufv1 1289 -4240
Ndufv2 -2993 -4418
Ndufv3 4011 -3863
Sdha 4123 -4398
Sdhb -3089 -4482
Sdhc 3278 -4391
Sdhd 3380 -3632
Uqcr11 4172 -4408
Uqcrb -300 -4298
Uqcrc1 3692 -4229
Uqcrc2 1989 -4430
Uqcrfs1 2595 -4399
Uqcrh 75 -4247
Uqcrq -311 -4384





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 1.81e-38
p.adjustMANOVA 4.12e-36
s.dist 0.883
s.Sed 0.189
s.Ex -0.863
p.Sed 0.00533
p.Ex 2.31e-37




Top 20 genes
Gene Sed Ex
Atp5a1 4579 -4356
Atp5b 4271 -4353
Uqcr11 4172 -4408
Atp5e 4304 -4258
Sdha 4123 -4398
Ndufs3 4205 -4250
Atp5g1 4005 -4432
Cox6b1 4132 -4283
Ndufs2 4159 -4213
Atp5k 3878 -4428
Ndufa8 3955 -4039
Cox4i1 3581 -4373
Uqcrc1 3692 -4229
Ndufv3 4011 -3863
Atp5d 4105 -3683
Ndufa13 4389 -3436
Ndufa1 3348 -4346
Atp5j 3260 -4452
Sdhc 3278 -4391
Ndufa7 4298 -3174

Click HERE to show all gene set members

All member genes
Sed Ex
Atp5a1 4579 -4356
Atp5b 4271 -4353
Atp5c1 -1288 -4222
Atp5d 4105 -3683
Atp5e 4304 -4258
Atp5g1 4005 -4432
Atp5h 1871 -4437
Atp5j 3260 -4452
Atp5j2 1920 -4456
Atp5k 3878 -4428
Atp5l -3155 -4438
Atp5o 2963 -4403
Cox4i1 3581 -4373
Cox5a 1357 -4389
Cox6a1 -4434 -905
Cox6b1 4132 -4283
Cox6c -4441 -4405
Cox7a2l -2532 1635
Cox7c -2615 -4357
Cox8a -4390 -4143
Cyc1 1294 -4306
Cycs -4344 -3998
Etfa -3050 -4440
Etfb -1093 -4284
Etfdh -2662 -4471
Ndufa1 3348 -4346
Ndufa10 3357 -4028
Ndufa11 1101 -4217
Ndufa12 -1142 -4272
Ndufa13 4389 -3436
Ndufa2 -1021 -4070
Ndufa3 2206 -4235
Ndufa4 -4245 -4424
Ndufa5 -4284 -4354
Ndufa6 -1279 -4341
Ndufa7 4298 -3174
Ndufa8 3955 -4039
Ndufa9 2917 -4400
Ndufab1 -2180 -4455
Ndufb10 1603 -4206
Ndufb2 -494 -4120
Ndufb3 -1156 -4303
Ndufb4 -3277 -3751
Ndufb5 601 -4047
Ndufb6 4259 -2503
Ndufb7 -2070 -3367
Ndufb9 -1127 -4386
Ndufc1 -207 -3504
Ndufc2 -816 -3497
Ndufs1 3101 -4307
Ndufs2 4159 -4213
Ndufs3 4205 -4250
Ndufs4 2238 -4187
Ndufs5 1002 -3691
Ndufs6 3006 -3130
Ndufs7 2616 -3994
Ndufs8 1170 -4300
Ndufv1 1289 -4240
Ndufv2 -2993 -4418
Ndufv3 4011 -3863
Sdha 4123 -4398
Sdhb -3089 -4482
Sdhc 3278 -4391
Sdhd 3380 -3632
Ucp2 -2640 3168
Ucp3 3132 1002
Uqcr11 4172 -4408
Uqcrb -300 -4298
Uqcrc1 3692 -4229
Uqcrc2 1989 -4430
Uqcrfs1 2595 -4399
Uqcrh 75 -4247
Uqcrq -311 -4384





REACTOME_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT

REACTOME_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT
metric value
setSize 107
pMANOVA 3.05e-52
p.adjustMANOVA 1.39e-49
s.dist 0.852
s.Sed 0.203
s.Ex -0.827
p.Sed 0.000297
p.Ex 1.04e-49




Top 20 genes
Gene Sed Ex
Atp5a1 4579 -4356
Aco2 4576 -4220
Mdh2 4505 -4175
Atp5b 4271 -4353
Idh3g 4542 -4069
Uqcr11 4172 -4408
Atp5e 4304 -4258
Sdha 4123 -4398
Ndufs3 4205 -4250
Atp5g1 4005 -4432
Cox6b1 4132 -4283
Ndufs2 4159 -4213
Cs 4410 -3960
Atp5k 3878 -4428
Dlst 4246 -3883
Ndufa8 3955 -4039
Cox4i1 3581 -4373
Uqcrc1 3692 -4229
Ndufv3 4011 -3863
Atp5d 4105 -3683

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 4576 -4220
Adhfe1 -1240 -4349
Atp5a1 4579 -4356
Atp5b 4271 -4353
Atp5c1 -1288 -4222
Atp5d 4105 -3683
Atp5e 4304 -4258
Atp5g1 4005 -4432
Atp5h 1871 -4437
Atp5j 3260 -4452
Atp5j2 1920 -4456
Atp5k 3878 -4428
Atp5l -3155 -4438
Atp5o 2963 -4403
Bsg 1383 -3945
Cox4i1 3581 -4373
Cox5a 1357 -4389
Cox6a1 -4434 -905
Cox6b1 4132 -4283
Cox6c -4441 -4405
Cox7a2l -2532 1635
Cox7c -2615 -4357
Cox8a -4390 -4143
Cs 4410 -3960
Cyc1 1294 -4306
Cycs -4344 -3998
D2hgdh 1444 -3783
Dlat 1892 -4327
Dld -1379 -4321
Dlst 4246 -3883
Etfa -3050 -4440
Etfb -1093 -4284
Etfdh -2662 -4471
Fh1 878 -4255
Idh1 -3241 -4073
Idh2 -4444 -4514
Idh3a 3147 -4279
Idh3b 1756 -4435
Idh3g 4542 -4069
L2hgdh 68 -742
Ldha 4475 -1794
Ldhb -4506 -4519
Mdh2 4505 -4175
Ndufa1 3348 -4346
Ndufa10 3357 -4028
Ndufa11 1101 -4217
Ndufa12 -1142 -4272
Ndufa13 4389 -3436
Ndufa2 -1021 -4070
Ndufa3 2206 -4235
Ndufa4 -4245 -4424
Ndufa5 -4284 -4354
Ndufa6 -1279 -4341
Ndufa7 4298 -3174
Ndufa8 3955 -4039
Ndufa9 2917 -4400
Ndufab1 -2180 -4455
Ndufb10 1603 -4206
Ndufb2 -494 -4120
Ndufb3 -1156 -4303
Ndufb4 -3277 -3751
Ndufb5 601 -4047
Ndufb6 4259 -2503
Ndufb7 -2070 -3367
Ndufb9 -1127 -4386
Ndufc1 -207 -3504
Ndufc2 -816 -3497
Ndufs1 3101 -4307
Ndufs2 4159 -4213
Ndufs3 4205 -4250
Ndufs4 2238 -4187
Ndufs5 1002 -3691
Ndufs6 3006 -3130
Ndufs7 2616 -3994
Ndufs8 1170 -4300
Ndufv1 1289 -4240
Ndufv2 -2993 -4418
Ndufv3 4011 -3863
Nnt -4292 -3935
Ogdh 1921 -3401
Pdha1 3140 -4451
Pdhb -2283 -4397
Pdhx 4338 -3249
Pdk1 -1906 -4122
Pdk2 3920 -2055
Pdk4 -3024 -4414
Pdp1 2017 -32
Pdp2 848 2015
Pdpr -926 -3700
Sdha 4123 -4398
Sdhb -3089 -4482
Sdhc 3278 -4391
Sdhd 3380 -3632
Slc16a1 223 -4439
Slc16a3 3016 4172
Sucla2 1069 -4114
Suclg1 2714 -2968
Suclg2 3041 -3744
Ucp2 -2640 3168
Ucp3 3132 1002
Uqcr11 4172 -4408
Uqcrb -300 -4298
Uqcrc1 3692 -4229
Uqcrc2 1989 -4430
Uqcrfs1 2595 -4399
Uqcrh 75 -4247
Uqcrq -311 -4384





REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION

REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION
metric value
setSize 13
pMANOVA 2.72e-06
p.adjustMANOVA 0.000124
s.dist 0.801
s.Sed 0.293
s.Ex -0.745
p.Sed 0.0677
p.Ex 3.27e-06




Top 20 genes
Gene Sed Ex
Hadha 3895 -4454
Hadh 3415 -4466
Acadl 3340 -4498
Acadvl 797 -4446
Echs1 777 -4249
Acads 4139 -605
Acadm 192 -4448
Pcca 4430 -30

Click HERE to show all gene set members

All member genes
Sed Ex
Acadl 3340 -4498
Acadm 192 -4448
Acads 4139 -605
Acadvl 797 -4446
Decr1 -2328 -4329
Echs1 777 -4249
Eci1 -4512 -4436
Hadh 3415 -4466
Hadha 3895 -4454
Hadhb -81 -4479
Mcee -247 -3759
Pcca 4430 -30
Pccb 3850 666





REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE

REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE
metric value
setSize 38
pMANOVA 6.77e-17
p.adjustMANOVA 7.7e-15
s.dist 0.8
s.Sed 0.25
s.Ex -0.76
p.Sed 0.00782
p.Ex 5.17e-16




Top 20 genes
Gene Sed Ex
Aco2 4576 -4220
Mdh2 4505 -4175
Idh3g 4542 -4069
Sdha 4123 -4398
Cs 4410 -3960
Dlst 4246 -3883
Sdhc 3278 -4391
Pdhx 4338 -3249
Pdha1 3140 -4451
Idh3a 3147 -4279
Sdhd 3380 -3632
Suclg2 3041 -3744
Dlat 1892 -4327
Pdk2 3920 -2055
Suclg1 2714 -2968
Ldha 4475 -1794
Idh3b 1756 -4435
Ogdh 1921 -3401
D2hgdh 1444 -3783
Bsg 1383 -3945

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 4576 -4220
Adhfe1 -1240 -4349
Bsg 1383 -3945
Cs 4410 -3960
D2hgdh 1444 -3783
Dlat 1892 -4327
Dld -1379 -4321
Dlst 4246 -3883
Fh1 878 -4255
Idh1 -3241 -4073
Idh2 -4444 -4514
Idh3a 3147 -4279
Idh3b 1756 -4435
Idh3g 4542 -4069
L2hgdh 68 -742
Ldha 4475 -1794
Ldhb -4506 -4519
Mdh2 4505 -4175
Nnt -4292 -3935
Ogdh 1921 -3401
Pdha1 3140 -4451
Pdhb -2283 -4397
Pdhx 4338 -3249
Pdk1 -1906 -4122
Pdk2 3920 -2055
Pdk4 -3024 -4414
Pdp1 2017 -32
Pdp2 848 2015
Pdpr -926 -3700
Sdha 4123 -4398
Sdhb -3089 -4482
Sdhc 3278 -4391
Sdhd 3380 -3632
Slc16a1 223 -4439
Slc16a3 3016 4172
Sucla2 1069 -4114
Suclg1 2714 -2968
Suclg2 3041 -3744





REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS

REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS
metric value
setSize 11
pMANOVA 7.58e-05
p.adjustMANOVA 0.00215
s.dist 0.771
s.Sed 0.613
s.Ex 0.468
p.Sed 0.00043
p.Ex 0.00725




Top 20 genes
Gene Sed Ex
Phka1 4580 4576
Pygm 4593 4507
Agl 4326 4283
Phkg1 4066 4440
Calm1 4582 3685
Pgm1 4482 3569
Phkb 4318 3445
Phkg2 3154 2022

Click HERE to show all gene set members

All member genes
Sed Ex
Agl 4326 4283
Calm1 4582 3685
Gyg 4017 -2789
Pgm1 4482 3569
Phka1 4580 4576
Phka2 -3801 -1125
Phkb 4318 3445
Phkg1 4066 4440
Phkg2 3154 2022
Pygb -3233 -2394
Pygm 4593 4507





REACTOME_COMPLEMENT_CASCADE

REACTOME_COMPLEMENT_CASCADE
metric value
setSize 11
pMANOVA 0.000112
p.adjustMANOVA 0.00301
s.dist 0.729
s.Sed -0.505
s.Ex 0.526
p.Sed 0.00373
p.Ex 0.00251




Top 20 genes
Gene Sed Ex
Cfd -4537 4639
C4b -4518 4484
C3 -4307 4597
C1qa -4290 4145
C7 -1580 2751
C1s1 -2652 535
C1qb -47 3496

Click HERE to show all gene set members

All member genes
Sed Ex
C1qa -4290 4145
C1qb -47 3496
C1qc 2919 4563
C1s1 -2652 535
C3 -4307 4597
C4b -4518 4484
C7 -1580 2751
Cd46 684 1234
Cfd -4537 4639
Cr1l -4165 -1949
Pros1 -2718 -1326





REACTOME_NCAM1_INTERACTIONS

REACTOME_NCAM1_INTERACTIONS
metric value
setSize 16
pMANOVA 5.25e-06
p.adjustMANOVA 0.000217
s.dist 0.706
s.Sed -0.15
s.Ex 0.69
p.Sed 0.3
p.Ex 1.74e-06




Top 20 genes
Gene Sed Ex
Col3a1 -4528 4636
Col1a1 -3831 4630
Col1a2 -3332 4583
Col6a3 -2517 4530
Col6a1 -2154 4599
Col4a1 -2257 4124
Prnp -1805 4522
Col5a2 -1688 4621
Col5a1 -822 4462
Gfra1 -2469 885

Click HERE to show all gene set members

All member genes
Sed Ex
Agrn 4040 4011
Cacna1s 3855 -1985
Cacnb1 4560 3621
Col1a1 -3831 4630
Col1a2 -3332 4583
Col3a1 -4528 4636
Col4a1 -2257 4124
Col4a2 1752 2207
Col5a1 -822 4462
Col5a2 -1688 4621
Col6a1 -2154 4599
Col6a2 3285 4582
Col6a3 -2517 4530
Gfra1 -2469 885
Nrtn -2737 -2518
Prnp -1805 4522





REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX

REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX
metric value
setSize 11
pMANOVA 0.000418
p.adjustMANOVA 0.00865
s.dist 0.682
s.Sed 0.128
s.Ex -0.67
p.Sed 0.464
p.Ex 0.000119




Top 20 genes
Gene Sed Ex
Pdhx 4338 -3249
Pdha1 3140 -4451
Dlat 1892 -4327
Pdk2 3920 -2055
Pdp1 2017 -32

Click HERE to show all gene set members

All member genes
Sed Ex
Dlat 1892 -4327
Dld -1379 -4321
Pdha1 3140 -4451
Pdhb -2283 -4397
Pdhx 4338 -3249
Pdk1 -1906 -4122
Pdk2 3920 -2055
Pdk4 -3024 -4414
Pdp1 2017 -32
Pdp2 848 2015
Pdpr -926 -3700





REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT

REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT
metric value
setSize 42
pMANOVA 7.29e-13
p.adjustMANOVA 5.53e-11
s.dist 0.662
s.Sed 0.127
s.Ex -0.65
p.Sed 0.156
p.Ex 3.21e-13




Top 20 genes
Gene Sed Ex
Atp5a1 4579 -4356
Aco2 4576 -4220
Slc25a12 4526 -4191
Atp5b 4271 -4353
Idh3g 4542 -4069
Atp5g1 4005 -4432
Cs 4410 -3960
Vdac1 3637 -3887
Ldhd 2947 -3948
Samm50 2793 -4072
Tomm7 2832 -3888
Timm23 2645 -4111
Timm8a1 2609 -4141
Slc25a4 2210 -4231
Dnajc19 2444 -3511
Timm17a 2075 -3344
Timm9 1500 -3924
Cyc1 1294 -4306
Coq2 2219 -2257
Tomm40 808 -3697

Click HERE to show all gene set members

All member genes
Sed Ex
Aco2 4576 -4220
Atp5a1 4579 -4356
Atp5b 4271 -4353
Atp5g1 4005 -4432
Bcs1l -3252 -3073
Coq2 2219 -2257
Cs 4410 -3960
Cyc1 1294 -4306
Dnajc19 2444 -3511
Fxn 1386 3827
Gfer 3427 289
Grpel1 2187 -1226
Grpel2 -3833 -2955
Hscb -1014 -4087
Hspa9 -2054 -4382
Hspd1 -3398 -4411
Idh3g 4542 -4069
Ldhd 2947 -3948
Mtx1 -3073 -1444
Mtx2 -3976 -3841
Pmpca -3824 -3079
Pmpcb -1949 -3563
Samm50 2793 -4072
Slc25a12 4526 -4191
Slc25a4 2210 -4231
Timm10 -4209 -3903
Timm13 41 -2210
Timm17a 2075 -3344
Timm17b -2895 3522
Timm22 -2464 2458
Timm23 2645 -4111
Timm44 -785 -3911
Timm50 -729 -2172
Timm8a1 2609 -4141
Timm8b -3217 -2393
Timm9 1500 -3924
Tomm20 -3882 -3505
Tomm22 2598 801
Tomm40 808 -3697
Tomm5 -920 -3711
Tomm7 2832 -3888
Vdac1 3637 -3887





REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION

REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION
metric value
setSize 32
pMANOVA 7.87e-10
p.adjustMANOVA 4.48e-08
s.dist 0.653
s.Sed -0.245
s.Ex 0.605
p.Sed 0.0166
p.Ex 3.11e-09




Top 20 genes
Gene Sed Ex
Col3a1 -4528 4636
Col1a1 -3831 4630
Timp2 -3837 4202
Col22a1 -3507 4541
Bmp1 -3826 4154
Col1a2 -3332 4583
Adamts2 -3691 3098
Col6a3 -2517 4530
Col6a1 -2154 4599
Mmp14 -2386 4082
Col4a1 -2257 4124
Mmp2 -3364 2509
Pcolce -2407 3498
Pcolce2 -2414 3471
Col5a2 -1688 4621
Col14a1 -1732 3126
Col24a1 -1646 2798
Col5a1 -822 4462
Plod3 -2800 408
Furin -222 4133

Click HERE to show all gene set members

All member genes
Sed Ex
Adamts2 -3691 3098
Bmp1 -3826 4154
Col11a2 437 4358
Col14a1 -1732 3126
Col15a1 1151 -1788
Col1a1 -3831 4630
Col1a2 -3332 4583
Col22a1 -3507 4541
Col24a1 -1646 2798
Col3a1 -4528 4636
Col4a1 -2257 4124
Col4a2 1752 2207
Col5a1 -822 4462
Col5a2 -1688 4621
Col5a3 1013 4106
Col6a1 -2154 4599
Col6a2 3285 4582
Col6a3 -2517 4530
Col7a1 4504 4605
Crtap -2591 -1519
Furin -222 4133
Mmp14 -2386 4082
Mmp15 232 3028
Mmp2 -3364 2509
P4hb 2193 34
Pcolce -2407 3498
Pcolce2 -2414 3471
Plod1 4181 -2579
Plod3 -2800 408
Ppib -2029 -2223
Serpinh1 3663 -602
Timp2 -3837 4202





REACTOME_PYRUVATE_METABOLISM

REACTOME_PYRUVATE_METABOLISM
metric value
setSize 16
pMANOVA 6.86e-05
p.adjustMANOVA 0.00208
s.dist 0.627
s.Sed 0.149
s.Ex -0.609
p.Sed 0.302
p.Ex 2.48e-05




Top 20 genes
Gene Sed Ex
Pdhx 4338 -3249
Pdha1 3140 -4451
Dlat 1892 -4327
Pdk2 3920 -2055
Ldha 4475 -1794
Bsg 1383 -3945
Slc16a1 223 -4439
Pdp1 2017 -32

Click HERE to show all gene set members

All member genes
Sed Ex
Bsg 1383 -3945
Dlat 1892 -4327
Dld -1379 -4321
Ldha 4475 -1794
Ldhb -4506 -4519
Pdha1 3140 -4451
Pdhb -2283 -4397
Pdhx 4338 -3249
Pdk1 -1906 -4122
Pdk2 3920 -2055
Pdk4 -3024 -4414
Pdp1 2017 -32
Pdp2 848 2015
Pdpr -926 -3700
Slc16a1 223 -4439
Slc16a3 3016 4172





REACTOME_COLLAGEN_FORMATION

REACTOME_COLLAGEN_FORMATION
metric value
setSize 27
pMANOVA 1.86e-07
p.adjustMANOVA 9.39e-06
s.dist 0.612
s.Sed -0.212
s.Ex 0.574
p.Sed 0.0571
p.Ex 2.45e-07




Top 20 genes
Gene Sed Ex
Col3a1 -4528 4636
Col1a1 -3831 4630
Col22a1 -3507 4541
Bmp1 -3826 4154
Col1a2 -3332 4583
Adamts2 -3691 3098
Col6a3 -2517 4530
Col6a1 -2154 4599
Col4a1 -2257 4124
Pcolce -2407 3498
Pcolce2 -2414 3471
Col5a2 -1688 4621
Col14a1 -1732 3126
Col24a1 -1646 2798
Col5a1 -822 4462
Plod3 -2800 408

Click HERE to show all gene set members

All member genes
Sed Ex
Adamts2 -3691 3098
Bmp1 -3826 4154
Col11a2 437 4358
Col14a1 -1732 3126
Col15a1 1151 -1788
Col1a1 -3831 4630
Col1a2 -3332 4583
Col22a1 -3507 4541
Col24a1 -1646 2798
Col3a1 -4528 4636
Col4a1 -2257 4124
Col4a2 1752 2207
Col5a1 -822 4462
Col5a2 -1688 4621
Col5a3 1013 4106
Col6a1 -2154 4599
Col6a2 3285 4582
Col6a3 -2517 4530
Col7a1 4504 4605
Crtap -2591 -1519
P4hb 2193 34
Pcolce -2407 3498
Pcolce2 -2414 3471
Plod1 4181 -2579
Plod3 -2800 408
Ppib -2029 -2223
Serpinh1 3663 -602





REACTOME_GLUCONEOGENESIS

REACTOME_GLUCONEOGENESIS
metric value
setSize 18
pMANOVA 3.36e-05
p.adjustMANOVA 0.00118
s.dist 0.61
s.Sed 0.561
s.Ex -0.24
p.Sed 3.84e-05
p.Ex 0.0778




Top 20 genes
Gene Sed Ex
Got2 4306 -4413
Slc25a12 4526 -4191
Mdh2 4505 -4175
Pgam2 3146 -2898
Mdh1 1408 -4486
Got1 1234 -4485
Pgk1 4540 -620
Fbp2 1144 -1977

Click HERE to show all gene set members

All member genes
Sed Ex
Eno1 1645 4252
Eno3 4566 1120
Fbp2 1144 -1977
Got1 1234 -4485
Got2 4306 -4413
Gpi1 4570 3787
Mdh1 1408 -4486
Mdh2 4505 -4175
Pcx 3841 883
Pfkfb1 3251 162
Pgam1 1492 161
Pgam2 3146 -2898
Pgk1 4540 -620
Prkaca -2139 1766
Prkacb 1802 153
Slc25a11 -789 -4262
Slc25a12 4526 -4191
Tpi1 3450 553





REACTOME_ADP_SIGNALLING_THROUGH_P2RY1

REACTOME_ADP_SIGNALLING_THROUGH_P2RY1
metric value
setSize 11
pMANOVA 0.00754
p.adjustMANOVA 0.0837
s.dist 0.55
s.Sed -0.164
s.Ex -0.525
p.Sed 0.345
p.Ex 0.0026




Top 20 genes
Gene Sed Ex
Gnaq -4218 -2690
P2ry1 -2459 -4415
Gng12 -2199 -3786
Gnb4 -2177 -2146
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 -3535 1556
Gnaq -4218 -2690
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Mapk14 3679 -270
P2ry1 -2459 -4415





REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR

REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR
metric value
setSize 10
pMANOVA 0.0161
p.adjustMANOVA 0.159
s.dist 0.532
s.Sed -0.245
s.Ex -0.472
p.Sed 0.179
p.Ex 0.0097




Top 20 genes
Gene Sed Ex
Gnaq -4218 -2690
Gng12 -2199 -3786
Gnb4 -2177 -2146
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 -3535 1556
Gna13 -1752 36
Gnaq -4218 -2690
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225





REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA

REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA
metric value
setSize 11
pMANOVA 0.0175
p.adjustMANOVA 0.168
s.dist 0.501
s.Sed -0.174
s.Ex -0.47
p.Sed 0.318
p.Ex 0.007




Top 20 genes
Gene Sed Ex
Gng12 -2199 -3786
Gnb4 -2177 -2146
Akt3 -3476 -830
Pdpk1 -427 -2405
Akt1 -3945 -178
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Akt2 842 353
Akt3 -3476 -830
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Pdpk1 -427 -2405





REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM

REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM
metric value
setSize 16
pMANOVA 0.00384
p.adjustMANOVA 0.0545
s.dist 0.483
s.Sed -0.0412
s.Ex -0.481
p.Sed 0.776
p.Ex 0.000864




Top 20 genes
Gene Sed Ex
Hibch -3967 -4186
Hibadh -2808 -4084
Dld -1379 -4321
Mccc2 -2153 -2504
Acat1 -336 -4477
Acad8 -569 -2195

Click HERE to show all gene set members

All member genes
Sed Ex
Acad8 -569 -2195
Acadsb 3161 -1575
Acat1 -336 -4477
Aldh6a1 2993 -3813
Auh -832 3068
Bcat2 -442 1436
Bckdha 1125 -3826
Bckdhb -3393 2098
Dbt 835 -185
Dld -1379 -4321
Hibadh -2808 -4084
Hibch -3967 -4186
Hsd17b10 2263 -2728
Ivd 2109 -3834
Mccc1 693 -3107
Mccc2 -2153 -2504





REACTOME_HORMONE_SENSITIVE_LIPASE_HSL_MEDIATED_TRIACYLGLYCEROL_HYDROLYSIS

REACTOME_HORMONE_SENSITIVE_LIPASE_HSL_MEDIATED_TRIACYLGLYCEROL_HYDROLYSIS
metric value
setSize 10
pMANOVA 0.0337
p.adjustMANOVA 0.238
s.dist 0.481
s.Sed -0.451
s.Ex -0.167
p.Sed 0.0136
p.Ex 0.359




Top 20 genes
Gene Sed Ex
Fabp4 -4539 -4416
Cav1 -4333 -4248
Ppp1cb -3247 -3611
Mgll -4372 -1095
Abhd5 -3918 -741

Click HERE to show all gene set members

All member genes
Sed Ex
Abhd5 -3918 -741
Cav1 -4333 -4248
Fabp4 -4539 -4416
Lipe -2413 1883
Mgll -4372 -1095
Ppp1ca -495 1257
Ppp1cb -3247 -3611
Ppp1cc 3219 2002
Prkaca -2139 1766
Prkacb 1802 153





REACTOME_SIGNAL_ATTENUATION

REACTOME_SIGNAL_ATTENUATION
metric value
setSize 10
pMANOVA 0.0297
p.adjustMANOVA 0.233
s.dist 0.477
s.Sed -0.417
s.Ex 0.232
p.Sed 0.0225
p.Ex 0.204




Top 20 genes
Gene Sed Ex
Grb10 -3331 4405
Shc2 -3293 1692
Irs2 -1297 4059
Grb2 -3855 698
Irs1 -3947 407
Mapk3 -594 2518

Click HERE to show all gene set members

All member genes
Sed Ex
Crk -4206 -3538
Grb10 -3331 4405
Grb2 -3855 698
Insr 1370 651
Irs1 -3947 407
Irs2 -1297 4059
Mapk3 -594 2518
Shc1 638 3990
Shc2 -3293 1692
Sos1 -369 -3654





REACTOME_INHIBITION_OF_INSULIN_SECRETION_BY_ADRENALINE_NORADRENALINE

REACTOME_INHIBITION_OF_INSULIN_SECRETION_BY_ADRENALINE_NORADRENALINE
metric value
setSize 10
pMANOVA 0.034
p.adjustMANOVA 0.238
s.dist 0.475
s.Sed 0.00166
s.Ex -0.475
p.Sed 0.993
p.Ex 0.00937




Top 20 genes
Gene Sed Ex
Gnb1 2464 -3575
Gnai2 3716 -1248
Gng5 670 -4225
Gnb2 449 -2545
Gnb5 193 -3169

Click HERE to show all gene set members

All member genes
Sed Ex
Adcy6 -3979 -817
Gnai2 3716 -1248
Gnao1 2064 867
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225





REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE

REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE
metric value
setSize 13
pMANOVA 0.0185
p.adjustMANOVA 0.169
s.dist 0.46
s.Sed 0.351
s.Ex 0.297
p.Sed 0.0284
p.Ex 0.0634




Top 20 genes
Gene Sed Ex
Slc3a2 4157 2590
Slc7a6 2226 3753
Slc7a2 1750 4587
Slc38a4 4365 1729
Slc36a1 4397 1486
Slc7a8 2513 2584
Slc38a2 1521 3718
Slc6a6 3788 1403

Click HERE to show all gene set members

All member genes
Sed Ex
Slc16a10 2752 -137
Slc1a5 -4533 2325
Slc36a1 4397 1486
Slc38a2 1521 3718
Slc38a3 1651 -4292
Slc38a4 4365 1729
Slc3a2 4157 2590
Slc43a1 -2845 1590
Slc43a2 -592 -2842
Slc6a6 3788 1403
Slc7a2 1750 4587
Slc7a6 2226 3753
Slc7a8 2513 2584





REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING

REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING
metric value
setSize 12
pMANOVA 0.0307
p.adjustMANOVA 0.233
s.dist 0.447
s.Sed -0.21
s.Ex -0.394
p.Sed 0.207
p.Ex 0.0182




Top 20 genes
Gene Sed Ex
Gng12 -2199 -3786
Gnb4 -2177 -2146
Akt3 -3476 -830
Pdpk1 -427 -2405
Akt1 -3945 -178
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Akt2 842 353
Akt3 -3476 -830
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Pdpk1 -427 -2405
Plcb3 -2788 2082





REACTOME_INTEGRIN_ALPHAIIB_BETA3_SIGNALING

REACTOME_INTEGRIN_ALPHAIIB_BETA3_SIGNALING
metric value
setSize 17
pMANOVA 0.00577
p.adjustMANOVA 0.0702
s.dist 0.445
s.Sed -0.426
s.Ex 0.13
p.Sed 0.00237
p.Ex 0.354




Top 20 genes
Gene Sed Ex
Rap1b -3031 3218
Fn1 -3442 2688
Ptpn1 -3287 2808
Ptk2 -2270 3409
Csk -3349 1422
Bcar1 -3720 886
Grb2 -3855 698
Vwf -600 973

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Bcar1 -3720 886
Crk -4206 -3538
Csk -3349 1422
Fn1 -3442 2688
Grb2 -3855 698
Pdpk1 -427 -2405
Ptk2 -2270 3409
Ptpn1 -3287 2808
Rap1a -4203 -2974
Rap1b -3031 3218
Rapgef3 1486 -132
Rasgrp2 964 1546
Shc1 638 3990
Sos1 -369 -3654
Tln1 829 2398
Vwf -600 973





REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION

REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION
metric value
setSize 18
pMANOVA 0.00602
p.adjustMANOVA 0.0702
s.dist 0.432
s.Sed -0.42
s.Ex 0.0999
p.Sed 0.00204
p.Ex 0.464




Top 20 genes
Gene Sed Ex
Rap1b -3031 3218
Fn1 -3442 2688
Ptpn1 -3287 2808
Ptk2 -2270 3409
Csk -3349 1422
Bcar1 -3720 886
Grb2 -3855 698
Vwf -600 973

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Bcar1 -3720 886
Crk -4206 -3538
Csk -3349 1422
Fn1 -3442 2688
Grb2 -3855 698
Pdpk1 -427 -2405
Ptk2 -2270 3409
Ptpn1 -3287 2808
Rap1a -4203 -2974
Rap1b -3031 3218
Rapgef3 1486 -132
Rasgrp2 964 1546
Shc1 638 3990
Sos1 -369 -3654
Thpo -1447 -1828
Tln1 829 2398
Vwf -600 973





REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM

REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM
metric value
setSize 20
pMANOVA 0.00345
p.adjustMANOVA 0.0507
s.dist 0.428
s.Sed -0.251
s.Ex 0.347
p.Sed 0.0524
p.Ex 0.00733




Top 20 genes
Gene Sed Ex
B3gat3 -4300 3673
Bgn -4102 3444
B4galt7 -4120 2846
Hspg2 -2360 4328
Ids -3049 3196
Dse -1378 2981
Sdc2 -2835 777
Csgalnact2 -2455 406
Idua -491 1334
Hexa -2473 94

Click HERE to show all gene set members

All member genes
Sed Ex
Agrn 4040 4011
B3gat3 -4300 3673
B4galt7 -4120 2846
Bgn -4102 3444
Chpf2 1760 4326
Csgalnact2 -2455 406
Dcn -4548 -899
Dse -1378 2981
Gpc1 3261 1323
Gpc4 4492 1225
Gxylt1 -2152 -888
Hexa -2473 94
Hexb 407 3056
Hspg2 -2360 4328
Ids -3049 3196
Idua -491 1334
Sdc2 -2835 777
Sdc3 750 1200
Sdc4 -2116 -2595
Vcan -870 -919





REACTOME_AMINO_ACID_AND_OLIGOPEPTIDE_SLC_TRANSPORTERS

REACTOME_AMINO_ACID_AND_OLIGOPEPTIDE_SLC_TRANSPORTERS
metric value
setSize 15
pMANOVA 0.0197
p.adjustMANOVA 0.172
s.dist 0.425
s.Sed 0.333
s.Ex 0.264
p.Sed 0.0255
p.Ex 0.0767




Top 20 genes
Gene Sed Ex
Slc15a2 3370 4261
Slc3a2 4157 2590
Slc7a6 2226 3753
Slc7a2 1750 4587
Slc38a4 4365 1729
Slc36a1 4397 1486
Slc7a8 2513 2584
Slc38a2 1521 3718
Slc6a6 3788 1403

Click HERE to show all gene set members

All member genes
Sed Ex
Slc15a2 3370 4261
Slc15a4 -1363 -3712
Slc16a10 2752 -137
Slc1a5 -4533 2325
Slc36a1 4397 1486
Slc38a2 1521 3718
Slc38a3 1651 -4292
Slc38a4 4365 1729
Slc3a2 4157 2590
Slc43a1 -2845 1590
Slc43a2 -592 -2842
Slc6a6 3788 1403
Slc7a2 1750 4587
Slc7a6 2226 3753
Slc7a8 2513 2584





REACTOME_SIGNAL_AMPLIFICATION

REACTOME_SIGNAL_AMPLIFICATION
metric value
setSize 14
pMANOVA 0.0318
p.adjustMANOVA 0.233
s.dist 0.41
s.Sed -0.157
s.Ex -0.379
p.Sed 0.311
p.Ex 0.014




Top 20 genes
Gene Sed Ex
Gnaq -4218 -2690
P2ry1 -2459 -4415
Gng12 -2199 -3786
Gnb4 -2177 -2146
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Gna11 -3535 1556
Gna13 -1752 36
Gnai2 3716 -1248
Gnai3 -3657 3506
Gnaq -4218 -2690
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Mapk14 3679 -270
P2ry1 -2459 -4415





REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING

REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING
metric value
setSize 12
pMANOVA 0.0479
p.adjustMANOVA 0.307
s.dist 0.41
s.Sed -0.409
s.Ex 0.0272
p.Sed 0.0142
p.Ex 0.871




Top 20 genes
Gene Sed Ex
Rps27a -2114 4003
Mknk1 -3258 2550
Braf -1049 3595
Grb2 -3855 698
Ppp2cb -2623 898
Mapk3 -594 2518
Cbl -3959 27

Click HERE to show all gene set members

All member genes
Sed Ex
Braf -1049 3595
Cbl -3959 27
Grb2 -3855 698
Mapk1 -2794 -2107
Mapk3 -594 2518
Mknk1 -3258 2550
Ppp2ca -3907 -4244
Ppp2cb -2623 898
Ppp2r1a 2128 -957
Rps27a -2114 4003
Spry2 -1232 -1637
Uba52 1034 -3115





REACTOME_AQUAPORIN_MEDIATED_TRANSPORT

REACTOME_AQUAPORIN_MEDIATED_TRANSPORT
metric value
setSize 20
pMANOVA 0.00597
p.adjustMANOVA 0.0702
s.dist 0.409
s.Sed 0.133
s.Ex -0.387
p.Sed 0.305
p.Ex 0.00276




Top 20 genes
Gene Sed Ex
Aqp1 3812 -4137
Adcy2 3180 -2995
Gnb1 2464 -3575
Adcy4 3736 -1864
Gnas 3523 -1457
Prkar2a 2972 -977
Gng5 670 -4225
Gnb2 449 -2545
Gnb5 193 -3169

Click HERE to show all gene set members

All member genes
Sed Ex
Adcy2 3180 -2995
Adcy4 3736 -1864
Adcy6 -3979 -817
Adcy9 3412 251
Aqp1 3812 -4137
Aqp4 -1955 -4480
Gnas 3523 -1457
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Prkaca -2139 1766
Prkacb 1802 153
Prkar1a 2086 461
Prkar2a 2972 -977
Rab11a -1907 -2603
Rab11fip2 -501 2466





REACTOME_REGULATION_OF_WATER_BALANCE_BY_RENAL_AQUAPORINS

REACTOME_REGULATION_OF_WATER_BALANCE_BY_RENAL_AQUAPORINS
metric value
setSize 20
pMANOVA 0.00597
p.adjustMANOVA 0.0702
s.dist 0.409
s.Sed 0.133
s.Ex -0.387
p.Sed 0.305
p.Ex 0.00276




Top 20 genes
Gene Sed Ex
Aqp1 3812 -4137
Adcy2 3180 -2995
Gnb1 2464 -3575
Adcy4 3736 -1864
Gnas 3523 -1457
Prkar2a 2972 -977
Gng5 670 -4225
Gnb2 449 -2545
Gnb5 193 -3169

Click HERE to show all gene set members

All member genes
Sed Ex
Adcy2 3180 -2995
Adcy4 3736 -1864
Adcy6 -3979 -817
Adcy9 3412 251
Aqp1 3812 -4137
Aqp4 -1955 -4480
Gnas 3523 -1457
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Prkaca -2139 1766
Prkacb 1802 153
Prkar1a 2086 461
Prkar2a 2972 -977
Rab11a -1907 -2603
Rab11fip2 -501 2466





REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING

REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING
metric value
setSize 10
pMANOVA 0.0893
p.adjustMANOVA 0.458
s.dist 0.405
s.Sed -0.387
s.Ex -0.122
p.Sed 0.0343
p.Ex 0.503




Top 20 genes
Gene Sed Ex
Ablim1 -4535 -3645
Fyn -4226 -2911
Rac1 -3001 -3760
Nck1 -2681 -867
Wasl -434 -1588

Click HERE to show all gene set members

All member genes
Sed Ex
Ablim1 -4535 -3645
Ablim3 1621 -3192
Cdc42 -2856 2803
Fyn -4226 -2911
Nck1 -2681 -867
Ntn1 -3565 2946
Ptk2 -2270 3409
Rac1 -3001 -3760
Trio 4450 1818
Wasl -434 -1588





REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM

REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM
metric value
setSize 14
pMANOVA 0.0313
p.adjustMANOVA 0.233
s.dist 0.405
s.Sed -0.0389
s.Ex 0.403
p.Sed 0.801
p.Ex 0.00907




Top 20 genes
Gene Sed Ex
Fmod -4542 4558
Ogn -4468 4111
Prelp -3668 3626
Lum -4098 128
Hexa -2473 94

Click HERE to show all gene set members

All member genes
Sed Ex
B4galt1 1103 1807
B4galt3 3134 -1686
B4galt5 3131 3001
Fmod -4542 4558
Gns 2799 3297
Hexa -2473 94
Hexb 407 3056
Lum -4098 128
Ogn -4468 4111
Prelp -3668 3626
St3gal1 1685 4291
St3gal2 3821 -680
St3gal3 3117 1589
St3gal6 -2166 -522





REACTOME_METABOLISM_OF_PORPHYRINS

REACTOME_METABOLISM_OF_PORPHYRINS
metric value
setSize 11
pMANOVA 0.0613
p.adjustMANOVA 0.372
s.dist 0.404
s.Sed 0.278
s.Ex -0.293
p.Sed 0.11
p.Ex 0.0921




Top 20 genes
Gene Sed Ex
Alad 4350 -3739
Urod 2893 -2665
Alas1 4569 -1548
Blvra 2246 -2820
Hmox2 780 -3690
Cpox 1001 -1892

Click HERE to show all gene set members

All member genes
Sed Ex
Alad 4350 -3739
Alas1 4569 -1548
Blvra 2246 -2820
Cpox 1001 -1892
Fech -31 1856
Hmbs -608 -232
Hmox1 2519 2861
Hmox2 780 -3690
Ppox -1099 -886
Urod 2893 -2665
Uros -2403 -1341





REACTOME_HS_GAG_DEGRADATION

REACTOME_HS_GAG_DEGRADATION
metric value
setSize 10
pMANOVA 0.0963
p.adjustMANOVA 0.472
s.dist 0.396
s.Sed 0.0267
s.Ex 0.395
p.Sed 0.884
p.Ex 0.0306




Top 20 genes
Gene Sed Ex
Agrn 4040 4011
Gpc4 4492 1225
Gpc1 3261 1323
Sdc3 750 1200

Click HERE to show all gene set members

All member genes
Sed Ex
Agrn 4040 4011
Gpc1 3261 1323
Gpc4 4492 1225
Gusb -276 3897
Hspg2 -2360 4328
Ids -3049 3196
Idua -491 1334
Sdc2 -2835 777
Sdc3 750 1200
Sdc4 -2116 -2595





REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE

REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE
metric value
setSize 16
pMANOVA 0.0226
p.adjustMANOVA 0.183
s.dist 0.395
s.Sed -0.39
s.Ex 0.0666
p.Sed 0.007
p.Ex 0.645




Top 20 genes
Gene Sed Ex
Col1a1 -3831 4630
Rhob -4386 3665
Col1a2 -3332 4583
Cdc42 -2856 2803
Rhog -303 4333

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Akt2 842 353
Akt3 -3476 -830
Cdc42 -2856 2803
Col1a1 -3831 4630
Col1a2 -3332 4583
Fyn -4226 -2911
Pdpk1 -427 -2405
Pik3ca 1715 -927
Pik3cb -1750 -2810
Pik3r1 -3843 -932
Pik3r2 606 2034
Pik3r3 4015 -1793
Rac1 -3001 -3760
Rhob -4386 3665
Rhog -303 4333





REACTOME_KERATAN_SULFATE_BIOSYNTHESIS

REACTOME_KERATAN_SULFATE_BIOSYNTHESIS
metric value
setSize 11
pMANOVA 0.0757
p.adjustMANOVA 0.422
s.dist 0.393
s.Sed -0.0629
s.Ex 0.388
p.Sed 0.718
p.Ex 0.0258




Top 20 genes
Gene Sed Ex
Fmod -4542 4558
Ogn -4468 4111
Prelp -3668 3626
Lum -4098 128

Click HERE to show all gene set members

All member genes
Sed Ex
B4galt1 1103 1807
B4galt3 3134 -1686
B4galt5 3131 3001
Fmod -4542 4558
Lum -4098 128
Ogn -4468 4111
Prelp -3668 3626
St3gal1 1685 4291
St3gal2 3821 -680
St3gal3 3117 1589
St3gal6 -2166 -522





REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION

REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION
metric value
setSize 15
pMANOVA 0.033
p.adjustMANOVA 0.238
s.dist 0.384
s.Sed 0.183
s.Ex -0.337
p.Sed 0.219
p.Ex 0.0238




Top 20 genes
Gene Sed Ex
Adcy2 3180 -2995
Gnb1 2464 -3575
Adcy4 3736 -1864
Gnas 3523 -1457
Prkar2a 2972 -977
Gng5 670 -4225
Gnb2 449 -2545

Click HERE to show all gene set members

All member genes
Sed Ex
Adcy2 3180 -2995
Adcy4 3736 -1864
Adcy6 -3979 -817
Adcy9 3412 251
Gnas 3523 -1457
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Prkaca -2139 1766
Prkacb 1802 153
Prkar1a 2086 461
Prkar2a 2972 -977





REACTOME_G_PROTEIN_ACTIVATION

REACTOME_G_PROTEIN_ACTIVATION
metric value
setSize 10
pMANOVA 0.114
p.adjustMANOVA 0.498
s.dist 0.38
s.Sed 0.0087
s.Ex -0.38
p.Sed 0.962
p.Ex 0.0374




Top 20 genes
Gene Sed Ex
Gnb1 2464 -3575
Gnai2 3716 -1248
Gng5 670 -4225
Gnb2 449 -2545
Gnb5 193 -3169

Click HERE to show all gene set members

All member genes
Sed Ex
Gnai2 3716 -1248
Gnai3 -3657 3506
Gnao1 2064 867
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225





REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS

REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS
metric value
setSize 13
pMANOVA 0.0551
p.adjustMANOVA 0.348
s.dist 0.379
s.Sed -0.254
s.Ex 0.281
p.Sed 0.113
p.Ex 0.0793




Top 20 genes
Gene Sed Ex
B3gat3 -4300 3673
Bgn -4102 3444
B4galt7 -4120 2846
Hspg2 -2360 4328
Sdc2 -2835 777

Click HERE to show all gene set members

All member genes
Sed Ex
Agrn 4040 4011
B3gat3 -4300 3673
B4galt7 -4120 2846
Bgn -4102 3444
Dcn -4548 -899
Gpc1 3261 1323
Gpc4 4492 1225
Gxylt1 -2152 -888
Hspg2 -2360 4328
Sdc2 -2835 777
Sdc3 750 1200
Sdc4 -2116 -2595
Vcan -870 -919





REACTOME_NEGATIVE_REGULATION_OF_FGFR_SIGNALING

REACTOME_NEGATIVE_REGULATION_OF_FGFR_SIGNALING
metric value
setSize 16
pMANOVA 0.0358
p.adjustMANOVA 0.243
s.dist 0.372
s.Sed -0.371
s.Ex 0.0272
p.Sed 0.0103
p.Ex 0.85




Top 20 genes
Gene Sed Ex
Rps27a -2114 4003
Mknk1 -3258 2550
Braf -1049 3595
Frs2 -4340 685
Grb2 -3855 698
Ppp2cb -2623 898
Mapk3 -594 2518
Cbl -3959 27

Click HERE to show all gene set members

All member genes
Sed Ex
Braf -1049 3595
Cbl -3959 27
Fgf1 -4304 -4003
Fgf2 2717 -1
Fgfr1 1336 4068
Frs2 -4340 685
Grb2 -3855 698
Mapk1 -2794 -2107
Mapk3 -594 2518
Mknk1 -3258 2550
Ppp2ca -3907 -4244
Ppp2cb -2623 898
Ppp2r1a 2128 -957
Rps27a -2114 4003
Spry2 -1232 -1637
Uba52 1034 -3115





REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS

REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS
metric value
setSize 14
pMANOVA 0.0676
p.adjustMANOVA 0.401
s.dist 0.364
s.Sed -0.203
s.Ex -0.302
p.Sed 0.188
p.Ex 0.0503




Top 20 genes
Gene Sed Ex
Gnaq -4218 -2690
Gng12 -2199 -3786
Mapk1 -2794 -2107
Gnb4 -2177 -2146
Gng11 -930 -464

Click HERE to show all gene set members

All member genes
Sed Ex
Arrb1 -1062 3485
Gna11 -3535 1556
Gna12 2743 -1387
Gna13 -1752 36
Gnaq -4218 -2690
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Mapk1 -2794 -2107
Mapk3 -594 2518





REACTOME_DOUBLE_STRAND_BREAK_REPAIR

REACTOME_DOUBLE_STRAND_BREAK_REPAIR
metric value
setSize 12
pMANOVA 0.107
p.adjustMANOVA 0.484
s.dist 0.358
s.Sed 0.301
s.Ex 0.194
p.Sed 0.0708
p.Ex 0.245




Top 20 genes
Gene Sed Ex
Xrcc5 4361 4119
Rpa1 4446 2068
Prkdc 2856 2970
Xrcc6 3012 1679
Lig4 1162 4267
Nbn 3118 558
Atm 2562 429
Rpa2 248 226

Click HERE to show all gene set members

All member genes
Sed Ex
Atm 2562 429
Lig4 1162 4267
Nbn 3118 558
Prkdc 2856 2970
Rad50 -4460 3073
Rad52 -2984 -3535
Rpa1 4446 2068
Rpa2 248 226
Trp53bp1 4529 -1808
Xrcc4 -2071 -2651
Xrcc5 4361 4119
Xrcc6 3012 1679





REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS

REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS
metric value
setSize 40
pMANOVA 0.000407
p.adjustMANOVA 0.00865
s.dist 0.355
s.Sed -0.28
s.Ex 0.218
p.Sed 0.0022
p.Ex 0.0169




Top 20 genes
Gene Sed Ex
Col1a1 -3831 4630
Col1a2 -3332 4583
Lamb1 -3081 3776
Itga9 -2589 4070
Rap1b -3031 3218
Col4a1 -2257 4124
Fn1 -3442 2688
Ptpn1 -3287 2808
Itga5 -2133 3768
Ptk2 -2270 3409
Itgb1 -4396 1579
Csk -3349 1422
Bcar1 -3720 886
Thbs1 -751 4271
Grb2 -3855 698
Vwf -600 973
Lama2 -123 3844
Itgb5 -950 139

Click HERE to show all gene set members

All member genes
Sed Ex
Akt1 -3945 -178
Bcar1 -3720 886
Bsg 1383 -3945
Col1a1 -3831 4630
Col1a2 -3332 4583
Col4a1 -2257 4124
Col4a2 1752 2207
Crk -4206 -3538
Csk -3349 1422
Fbn1 -4322 -2128
Fn1 -3442 2688
Grb2 -3855 698
Itga1 3753 578
Itga5 -2133 3768
Itga9 -2589 4070
Itgav -2349 -1885
Itgb1 -4396 1579
Itgb5 -950 139
Itgb6 -3632 -3098
Jam2 -4233 -834
Jam3 -766 -1704
Lama2 -123 3844
Lama5 3918 4511
Lamb1 -3081 3776
Lamb2 3957 4337
Lamc1 1056 1874
Pdpk1 -427 -2405
Pecam1 1217 -3046
Ptk2 -2270 3409
Ptpn1 -3287 2808
Rap1a -4203 -2974
Rap1b -3031 3218
Rapgef3 1486 -132
Rasgrp2 964 1546
Shc1 638 3990
Sos1 -369 -3654
Thbs1 -751 4271
Tln1 829 2398
Vtn 4174 -477
Vwf -600 973





REACTOME_METABOLISM_OF_POLYAMINES

REACTOME_METABOLISM_OF_POLYAMINES
metric value
setSize 11
pMANOVA 0.122
p.adjustMANOVA 0.51
s.dist 0.354
s.Sed 0.343
s.Ex -0.0866
p.Sed 0.0488
p.Ex 0.619




Top 20 genes
Gene Sed Ex
Odc1 3619 -2499
Got1 1234 -4485
Apip 3893 -454
Mtap 114 -3061

Click HERE to show all gene set members

All member genes
Sed Ex
Adi1 4052 303
Amd1 2966 4165
Apip 3893 -454
Enoph1 -2277 -168
Got1 1234 -4485
Mri1 4071 2740
Mtap 114 -3061
Odc1 3619 -2499
Sat1 -747 -748
Smox 3186 1098
Sms -2617 -575





REACTOME_GLUCOSE_METABOLISM

REACTOME_GLUCOSE_METABOLISM
metric value
setSize 43
pMANOVA 0.000331
p.adjustMANOVA 0.00753
s.dist 0.352
s.Sed 0.35
s.Ex -0.0338
p.Sed 7.21e-05
p.Ex 0.702




Top 20 genes
Gene Sed Ex
Got2 4306 -4413
Slc25a12 4526 -4191
Mdh2 4505 -4175
Gyg 4017 -2789
Pgam2 3146 -2898
Mdh1 1408 -4486
Got1 1234 -4485
Pfkp 2066 -1564
Pgk1 4540 -620
Fbp2 1144 -1977
Ppp2r1a 2128 -957
Gbe1 7 -4185

Click HERE to show all gene set members

All member genes
Sed Ex
Agl 4326 4283
Calm1 4582 3685
Eno1 1645 4252
Eno3 4566 1120
Fbp2 1144 -1977
Gbe1 7 -4185
Got1 1234 -4485
Got2 4306 -4413
Gpi1 4570 3787
Gyg 4017 -2789
Gys1 -2890 -3029
Mdh1 1408 -4486
Mdh2 4505 -4175
Pcx 3841 883
Pfkfb1 3251 162
Pfkfb2 -1533 -3036
Pfkfb3 3061 4619
Pfkfb4 -1467 986
Pfkl -2576 3705
Pfkm 4578 1694
Pfkp 2066 -1564
Pgam1 1492 161
Pgam2 3146 -2898
Pgk1 4540 -620
Pgm1 4482 3569
Phka1 4580 4576
Phka2 -3801 -1125
Phkb 4318 3445
Phkg1 4066 4440
Phkg2 3154 2022
Ppp2ca -3907 -4244
Ppp2cb -2623 898
Ppp2r1a 2128 -957
Ppp2r1b -4158 -2415
Ppp2r5d -182 2324
Prkaca -2139 1766
Prkacb 1802 153
Pygb -3233 -2394
Pygm 4593 4507
Slc25a11 -789 -4262
Slc25a12 4526 -4191
Tpi1 3450 553
Ugp2 -572 -4322





REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS

REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS
metric value
setSize 11
pMANOVA 0.126
p.adjustMANOVA 0.517
s.dist 0.351
s.Sed 0.341
s.Ex -0.0844
p.Sed 0.0502
p.Ex 0.628




Top 20 genes
Gene Sed Ex
Impdh1 4147 -2203
Adsl 1823 -3605
Adss 3227 -163
Atic 182 -2098

Click HERE to show all gene set members

All member genes
Sed Ex
Adsl 1823 -3605
Adss 3227 -163
Adssl1 3902 142
Atic 182 -2098
Gart -1474 3277
Gmps -4190 -3845
Impdh1 4147 -2203
Impdh2 2352 822
Paics 4241 74
Pfas -956 2535
Ppat 4133 1493





REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING

REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING
metric value
setSize 10
pMANOVA 0.154
p.adjustMANOVA 0.555
s.dist 0.351
s.Sed 0.0742
s.Ex -0.343
p.Sed 0.685
p.Ex 0.0608




Top 20 genes
Gene Sed Ex
Gnb1 2464 -3575
Dlg1 3326 -922
Gng5 670 -4225
Gnb2 449 -2545
Gnb5 193 -3169

Click HERE to show all gene set members

All member genes
Sed Ex
Calm1 4582 3685
Dlg1 3326 -922
Gnb1 2464 -3575
Gnb2 449 -2545
Gnb4 -2177 -2146
Gnb5 193 -3169
Gng11 -930 -464
Gng12 -2199 -3786
Gng5 670 -4225
Plcb3 -2788 2082





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