GS SIZE NES ES NOM_p FDR_q FWER_p Tag_% Gene_% Signal FDR glob_p
KEGG_PPAR_SIGNALING_PATHWAY 56 -2.08 0 0 0 0.411 0.11 0.367 0 0 0
KEGG_ARGININE_AND_PROLINE_METABOLISM 41 -1.932 0 0.019 0.04 0.366 0.072 0.341 0 0 0
KEGG_RENIN_ANGIOTENSIN_SYSTEM 13 -1.859 0 0.025 0.08 0.462 0.063 0.433 0 0 0
KEGG_ABC_TRANSPORTERS 32 -1.568 0.031 0.388 0.86 0.312 0.134 0.271 0.464 0 0
KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION 205 -1.531 0 0.482 0.96 0.317 0.124 0.282 0.399 0.02 0
KEGG_STEROID_HORMONE_BIOSYNTHESIS 24 -1.488 0.029 0.576 0.98 0.458 0.126 0.401 0.489 0.12 0
KEGG_RETINOL_METABOLISM 21 -1.43 0.091 0.823 0.98 0.381 0.101 0.343 0.854 0.26 0
KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM 27 -1.422 0.026 0.774 1 0.148 0.039 0.143 0.781 0.24 0
KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM 25 -1.412 0.083 0.728 1 0.4 0.172 0.332 0.729 0.18 0
KEGG_PEROXISOME 66 -1.375 0.024 0.857 1 0.606 0.308 0.421 0.86 0.34 0
KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE 12 -1.355 0.094 0.907 1 0.583 0.265 0.429 0.888 0.36 0
KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION 38 -1.339 0.194 0.925 1 0.105 0.052 0.1 0.889 0.36 0
KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION 16 -1.335 0.177 0.87 1 0.812 0.341 0.536 0.833 0.32 0
KEGG_O_GLYCAN_BIOSYNTHESIS 16 -1.333 0.129 0.812 1 0.188 0.048 0.179 0.774 0.24 0
KEGG_HISTIDINE_METABOLISM 22 -1.32 0.158 0.841 1 0.318 0.173 0.264 0.782 0.26 0
KEGG_GLYCEROPHOSPHOLIPID_METABOLISM 50 -1.311 0.108 0.851 1 0.54 0.258 0.402 0.777 0.26 0
KEGG_GLUTATHIONE_METABOLISM 43 -1.307 0.175 0.823 1 0.07 0.043 0.067 0.78 0.2 0
KEGG_HEMATOPOIETIC_CELL_LINEAGE 64 -1.303 0.075 0.796 1 0.281 0.12 0.249 0.746 0.18 0
KEGG_GAP_JUNCTION 66 -1.3 0.073 0.771 1 0.409 0.26 0.304 0.715 0.14 0
KEGG_TASTE_TRANSDUCTION 24 -1.3 0.125 0.733 1 0.375 0.156 0.317 0.679 0.08 0
KEGG_STEROID_BIOSYNTHESIS 15 -1.267 0.207 0.848 1 0.533 0.213 0.42 0.824 0.18 0
KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE 20 -1.26 0.25 0.857 1 0.2 0.076 0.185 0.841 0.2 0
KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG 22 -1.256 0.257 0.847 1 0.455 0.184 0.372 0.829 0.18 0
KEGG_STARCH_AND_SUCROSE_METABOLISM 23 -1.25 0.194 0.844 1 0.217 0.07 0.203 0.842 0.16 0
KEGG_GLYCOLYSIS_GLUCONEOGENESIS 46 -1.243 0.244 0.842 1 0.261 0.145 0.224 0.832 0.16 0
KEGG_BETA_ALANINE_METABOLISM 18 -1.219 0.219 0.919 1 0.333 0.178 0.274 0.883 0.32 0
KEGG_LYSINE_DEGRADATION 30 -1.21 0.182 0.927 1 0.433 0.325 0.293 0.886 0.32 0
KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS 15 -1.206 0.185 0.909 1 0.4 0.197 0.321 0.879 0.34 0
KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT 31 -1.205 0.306 0.884 1 0.516 0.388 0.317 0.848 0.26 0
KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS 13 -1.204 0.233 0.858 1 0.154 0.048 0.147 0.82 0.24 0
KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS 14 -1.202 0.2 0.834 1 0.286 0.139 0.246 0.807 0.2 0
KEGG_PROSTATE_CANCER 75 -1.201 0.214 0.812 1 0.227 0.217 0.179 0.788 0.18 0
KEGG_PYRUVATE_METABOLISM 27 -1.2 0.171 0.79 1 0.222 0.14 0.192 0.764 0.08 0
KEGG_DRUG_METABOLISM_CYTOCHROME_P450 32 -1.194 0.211 0.784 1 0.281 0.165 0.235 0.762 0.06 0
KEGG_PENTOSE_PHOSPHATE_PATHWAY 20 -1.193 0.222 0.767 1 0.15 0.042 0.144 0.74 0.04 0
KEGG_AUTOIMMUNE_THYROID_DISEASE 20 -1.192 0.177 0.75 1 0.3 0.101 0.27 0.724 0.02 0
KEGG_RIBOFLAVIN_METABOLISM 14 -1.186 0.294 0.756 1 0.429 0.264 0.316 0.721 0.04 0
KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM 21 -1.177 0.242 0.769 1 0.143 0.038 0.138 0.733 0.02 0
KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 30 -1.173 0.206 0.768 1 0.2 0.078 0.185 0.739 0 0
KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM 17 -1.171 0.275 0.758 1 0.059 0.003 0.059 0.744 0 0
KEGG_GNRH_SIGNALING_PATHWAY 86 -1.163 0.238 0.772 1 0.349 0.236 0.268 0.753 0.04 0
KEGG_TRYPTOPHAN_METABOLISM 32 -1.162 0.419 0.757 1 0.375 0.185 0.306 0.751 0 0
KEGG_ONE_CARBON_POOL_BY_FOLATE 11 -1.147 0.222 0.795 1 0.091 0.008 0.09 0.792 0 0
KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM 26 -1.144 0.273 0.787 1 0.308 0.13 0.268 0.789 0 0
KEGG_LONG_TERM_POTENTIATION 53 -1.141 0.238 0.782 1 0.358 0.26 0.266 0.783 0 0
KEGG_ARACHIDONIC_ACID_METABOLISM 35 -1.14 0.308 0.769 1 0.257 0.137 0.222 0.766 0 0
KEGG_FATTY_ACID_METABOLISM 30 -1.136 0.314 0.766 1 0.167 0.097 0.151 0.759 0 0
KEGG_ERBB_SIGNALING_PATHWAY 68 -1.129 0.2 0.772 1 0.338 0.254 0.254 0.774 0 0
KEGG_RIBOSOME 49 -1.125 0.364 0.768 1 0.449 0.333 0.301 0.763 0 0
KEGG_LINOLEIC_ACID_METABOLISM 14 -1.108 0.297 0.81 1 0.286 0.076 0.264 0.844 0.02 0
KEGG_REGULATION_OF_AUTOPHAGY 19 -1.105 0.353 0.806 1 0.158 0.101 0.142 0.827 0.02 0
KEGG_INSULIN_SIGNALING_PATHWAY 108 -1.07 0.404 0.912 1 0.333 0.283 0.241 0.922 0.28 0
KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY 67 -1.063 0.395 0.917 1 0.328 0.258 0.245 0.928 0.3 0
KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY 56 -1.062 0.333 0.903 1 0.304 0.254 0.227 0.911 0.3 0
KEGG_LEISHMANIA_INFECTION 50 -1.06 0.31 0.891 1 0.28 0.214 0.221 0.899 0.3 0
KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION 194 -1.047 0.426 0.919 1 0.222 0.145 0.192 0.922 0.32 0
KEGG_MELANOMA 61 -1.032 0.45 0.954 1 0.295 0.21 0.234 0.983 0.4 0
KEGG_REGULATION_OF_ACTIN_CYTOSKELETON 173 -1.029 0.396 0.95 1 0.26 0.221 0.205 0.966 0.4 0
KEGG_LONG_TERM_DEPRESSION 54 -1.026 0.474 0.943 1 0.37 0.26 0.275 0.958 0.36 0
KEGG_CALCIUM_SIGNALING_PATHWAY 143 -1.025 0.422 0.932 1 0.273 0.184 0.225 0.942 0.28 0
KEGG_NON_SMALL_CELL_LUNG_CANCER 45 -1.025 0.439 0.917 1 0.311 0.254 0.233 0.935 0.22 0
KEGG_JAK_STAT_SIGNALING_PATHWAY 113 -1.02 0.356 0.915 1 0.204 0.147 0.175 0.929 0.24 0
KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY 87 -1.016 0.391 0.911 1 0.23 0.217 0.181 0.932 0.2 0
KEGG_GLYCEROLIPID_METABOLISM 32 -1.006 0.583 0.925 1 0.281 0.118 0.249 0.949 0.26 0
KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION 86 -0.995 0.514 0.947 1 0.372 0.27 0.273 0.969 0.36 0
KEGG_DILATED_CARDIOMYOPATHY 81 -0.993 0.452 0.94 1 0.383 0.236 0.294 0.959 0.34 0
KEGG_ALLOGRAFT_REJECTION 15 -0.993 0.438 0.926 1 0.2 0.089 0.182 0.944 0.24 0
KEGG_MELANOGENESIS 87 -0.973 0.565 0.975 1 0.402 0.273 0.295 0.988 0.44 0
KEGG_AXON_GUIDANCE 105 -0.956 0.525 1 1 0.314 0.266 0.233 1 0.52 0
KEGG_SELENOAMINO_ACID_METABOLISM 19 -0.954 0.606 1 1 0.105 0.072 0.098 0.996 0.5 0
KEGG_DRUG_METABOLISM_OTHER_ENZYMES 23 -0.953 0.5 0.99 1 0.13 0.048 0.124 0.995 0.48 0
KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION 34 -0.951 0.639 0.983 1 0.235 0.211 0.186 0.985 0.42 0
KEGG_CHRONIC_MYELOID_LEUKEMIA 59 -0.95 0.559 0.973 1 0.407 0.345 0.268 0.972 0.38 0
KEGG_RENAL_CELL_CARCINOMA 54 -0.936 0.553 1 1 0.444 0.342 0.294 0.994 0.48 0
KEGG_TYPE_II_DIABETES_MELLITUS 39 -0.932 0.5 0.996 1 0.333 0.234 0.256 0.981 0.42 0
KEGG_GLYCOSAMINOGLYCAN_DEGRADATION 16 -0.928 0.613 0.995 1 0.562 0.32 0.383 0.981 0.4 0
KEGG_BLADDER_CANCER 34 -0.927 0.625 0.986 1 0.235 0.204 0.188 0.972 0.38 0
KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS 48 -0.926 0.619 0.976 1 0.292 0.186 0.238 0.96 0.36 0
KEGG_GALACTOSE_METABOLISM 21 -0.924 0.575 0.969 1 0.333 0.249 0.251 0.956 0.34 0
KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM 13 -0.919 0.514 0.97 1 0.538 0.325 0.364 0.958 0.32 0
KEGG_MAPK_SIGNALING_PATHWAY 224 -0.914 0.705 0.971 1 0.29 0.233 0.227 0.966 0.3 0
KEGG_PROPANOATE_METABOLISM 25 -0.906 0.632 0.976 1 0.28 0.264 0.207 0.969 0.36 0
KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES 22 -0.892 0.735 0.998 1 0.182 0.126 0.159 0.999 0.48 0
KEGG_ALZHEIMERS_DISEASE 126 -0.886 0.675 0.997 1 0.167 0.179 0.138 0.989 0.46 0
KEGG_PANCREATIC_CANCER 60 -0.875 0.658 1 1 0.367 0.355 0.238 1 0.52 0
KEGG_CITRATE_CYCLE_TCA_CYCLE 26 -0.87 0.633 1 1 0.385 0.351 0.25 0.998 0.48 0
KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM 73 -0.858 0.744 1 1 0.315 0.207 0.251 1 0.64 0
KEGG_GLIOMA 49 -0.854 0.743 1 1 0.306 0.254 0.229 1 0.62 0
KEGG_CHEMOKINE_SIGNALING_PATHWAY 143 -0.847 0.844 1 1 0.343 0.281 0.249 1 0.64 0
KEGG_CYSTEINE_AND_METHIONINE_METABOLISM 28 -0.843 0.641 1 1 0.143 0.087 0.131 1 0.7 0
KEGG_OTHER_GLYCAN_DEGRADATION 13 -0.842 0.636 1 1 0.308 0.226 0.238 1 0.58 0
KEGG_MTOR_SIGNALING_PATHWAY 34 -0.836 0.692 1 1 0.235 0.267 0.173 1 0.66 0
KEGG_COMPLEMENT_AND_COAGULATION_CASCADES 57 -0.835 0.718 1 1 0.211 0.111 0.188 1 0.58 0
KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM 56 -0.831 0.771 1 1 0.339 0.26 0.252 1 0.5 0
KEGG_CELL_ADHESION_MOLECULES_CAMS 90 -0.828 0.868 1 1 0.3 0.204 0.241 0.998 0.48 0
KEGG_ETHER_LIPID_METABOLISM 21 -0.82 0.722 1 1 0.19 0.137 0.165 1 0.6 0
KEGG_N_GLYCAN_BIOSYNTHESIS 33 -0.81 0.778 1 1 0.121 0.154 0.103 1 0.62 0
KEGG_NEUROTROPHIN_SIGNALING_PATHWAY 99 -0.81 0.786 1 1 0.404 0.348 0.265 1 0.58 0
KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION 30 -0.802 0.778 1 1 0.133 0.089 0.122 1 0.62 0
KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY 84 -0.8 0.884 1 1 0.226 0.217 0.178 1 0.54 0
KEGG_HUNTINGTONS_DISEASE 126 -0.789 0.907 1 1 0.135 0.178 0.112 1 0.6 0
KEGG_ALPHA_LINOLENIC_ACID_METABOLISM 14 -0.787 0.75 1 1 0.143 0.052 0.136 1 0.54 0
KEGG_PATHWAYS_IN_CANCER 285 -0.78 0.917 1 1 0.228 0.217 0.183 1 0.52 0
KEGG_VIBRIO_CHOLERAE_INFECTION 45 -0.774 0.837 1 1 0.311 0.281 0.225 1 0.5 0
KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS 76 -0.773 0.865 1 1 0.289 0.265 0.214 0.994 0.48 0
KEGG_BUTANOATE_METABOLISM 25 -0.766 0.861 1 1 0.24 0.178 0.198 1 0.52 0
KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS 31 -0.766 0.838 0.992 1 0.129 0.089 0.118 0.996 0.44 0
KEGG_ENDOCYTOSIS 137 -0.764 0.907 0.987 1 0.234 0.246 0.178 0.991 0.32 0
KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION 58 -0.746 0.949 1 1 0.224 0.211 0.178 0.996 0.46 0
KEGG_SPHINGOLIPID_METABOLISM 27 -0.721 0.895 1 1 0.148 0.13 0.129 1 0.8 0
KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC 66 -0.711 0.911 1 1 0.394 0.298 0.278 1 0.84 0
KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE 12 -0.705 0.875 1 1 0.25 0.187 0.203 1 0.84 0
KEGG_PURINE_METABOLISM 117 -0.701 0.935 1 1 0.068 0.083 0.063 1 0.76 0
KEGG_TYPE_I_DIABETES_MELLITUS 19 -0.7 0.939 1 1 0.263 0.208 0.209 1 0.68 0
KEGG_ACUTE_MYELOID_LEUKEMIA 48 -0.695 0.914 1 1 0.271 0.27 0.198 1 0.68 0
KEGG_VEGF_SIGNALING_PATHWAY 59 -0.694 0.944 1 1 0.271 0.258 0.202 1 0.54 0
KEGG_TGF_BETA_SIGNALING_PATHWAY 72 -0.674 0.975 1 1 0.194 0.205 0.155 1 0.7 0
KEGG_HEDGEHOG_SIGNALING_PATHWAY 52 -0.665 0.943 1 1 0.385 0.23 0.297 1 0.78 0
KEGG_COLORECTAL_CANCER 53 -0.65 0.951 1 1 0.226 0.211 0.179 1 0.72 0
KEGG_THYROID_CANCER 24 -0.631 0.914 1 1 0.25 0.209 0.198 1 0.88 0
KEGG_NOTCH_SIGNALING_PATHWAY 38 -0.62 1 1 1 0.026 0.012 0.026 1 0.84 0
KEGG_VIRAL_MYOCARDITIS 44 -0.618 1 1 1 0.318 0.265 0.235 1 0.78 0
KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION 98 -0.616 0.977 1 1 0.255 0.234 0.197 1 0.58 0
KEGG_GRAFT_VERSUS_HOST_DISEASE 13 -0.564 1 1 1 0.231 0.188 0.188 1 0.92 0
KEGG_ENDOMETRIAL_CANCER 42 -0.495 1 1 1 0.238 0.217 0.187 1 1 0
KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY 47 -0.492 1 1 1 0.17 0.214 0.134 1 0.94 0
KEGG_CIRCADIAN_RHYTHM_MAMMAL 12 -0.488 0.971 1 1 0.25 0.275 0.182 1 0.8 0
KEGG_PROTEASOME 41 -0.444 1 0.998 1 0.024 0.036 0.024 1 0.72 0