NAME	GS<br> follow link to MSigDB	GS DETAILS	SIZE	ES	NES	NOM p-val	FDR q-val	FWER p-val	RANK AT MAX	LEADING EDGE	
HALLMARK_INTERFERON_GAMMA_RESPONSE	HALLMARK_INTERFERON_GAMMA_RESPONSE	Details ...	168	-0.41190773	-1.5762773	0.045889102	0.5359118	0.25	3391	tags=29%, list=18%, signal=35%	
HALLMARK_PANCREAS_BETA_CELLS	HALLMARK_PANCREAS_BETA_CELLS	Details ...	16	-0.51866364	-1.5663335	0.0062761507	0.28893918	0.267	1414	tags=25%, list=8%, signal=27%	
HALLMARK_INTERFERON_ALPHA_RESPONSE	HALLMARK_INTERFERON_ALPHA_RESPONSE	Details ...	90	-0.46962267	-1.518344	0.09784736	0.28240472	0.368	3556	tags=37%, list=19%, signal=45%	
HALLMARK_MTORC1_SIGNALING	HALLMARK_MTORC1_SIGNALING	Details ...	191	-0.3425462	-1.4785434	0.06889353	0.2800232	0.445	3449	tags=26%, list=19%, signal=32%	
HALLMARK_OXIDATIVE_PHOSPHORYLATION	HALLMARK_OXIDATIVE_PHOSPHORYLATION	Details ...	179	-0.3922124	-1.3789405	0.15478615	0.42831916	0.676	4075	tags=36%, list=22%, signal=46%	
HALLMARK_MYC_TARGETS_V1	HALLMARK_MYC_TARGETS_V1	Details ...	188	-0.42988217	-1.3686155	0.22289157	0.38212413	0.697	4406	tags=44%, list=24%, signal=57%	
HALLMARK_ALLOGRAFT_REJECTION	HALLMARK_ALLOGRAFT_REJECTION	Details ...	147	-0.30151317	-1.3587451	0.072434604	0.35099828	0.719	4475	tags=33%, list=24%, signal=44%	
HALLMARK_E2F_TARGETS	HALLMARK_E2F_TARGETS	Details ...	198	-0.39872873	-1.3464073	0.21428572	0.32871765	0.731	4321	tags=36%, list=23%, signal=47%	
HALLMARK_IL6_JAK_STAT3_SIGNALING	HALLMARK_IL6_JAK_STAT3_SIGNALING	Details ...	67	-0.32339922	-1.3029172	0.10826772	0.37859613	0.808	3134	tags=25%, list=17%, signal=30%	
HALLMARK_ADIPOGENESIS	HALLMARK_ADIPOGENESIS	Details ...	181	-0.28136125	-1.2526351	0.13772455	0.45394787	0.881	4605	tags=31%, list=25%, signal=42%	
HALLMARK_XENOBIOTIC_METABOLISM	HALLMARK_XENOBIOTIC_METABOLISM	Details ...	146	-0.27988383	-1.2440112	0.107421875	0.43739635	0.898	1998	tags=16%, list=11%, signal=18%	
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	Details ...	47	-0.34533313	-1.2345799	0.22637795	0.41964	0.913	3814	tags=32%, list=21%, signal=40%	
HALLMARK_CHOLESTEROL_HOMEOSTASIS	HALLMARK_CHOLESTEROL_HOMEOSTASIS	Details ...	62	-0.31356767	-1.2226588	0.16129032	0.41365787	0.921	4257	tags=35%, list=23%, signal=46%	
HALLMARK_PI3K_AKT_MTOR_SIGNALING	HALLMARK_PI3K_AKT_MTOR_SIGNALING	Details ...	100	-0.25277168	-1.2192775	0.198	0.3900674	0.922	4806	tags=31%, list=26%, signal=42%	
HALLMARK_INFLAMMATORY_RESPONSE	HALLMARK_INFLAMMATORY_RESPONSE	Details ...	149	-0.2705965	-1.1979473	0.18307087	0.40584508	0.935	4794	tags=34%, list=26%, signal=45%	
HALLMARK_FATTY_ACID_METABOLISM	HALLMARK_FATTY_ACID_METABOLISM	Details ...	133	-0.2742377	-1.1700066	0.21	0.43382838	0.957	4510	tags=30%, list=24%, signal=40%	
HALLMARK_KRAS_SIGNALING_UP	HALLMARK_KRAS_SIGNALING_UP	Details ...	143	-0.23674546	-1.1384075	0.17718941	0.4755741	0.969	3425	tags=23%, list=19%, signal=28%	
HALLMARK_SPERMATOGENESIS	HALLMARK_SPERMATOGENESIS	Details ...	88	-0.23051067	-1.0761925	0.302714	0.58843046	0.989	2396	tags=19%, list=13%, signal=22%	
HALLMARK_GLYCOLYSIS	HALLMARK_GLYCOLYSIS	Details ...	169	-0.22378393	-1.0053927	0.41165048	0.7422984	1.0	4854	tags=31%, list=26%, signal=42%	
HALLMARK_DNA_REPAIR	HALLMARK_DNA_REPAIR	Details ...	144	-0.23314281	-0.9839476	0.4858871	0.76255095	1.0	4417	tags=33%, list=24%, signal=44%	
HALLMARK_APOPTOSIS	HALLMARK_APOPTOSIS		134	-0.19711778	-0.9662763	0.5187377	0.7759138	1.0	3636	tags=22%, list=20%, signal=27%	
HALLMARK_PEROXISOME	HALLMARK_PEROXISOME		87	-0.20488799	-0.9651198	0.52837574	0.744028	1.0	1306	tags=10%, list=7%, signal=11%	
HALLMARK_TGF_BETA_SIGNALING	HALLMARK_TGF_BETA_SIGNALING		46	-0.22478084	-0.9634334	0.5150301	0.7167508	1.0	2628	tags=17%, list=14%, signal=20%	
HALLMARK_UV_RESPONSE_UP	HALLMARK_UV_RESPONSE_UP		128	-0.20697215	-0.92852634	0.5654886	0.77007186	1.0	1478	tags=11%, list=8%, signal=12%	
HALLMARK_HEME_METABOLISM	HALLMARK_HEME_METABOLISM		181	-0.1833832	-0.9229011	0.708	0.7507952	1.0	5324	tags=34%, list=29%, signal=48%	
HALLMARK_NOTCH_SIGNALING	HALLMARK_NOTCH_SIGNALING		26	-0.26569384	-0.9123529	0.6206186	0.7475898	1.0	4651	tags=31%, list=25%, signal=41%	
HALLMARK_G2M_CHECKPOINT	HALLMARK_G2M_CHECKPOINT		194	-0.2533051	-0.9018637	0.53360486	0.7421	1.0	4575	tags=29%, list=25%, signal=38%	
HALLMARK_KRAS_SIGNALING_DN	HALLMARK_KRAS_SIGNALING_DN		99	-0.20527358	-0.8499987	0.80942625	0.8267619	1.0	5504	tags=38%, list=30%, signal=54%	
HALLMARK_P53_PATHWAY	HALLMARK_P53_PATHWAY		185	-0.18711464	-0.84684765	0.7573385	0.8055102	1.0	2046	tags=15%, list=11%, signal=16%	
HALLMARK_ESTROGEN_RESPONSE_LATE	HALLMARK_ESTROGEN_RESPONSE_LATE		145	-0.17501555	-0.7727887	0.9107505	0.91501987	1.0	4575	tags=28%, list=25%, signal=37%	
HALLMARK_PROTEIN_SECRETION	HALLMARK_PROTEIN_SECRETION		91	-0.14953835	-0.7301625	0.91570884	0.9444845	1.0	2975	tags=15%, list=16%, signal=18%	
HALLMARK_COMPLEMENT	HALLMARK_COMPLEMENT		151	-0.16246061	-0.7217131	0.9476744	0.9246046	1.0	4804	tags=28%, list=26%, signal=38%	
HALLMARK_MYC_TARGETS_V2	HALLMARK_MYC_TARGETS_V2		57	-0.22676465	-0.7033402	0.82165605	0.91251355	1.0	2584	tags=16%, list=14%, signal=18%