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_ALPHA_RESPONSE	HALLMARK_INTERFERON_ALPHA_RESPONSE	Details ...	90	-0.46950626	-1.5538706	0.031512607	0.56862533	0.296	3880	tags=41%, list=19%, signal=51%	
HALLMARK_APICAL_SURFACE	HALLMARK_APICAL_SURFACE	Details ...	34	-0.45769852	-1.471746	0.08686869	0.4930685	0.452	3641	tags=38%, list=18%, signal=47%	
HALLMARK_OXIDATIVE_PHOSPHORYLATION	HALLMARK_OXIDATIVE_PHOSPHORYLATION	Details ...	180	-0.37492713	-1.3301784	0.19726562	0.77709323	0.743	6104	tags=47%, list=30%, signal=67%	
HALLMARK_INTERFERON_GAMMA_RESPONSE	HALLMARK_INTERFERON_GAMMA_RESPONSE	Details ...	169	-0.33182493	-1.3039092	0.13347022	0.68186307	0.777	6383	tags=48%, list=32%, signal=70%	
HALLMARK_FATTY_ACID_METABOLISM	HALLMARK_FATTY_ACID_METABOLISM	Details ...	135	-0.28377092	-1.2473035	0.15860735	0.73995143	0.868	4159	tags=31%, list=21%, signal=39%	
HALLMARK_DNA_REPAIR	HALLMARK_DNA_REPAIR	Details ...	145	-0.25060725	-1.1276132	0.28512397	1.0	0.961	5923	tags=38%, list=30%, signal=53%	
HALLMARK_P53_PATHWAY	HALLMARK_P53_PATHWAY	Details ...	183	-0.26221654	-1.1237478	0.2776618	0.96207565	0.961	5680	tags=37%, list=28%, signal=51%	
HALLMARK_ALLOGRAFT_REJECTION	HALLMARK_ALLOGRAFT_REJECTION	Details ...	144	-0.25577816	-1.1165297	0.27272728	0.87055475	0.963	5197	tags=31%, list=26%, signal=42%	
HALLMARK_GLYCOLYSIS	HALLMARK_GLYCOLYSIS	Details ...	177	-0.20698865	-1.1018505	0.22075471	0.8258801	0.967	3003	tags=20%, list=15%, signal=23%	
HALLMARK_PANCREAS_BETA_CELLS	HALLMARK_PANCREAS_BETA_CELLS	Details ...	17	-0.4394555	-1.0850863	0.38617885	0.8042738	0.975	4564	tags=41%, list=23%, signal=53%	
HALLMARK_XENOBIOTIC_METABOLISM	HALLMARK_XENOBIOTIC_METABOLISM	Details ...	154	-0.23869614	-1.0843478	0.29224652	0.7334127	0.975	2939	tags=21%, list=15%, signal=25%	
HALLMARK_KRAS_SIGNALING_UP	HALLMARK_KRAS_SIGNALING_UP	Details ...	154	-0.23830426	-1.0717031	0.3265306	0.7128875	0.98	3715	tags=28%, list=19%, signal=34%	
HALLMARK_IL6_JAK_STAT3_SIGNALING	HALLMARK_IL6_JAK_STAT3_SIGNALING	Details ...	70	-0.26358873	-1.0396116	0.36305732	0.75161755	0.997	2502	tags=20%, list=12%, signal=23%	
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	Details ...	48	-0.29431129	-1.035832	0.436214	0.7079817	0.998	2331	tags=19%, list=12%, signal=21%	
HALLMARK_BILE_ACID_METABOLISM	HALLMARK_BILE_ACID_METABOLISM	Details ...	95	-0.24051559	-1.0105017	0.46153846	0.73448867	1.0	5021	tags=28%, list=25%, signal=38%	
HALLMARK_PI3K_AKT_MTOR_SIGNALING	HALLMARK_PI3K_AKT_MTOR_SIGNALING	Details ...	99	-0.18535395	-1.0047024	0.46361747	0.706786	1.0	5421	tags=29%, list=27%, signal=40%	
HALLMARK_COMPLEMENT	HALLMARK_COMPLEMENT	Details ...	160	-0.19484447	-0.9530769	0.53638256	0.81277126	1.0	2398	tags=16%, list=12%, signal=18%	
HALLMARK_IL2_STAT5_SIGNALING	HALLMARK_IL2_STAT5_SIGNALING	Details ...	184	-0.20728613	-0.9348041	0.6045082	0.8137513	1.0	4657	tags=27%, list=23%, signal=35%	
HALLMARK_TGF_BETA_SIGNALING	HALLMARK_TGF_BETA_SIGNALING	Details ...	49	-0.22413976	-0.914334	0.5872093	0.82507926	1.0	2661	tags=20%, list=13%, signal=23%	
HALLMARK_HEME_METABOLISM	HALLMARK_HEME_METABOLISM	Details ...	179	-0.17107308	-0.9115076	0.6315789	0.7895039	1.0	4297	tags=22%, list=21%, signal=28%	
HALLMARK_COAGULATION	HALLMARK_COAGULATION		98	-0.22762215	-0.9100384	0.63201666	0.7558674	1.0	4211	tags=29%, list=21%, signal=36%	
HALLMARK_ADIPOGENESIS	HALLMARK_ADIPOGENESIS		186	-0.20988698	-0.8914272	0.6052632	0.76290363	1.0	4134	tags=26%, list=21%, signal=32%	
HALLMARK_ANGIOGENESIS	HALLMARK_ANGIOGENESIS		27	-0.27341378	-0.8731476	0.63220674	0.77113056	1.0	2745	tags=22%, list=14%, signal=26%	
HALLMARK_UV_RESPONSE_UP	HALLMARK_UV_RESPONSE_UP		132	-0.21747032	-0.8676853	0.6401591	0.74867517	1.0	2965	tags=19%, list=15%, signal=22%	
HALLMARK_APOPTOSIS	HALLMARK_APOPTOSIS		137	-0.18374406	-0.8676391	0.750996	0.7191473	1.0	3745	tags=20%, list=19%, signal=25%	
HALLMARK_PEROXISOME	HALLMARK_PEROXISOME		88	-0.19154213	-0.8499131	0.7308448	0.7222712	1.0	2468	tags=17%, list=12%, signal=19%	
HALLMARK_HEDGEHOG_SIGNALING	HALLMARK_HEDGEHOG_SIGNALING		29	-0.2532391	-0.8192858	0.75757575	0.74779755	1.0	2772	tags=24%, list=14%, signal=28%