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_IL2_STAT5_SIGNALING	HALLMARK_IL2_STAT5_SIGNALING	Details ...	168	-0.34255952	-1.5298127	0.010162601	0.8347097	0.355	4055	tags=35%, list=24%, signal=46%	
HALLMARK_XENOBIOTIC_METABOLISM	HALLMARK_XENOBIOTIC_METABOLISM	Details ...	141	-0.35556027	-1.5079347	0.01048218	0.49927384	0.41	3882	tags=35%, list=23%, signal=45%	
HALLMARK_COMPLEMENT	HALLMARK_COMPLEMENT	Details ...	149	-0.31234944	-1.4090157	0.034907598	0.6810493	0.649	3047	tags=28%, list=18%, signal=34%	
HALLMARK_HEME_METABOLISM	HALLMARK_HEME_METABOLISM	Details ...	178	-0.28060052	-1.3664286	0.021505376	0.68238753	0.737	4633	tags=36%, list=28%, signal=49%	
HALLMARK_FATTY_ACID_METABOLISM	HALLMARK_FATTY_ACID_METABOLISM	Details ...	128	-0.30721804	-1.3361222	0.08108108	0.6492804	0.794	3649	tags=28%, list=22%, signal=36%	
HALLMARK_APICAL_SURFACE	HALLMARK_APICAL_SURFACE	Details ...	27	-0.3803774	-1.3263085	0.12684989	0.56911784	0.809	1744	tags=22%, list=10%, signal=25%	
HALLMARK_COAGULATION	HALLMARK_COAGULATION	Details ...	87	-0.29456186	-1.261668	0.09677419	0.709755	0.89	3005	tags=28%, list=18%, signal=33%	
HALLMARK_PEROXISOME	HALLMARK_PEROXISOME	Details ...	85	-0.28368065	-1.2234771	0.1554054	0.7596381	0.927	5070	tags=35%, list=30%, signal=50%	
HALLMARK_ANDROGEN_RESPONSE	HALLMARK_ANDROGEN_RESPONSE	Details ...	83	-0.2610883	-1.2189606	0.15524194	0.69230926	0.932	4099	tags=29%, list=25%, signal=38%	
HALLMARK_ADIPOGENESIS	HALLMARK_ADIPOGENESIS	Details ...	177	-0.25911477	-1.193676	0.17142858	0.7116679	0.95	2790	tags=22%, list=17%, signal=26%	
HALLMARK_APOPTOSIS	HALLMARK_APOPTOSIS	Details ...	133	-0.25918162	-1.1814058	0.18309858	0.68920237	0.957	4652	tags=34%, list=28%, signal=47%	
HALLMARK_IL6_JAK_STAT3_SIGNALING	HALLMARK_IL6_JAK_STAT3_SIGNALING	Details ...	65	-0.27300936	-1.1806484	0.18930042	0.634091	0.957	2413	tags=22%, list=14%, signal=25%	
HALLMARK_INTERFERON_ALPHA_RESPONSE	HALLMARK_INTERFERON_ALPHA_RESPONSE	Details ...	88	-0.33149728	-1.1788841	0.27216494	0.5898169	0.957	3470	tags=31%, list=21%, signal=39%	
HALLMARK_INTERFERON_GAMMA_RESPONSE	HALLMARK_INTERFERON_GAMMA_RESPONSE	Details ...	164	-0.2975507	-1.1281322	0.278826	0.6889131	0.976	4013	tags=30%, list=24%, signal=40%	
HALLMARK_OXIDATIVE_PHOSPHORYLATION	HALLMARK_OXIDATIVE_PHOSPHORYLATION	Details ...	179	-0.29322127	-1.1256237	0.28446388	0.6494187	0.976	4538	tags=35%, list=27%, signal=47%	
HALLMARK_HYPOXIA	HALLMARK_HYPOXIA	Details ...	148	-0.267107	-1.0824685	0.3185654	0.7282446	0.994	3986	tags=30%, list=24%, signal=39%	
HALLMARK_ALLOGRAFT_REJECTION	HALLMARK_ALLOGRAFT_REJECTION	Details ...	135	-0.25575152	-1.0689816	0.3545082	0.7298879	0.998	3700	tags=27%, list=22%, signal=35%	
HALLMARK_INFLAMMATORY_RESPONSE	HALLMARK_INFLAMMATORY_RESPONSE	Details ...	138	-0.23397334	-1.048503	0.3608871	0.75025433	1.0	3154	tags=22%, list=19%, signal=27%	
HALLMARK_MYC_TARGETS_V2	HALLMARK_MYC_TARGETS_V2	Details ...	57	-0.3036672	-1.0135336	0.4107884	0.82321507	1.0	5578	tags=42%, list=33%, signal=63%	
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	Details ...	48	-0.28434044	-0.9975214	0.4563492	0.82817024	1.0	4669	tags=35%, list=28%, signal=49%	
HALLMARK_KRAS_SIGNALING_DN	HALLMARK_KRAS_SIGNALING_DN		92	-0.23809966	-0.9950824	0.49275362	0.79504585	1.0	2441	tags=23%, list=15%, signal=27%	
HALLMARK_APICAL_JUNCTION	HALLMARK_APICAL_JUNCTION		143	-0.22119667	-0.9770146	0.46516395	0.8152787	1.0	2818	tags=20%, list=17%, signal=24%	
HALLMARK_KRAS_SIGNALING_UP	HALLMARK_KRAS_SIGNALING_UP		131	-0.20431831	-0.94316113	0.53386456	0.8845564	1.0	3451	tags=23%, list=21%, signal=29%	
HALLMARK_PANCREAS_BETA_CELLS	HALLMARK_PANCREAS_BETA_CELLS		15	-0.31929675	-0.93473095	0.5970149	0.87489843	1.0	2325	tags=27%, list=14%, signal=31%	
HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION		114	-0.22031821	-0.9128599	0.6739563	0.89511436	1.0	2423	tags=18%, list=15%, signal=20%	
HALLMARK_PROTEIN_SECRETION	HALLMARK_PROTEIN_SECRETION		90	-0.19542396	-0.9093947	0.63147795	0.86865175	1.0	2156	tags=14%, list=13%, signal=16%	
HALLMARK_GLYCOLYSIS	HALLMARK_GLYCOLYSIS		162	-0.17556606	-0.8915395	0.77867204	0.88172215	1.0	4158	tags=27%, list=25%, signal=35%	
HALLMARK_BILE_ACID_METABOLISM	HALLMARK_BILE_ACID_METABOLISM		85	-0.20866098	-0.8467551	0.72254336	0.9610323	1.0	2545	tags=18%, list=15%, signal=21%	
HALLMARK_TNFA_SIGNALING_VIA_NFKB	HALLMARK_TNFA_SIGNALING_VIA_NFKB		152	-0.20082116	-0.8458776	0.7626459	0.9300391	1.0	3787	tags=24%, list=23%, signal=31%	
HALLMARK_ESTROGEN_RESPONSE_LATE	HALLMARK_ESTROGEN_RESPONSE_LATE		135	-0.18415008	-0.83853793	0.76844263	0.9154281	1.0	3958	tags=24%, list=24%, signal=32%	
HALLMARK_NOTCH_SIGNALING	HALLMARK_NOTCH_SIGNALING		25	-0.30845776	-0.8382749	0.63265306	0.8864732	1.0	3043	tags=32%, list=18%, signal=39%	
HALLMARK_TGF_BETA_SIGNALING	HALLMARK_TGF_BETA_SIGNALING		48	-0.17745157	-0.7739268	0.8719512	0.98765385	1.0	1244	tags=8%, list=7%, signal=9%	
HALLMARK_UV_RESPONSE_UP	HALLMARK_UV_RESPONSE_UP		125	-0.180441	-0.7451472	0.9047619	1.0	1.0	945	tags=8%, list=6%, signal=8%	
HALLMARK_WNT_BETA_CATENIN_SIGNALING	HALLMARK_WNT_BETA_CATENIN_SIGNALING		32	-0.22252361	-0.7430596	0.9011628	0.973837	1.0	2873	tags=25%, list=17%, signal=30%	
HALLMARK_PI3K_AKT_MTOR_SIGNALING	HALLMARK_PI3K_AKT_MTOR_SIGNALING		95	-0.15449542	-0.73715836	0.88588005	0.9549623	1.0	4101	tags=24%, list=25%, signal=32%	
HALLMARK_UV_RESPONSE_DN	HALLMARK_UV_RESPONSE_DN		119	-0.14709696	-0.7322731	0.9441233	0.9332591	1.0	4536	tags=25%, list=27%, signal=34%	
HALLMARK_MYC_TARGETS_V1	HALLMARK_MYC_TARGETS_V1		188	-0.16775897	-0.5972104	0.79640716	1.0	1.0	4288	tags=21%, list=26%, signal=28%	
HALLMARK_ANGIOGENESIS	HALLMARK_ANGIOGENESIS		23	-0.1970418	-0.54679763	0.9844358	0.98723847	1.0	4661	tags=35%, list=28%, signal=48%	
