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_PI3K_AKT_MTOR_SIGNALING	HALLMARK_PI3K_AKT_MTOR_SIGNALING	Details ...	95	-0.36879987	-1.6815156	0.0	0.1916635	0.119	3031	tags=32%, list=18%, signal=38%	
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	Details ...	48	-0.44121078	-1.5951084	0.004040404	0.19143991	0.213	3060	tags=35%, list=18%, signal=43%	
HALLMARK_INTERFERON_ALPHA_RESPONSE	HALLMARK_INTERFERON_ALPHA_RESPONSE	Details ...	88	-0.44743243	-1.4869994	0.07722772	0.28155336	0.418	3490	tags=39%, list=21%, signal=49%	
HALLMARK_INTERFERON_GAMMA_RESPONSE	HALLMARK_INTERFERON_GAMMA_RESPONSE	Details ...	164	-0.32793462	-1.3455336	0.12698413	0.5629229	0.75	4021	tags=35%, list=24%, signal=45%	
HALLMARK_ALLOGRAFT_REJECTION	HALLMARK_ALLOGRAFT_REJECTION	Details ...	135	-0.29794636	-1.258701	0.11042945	0.7266245	0.863	5062	tags=47%, list=30%, signal=66%	
HALLMARK_DNA_REPAIR	HALLMARK_DNA_REPAIR	Details ...	142	-0.26554403	-1.2203442	0.13097712	0.7497085	0.919	2314	tags=24%, list=14%, signal=28%	
HALLMARK_PROTEIN_SECRETION	HALLMARK_PROTEIN_SECRETION	Details ...	90	-0.27523234	-1.2164023	0.20124482	0.65872717	0.923	3940	tags=30%, list=24%, signal=39%	
HALLMARK_UNFOLDED_PROTEIN_RESPONSE	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	Details ...	103	-0.29813436	-1.1691304	0.27201566	0.73317313	0.956	3206	tags=32%, list=19%, signal=39%	
HALLMARK_INFLAMMATORY_RESPONSE	HALLMARK_INFLAMMATORY_RESPONSE	Details ...	138	-0.26091683	-1.1683313	0.13958333	0.65421313	0.958	2706	tags=25%, list=16%, signal=29%	
HALLMARK_BILE_ACID_METABOLISM	HALLMARK_BILE_ACID_METABOLISM	Details ...	85	-0.29258937	-1.1274308	0.29508197	0.7118582	0.974	1846	tags=19%, list=11%, signal=21%	
HALLMARK_TGF_BETA_SIGNALING	HALLMARK_TGF_BETA_SIGNALING	Details ...	48	-0.2537788	-1.10311	0.29681274	0.7223958	0.98	1635	tags=15%, list=10%, signal=16%	
HALLMARK_PEROXISOME	HALLMARK_PEROXISOME	Details ...	85	-0.2666459	-1.0602523	0.36619717	0.79265	0.99	3344	tags=28%, list=20%, signal=35%	
HALLMARK_APOPTOSIS	HALLMARK_APOPTOSIS	Details ...	133	-0.24011965	-1.0467508	0.4050633	0.7729753	0.99	3689	tags=31%, list=22%, signal=39%	
HALLMARK_XENOBIOTIC_METABOLISM	HALLMARK_XENOBIOTIC_METABOLISM	Details ...	141	-0.24540514	-1.0248514	0.3979798	0.78223366	0.993	2893	tags=24%, list=17%, signal=29%	
HALLMARK_HYPOXIA	HALLMARK_HYPOXIA	Details ...	148	-0.23229755	-1.002313	0.4382716	0.7973357	0.996	3255	tags=27%, list=19%, signal=33%	
HALLMARK_TNFA_SIGNALING_VIA_NFKB	HALLMARK_TNFA_SIGNALING_VIA_NFKB	Details ...	152	-0.21656926	-0.97721964	0.49896482	0.8246393	0.996	2706	tags=21%, list=16%, signal=25%	
HALLMARK_GLYCOLYSIS	HALLMARK_GLYCOLYSIS	Details ...	162	-0.2078041	-0.94248116	0.60240966	0.8758798	1.0	2508	tags=21%, list=15%, signal=24%	
HALLMARK_KRAS_SIGNALING_UP	HALLMARK_KRAS_SIGNALING_UP	Details ...	131	-0.20542374	-0.9247272	0.65050507	0.87712187	1.0	3044	tags=21%, list=18%, signal=26%	
HALLMARK_NOTCH_SIGNALING	HALLMARK_NOTCH_SIGNALING	Details ...	25	-0.28944695	-0.87550443	0.6242171	0.973021	1.0	4567	tags=44%, list=27%, signal=60%	
HALLMARK_P53_PATHWAY	HALLMARK_P53_PATHWAY	Details ...	176	-0.19808523	-0.8619869	0.71602434	0.9593228	1.0	2866	tags=21%, list=17%, signal=25%	
HALLMARK_COMPLEMENT	HALLMARK_COMPLEMENT		149	-0.19002059	-0.85974133	0.74572647	0.91795325	1.0	3377	tags=22%, list=20%, signal=28%	
HALLMARK_ESTROGEN_RESPONSE_LATE	HALLMARK_ESTROGEN_RESPONSE_LATE		135	-0.18176661	-0.8336408	0.8577154	0.937468	1.0	2923	tags=21%, list=18%, signal=26%	
HALLMARK_PANCREAS_BETA_CELLS	HALLMARK_PANCREAS_BETA_CELLS		15	-0.28034353	-0.8097464	0.69057375	0.9430679	1.0	5132	tags=53%, list=31%, signal=77%	
HALLMARK_IL2_STAT5_SIGNALING	HALLMARK_IL2_STAT5_SIGNALING		168	-0.16998564	-0.78298306	0.9004065	0.953504	1.0	4178	tags=29%, list=25%, signal=38%	
HALLMARK_APICAL_JUNCTION	HALLMARK_APICAL_JUNCTION		143	-0.18638675	-0.76779693	0.875	0.93895406	1.0	4840	tags=34%, list=29%, signal=47%	
HALLMARK_WNT_BETA_CATENIN_SIGNALING	HALLMARK_WNT_BETA_CATENIN_SIGNALING		32	-0.2201165	-0.71730024	0.8768267	0.97160447	1.0	4945	tags=38%, list=30%, signal=53%	
HALLMARK_OXIDATIVE_PHOSPHORYLATION	HALLMARK_OXIDATIVE_PHOSPHORYLATION		179	-0.18305355	-0.69161457	0.85971946	0.96096474	1.0	2501	tags=17%, list=15%, signal=20%	
HALLMARK_UV_RESPONSE_DN	HALLMARK_UV_RESPONSE_DN		119	-0.13614604	-0.6433394	0.97047246	0.95632	1.0	3559	tags=21%, list=21%, signal=27%