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 ...	85	-0.4191931	-1.5271068	0.0503876	0.29976106	0.242	2027	tags=31%, list=16%, signal=36%	
HALLMARK_KRAS_SIGNALING_DN	HALLMARK_KRAS_SIGNALING_DN	Details ...	59	-0.40781516	-1.4900469	0.016563147	0.22505635	0.328	947	tags=20%, list=8%, signal=22%	
HALLMARK_NOTCH_SIGNALING	HALLMARK_NOTCH_SIGNALING	Details ...	23	-0.43949455	-1.4163345	0.07170542	0.27819255	0.489	3390	tags=39%, list=27%, signal=54%	
HALLMARK_INTERFERON_GAMMA_RESPONSE	HALLMARK_INTERFERON_GAMMA_RESPONSE	Details ...	150	-0.3446074	-1.3795316	0.06666667	0.27982992	0.569	2027	tags=29%, list=16%, signal=35%	
HALLMARK_XENOBIOTIC_METABOLISM	HALLMARK_XENOBIOTIC_METABOLISM	Details ...	113	-0.32167098	-1.3433951	0.056818184	0.30933544	0.666	3181	tags=41%, list=26%, signal=54%	
HALLMARK_TGF_BETA_SIGNALING	HALLMARK_TGF_BETA_SIGNALING	Details ...	45	-0.33737344	-1.2119571	0.21176471	0.6890829	0.876	1307	tags=20%, list=11%, signal=22%	
HALLMARK_TNFA_SIGNALING_VIA_NFKB	HALLMARK_TNFA_SIGNALING_VIA_NFKB	Details ...	125	-0.2980734	-1.1802735	0.24596775	0.6958979	0.904	2791	tags=34%, list=22%, signal=43%	
HALLMARK_OXIDATIVE_PHOSPHORYLATION	HALLMARK_OXIDATIVE_PHOSPHORYLATION	Details ...	177	-0.22943975	-1.0644736	0.30255404	1.0	0.968	1994	tags=20%, list=16%, signal=24%	
HALLMARK_DNA_REPAIR	HALLMARK_DNA_REPAIR	Details ...	140	-0.24447852	-1.045062	0.34555984	1.0	0.982	2729	tags=26%, list=22%, signal=33%	
HALLMARK_ADIPOGENESIS	HALLMARK_ADIPOGENESIS	Details ...	159	-0.21160196	-1.0227154	0.41666666	1.0	0.987	2066	tags=20%, list=17%, signal=24%	
HALLMARK_APOPTOSIS	HALLMARK_APOPTOSIS	Details ...	118	-0.21578464	-1.0008692	0.4413519	1.0	0.99	2249	tags=23%, list=18%, signal=28%	
HALLMARK_COMPLEMENT	HALLMARK_COMPLEMENT	Details ...	116	-0.2375495	-0.99493665	0.45746693	1.0	0.99	2249	tags=25%, list=18%, signal=30%	
HALLMARK_KRAS_SIGNALING_UP	HALLMARK_KRAS_SIGNALING_UP	Details ...	102	-0.22973114	-0.9861958	0.47070706	0.97726977	0.99	1413	tags=17%, list=11%, signal=19%	
HALLMARK_G2M_CHECKPOINT	HALLMARK_G2M_CHECKPOINT	Details ...	189	-0.2334256	-0.9771537	0.49486652	0.94137484	0.991	1301	tags=15%, list=10%, signal=17%	
HALLMARK_INFLAMMATORY_RESPONSE	HALLMARK_INFLAMMATORY_RESPONSE	Details ...	108	-0.2570458	-0.9742253	0.49807692	0.88801605	0.992	1478	tags=19%, list=12%, signal=22%	
HALLMARK_UV_RESPONSE_UP	HALLMARK_UV_RESPONSE_UP	Details ...	111	-0.22856814	-0.95913875	0.5377358	0.88172835	0.994	2481	tags=25%, list=20%, signal=31%	
HALLMARK_UV_RESPONSE_DN	HALLMARK_UV_RESPONSE_DN	Details ...	107	-0.20575649	-0.9526425	0.5413534	0.8492747	0.994	3432	tags=35%, list=28%, signal=47%	
HALLMARK_ALLOGRAFT_REJECTION	HALLMARK_ALLOGRAFT_REJECTION	Details ...	116	-0.21445522	-0.94636464	0.5395257	0.82095987	0.994	2529	tags=26%, list=20%, signal=32%	
HALLMARK_WNT_BETA_CATENIN_SIGNALING	HALLMARK_WNT_BETA_CATENIN_SIGNALING	Details ...	26	-0.28572738	-0.9116429	0.6269531	0.8813408	1.0	1297	tags=15%, list=10%, signal=17%	
HALLMARK_FATTY_ACID_METABOLISM	HALLMARK_FATTY_ACID_METABOLISM	Details ...	118	-0.20255683	-0.91001457	0.7025948	0.84210086	1.0	2532	tags=21%, list=20%, signal=26%	
HALLMARK_HEME_METABOLISM	HALLMARK_HEME_METABOLISM		166	-0.18906754	-0.88543767	0.7416174	0.8688895	1.0	2610	tags=25%, list=21%, signal=32%	
HALLMARK_PROTEIN_SECRETION	HALLMARK_PROTEIN_SECRETION		87	-0.20169333	-0.8721937	0.7058824	0.86025244	1.0	2313	tags=21%, list=19%, signal=25%	
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY		45	-0.21862234	-0.85045296	0.7728155	0.8779206	1.0	3829	tags=44%, list=31%, signal=64%	
HALLMARK_IL2_STAT5_SIGNALING	HALLMARK_IL2_STAT5_SIGNALING		142	-0.18202756	-0.81908196	0.8691406	0.9104257	1.0	3389	tags=30%, list=27%, signal=40%	
HALLMARK_MYC_TARGETS_V1	HALLMARK_MYC_TARGETS_V1		186	-0.1862533	-0.7985951	0.81836325	0.9116501	1.0	2215	tags=19%, list=18%, signal=23%	
HALLMARK_HYPOXIA	HALLMARK_HYPOXIA		120	-0.19051963	-0.7738175	0.875	0.92365843	1.0	1890	tags=20%, list=15%, signal=23%	
HALLMARK_HEDGEHOG_SIGNALING	HALLMARK_HEDGEHOG_SIGNALING		22	-0.2609257	-0.7736334	0.7477477	0.8899236	1.0	1733	tags=23%, list=14%, signal=26%	
HALLMARK_E2F_TARGETS	HALLMARK_E2F_TARGETS		192	-0.1732467	-0.678802	0.9501992	0.9545594	1.0	3472	tags=31%, list=28%, signal=42%