Clinical Features	Time to Death		YEARS_TO_BIRTH		PATHOLOGIC_STAGE		PATHOLOGY_T_STAGE		PATHOLOGY_N_STAGE		PATHOLOGY_M_STAGE		GENDER		RADIATION_THERAPY		HISTOLOGICAL_TYPE		RESIDUAL_TUMOR		NUMBER_OF_LYMPH_NODES		RACE	
	nMutated (%)	nWild-Type	logrank test_P	logrank test_Q	Wilcoxon-test_P	Wilcoxon-test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q	Wilcoxon-test_P	Wilcoxon-test_Q	Fisher's exact test_P	Fisher's exact test_Q
APC	108 (89%)	14	0.18293	1	0.77846	1	0.051069	1	0.04854	1	0.6307	1	0.45549	1	0.57251	1	1	1	0.10114	1	0.46488	1	0.8577	1	0.060469	1
CRIPAK	11 (9%)	111	0.49124	1	0.18262	1	0.15667	1	0.94342	1	0.1156	1	1	1	0.21979	1	1	1	1	1	1	1	0.69944	1	0.60994	1
TP53	91 (75%)	31	0.024621	1	0.37582	1	0.37549	1	0.02048	1	0.62808	1	0.76449	1	0.41193	1	0.50562	1	0.051287	1	0.3617	1	0.38287	1	1	1
NRAS	11 (9%)	111	0.78921	1	0.2413	1	0.95162	1	0.070759	1	0.29123	1	1	1	1	1	0.6264	1	0.59477	1	0.78229	1	0.15541	1	0.48615	1
FMN2	14 (11%)	108	0.8109	1	0.68481	1	0.56285	1	0.52032	1	0.50702	1	1	1	0.39857	1	0.57943	1	1	1	0.0083999	1	0.051647	1	0.15358	1
SHROOM4	7 (6%)	115	0.22305	1	0.41183	1	0.80017	1	0.23597	1	1	1	0.58716	1	0.24178	1	1	1	1	1	0.43089	1	0.74978	1	0.43472	1
RPTN	5 (4%)	117	0.012313	1	0.24483	1	0.29331	1	0.57393	1	0.13995	1	1	1	0.17361	1	1	1	1	1	0.24896	1	0.23193	1	0.27544	1
ARID1A	11 (9%)	111	0.3747	1	0.8862	1	0.11792	1	0.23722	1	0.91096	1	0.65359	1	0.54124	1	0.28682	1	0.59743	1	1	1	0.67687	1	1	1
CDH1	12 (10%)	110	0.33165	1	0.51047	1	0.40157	1	0.27911	1	0.40796	1	0.18754	1	0.54405	1	0.65666	1	0.59582	1	0.20554	1	0.19084	1	1	1
RBM10	6 (5%)	116	0.20209	1	0.11106	1	0.51432	1	0.85192	1	0.059979	1	0.17248	1	1	1	0.58398	1	0.42508	1	0.62101	1	0.30079	1	NA	NA
HAUS6	5 (4%)	117	0.44802	1	0.68397	1	0.71728	1	0.078129	1	0.83272	1	1	1	0.17361	1	1	1	1	1	1	1	0.093539	1	1	1
CTNNB1	19 (16%)	103	0.41361	1	0.36957	1	0.20141	1	0.8533	1	0.4329	1	0.45798	1	0.13083	1	0.11131	1	1	1	0.46502	1	0.15687	1	0.67234	1
GABRP	4 (3%)	118	0.33101	1	0.66604	1	0.082219	1	0.072299	1	0.37769	1	1	1	1	1	1	1	1	1	1	1	0.14895	1	NA	NA
PON3	4 (3%)	118	0.78604	1	0.28382	1	0.20018	1	1	1	0.63105	1	0.023106	1	1	1	1	1	1	1	NA	NA	NA	NA	1	1
RLIM	4 (3%)	118	0.72054	1	0.16726	1	0.61533	1	1	1	0.81304	1	0.49775	1	0.62619	1	0.32489	1	1	1	NA	NA	0.73732	1	1	1
SMAD2	6 (5%)	116	0.15024	1	0.79437	1	0.93549	1	0.85211	1	0.53006	1	1	1	1	1	0.57943	1	1	1	0.14695	1	0.12581	1	NA	NA
TCF7L2	12 (10%)	110	0.95921	1	0.29394	1	0.43569	1	0.90483	1	0.04583	1	0.067574	1	0.22169	1	1	1	0.59743	1	1	1	0.24252	1	1	1
OXSM	4 (3%)	118	0.73224	1	0.40406	1	0.7727	1	0.31239	1	0.37464	1	1	1	1	1	1	1	0.30621	1	0.01546	1	NA	NA	0.061789	1
PCBP1	5 (4%)	117	0.35478	1	0.28058	1	0.35752	1	0.57216	1	0.82836	1	0.57906	1	0.37698	1	0.54939	1	1	1	1	1	0.31509	1	1	1
KRAS	63 (52%)	59	0.33452	1	0.74478	1	0.77275	1	0.51981	1	0.93957	1	0.79425	1	0.58917	1	0.55996	1	0.74302	1	0.61216	1	0.92649	1	0.1667	1
FLT1	8 (7%)	114	0.77473	1	0.97936	1	0.81838	1	0.42469	1	1	1	0.58716	1	1	1	1	1	1	1	1	1	0.72396	1	1	1
SLC12A6	6 (5%)	116	0.53509	1	0.58171	1	0.28719	1	0.16039	1	0.15442	1	1	1	1	1	1	1	1	1	NA	NA	0.037841	1	1	1
AKAP9	7 (6%)	115	0.29707	1	0.96924	1	0.40065	1	0.076779	1	0.26588	1	1	1	1	1	0.58398	1	0.36816	1	0.37326	1	0.34227	1	1	1
VCX2	5 (4%)	117	0.84828	1	0.14071	1	0.50207	1	0.69008	1	0.29633	1	0.062839	1	0.65681	1	1	1	1	1	NA	NA	0.9527	1	1	1
ELF3	4 (3%)	118	0.61647	1	0.16506	1	0.85283	1	0.23853	1	0.49767	1	1	1	0.62619	1	1	1	1	1	1	1	0.66719	1	NA	NA
PIK3CA	36 (30%)	86	0.22198	1	0.29742	1	0.54577	1	0.35509	1	0.8894	1	1	1	0.23407	1	0.14392	1	0.48639	1	0.04931	1	0.94835	1	0.61148	1
BRAF	13 (11%)	109	0.61519	1	0.66894	1	0.10984	1	0.71831	1	0.78278	1	0.68705	1	0.56388	1	1	1	0.31083	1	0.43045	1	0.94017	1	0.25621	1
KIAA1804	10 (8%)	112	0.33782	1	0.16265	1	0.95257	1	0.87634	1	1	1	1	1	0.75304	1	0.34177	1	1	1	1	1	0.56062	1	NA	NA
ERBB2	9 (7%)	113	0.86079	1	0.81024	1	0.74475	1	0.20564	1	0.68882	1	1	1	0.1828	1	0.33829	1	1	1	1	1	0.24043	1	1	1
CDKL5	4 (3%)	118	0.83556	1	0.29034	1	0.58894	1	0.11623	1	1	1	1	1	1	1	1	1	1	1	NA	NA	0.3102	1	NA	NA
ZNF354C	5 (4%)	117	0.35604	1	0.11791	1	0.87096	1	0.57326	1	1	1	0.57906	1	0.37698	1	1	1	1	1	1	1	0.89548	1	1	1
LIG1	4 (3%)	118	0.54146	1	0.98852	1	0.30675	1	0.092709	1	1	1	1	1	0.32622	1	1	1	1	1	1	1	0.48605	1	1	1
IQCD	3 (2%)	119	0.70066	1	0.286	1	0.27747	1	0.19038	1	0.13285	1	1	1	0.25112	1	1	1	1	1	1	1	0.12305	1	NA	NA
ZBED4	4 (3%)	118	0.32424	1	0.4415	1	0.77186	1	1	1	0.37691	1	1	1	1	1	1	1	1	1	1	1	0.093539	1	NA	NA
GMCL1	4 (3%)	118	0.46326	1	0.010885	1	0.88134	1	1	1	0.81394	1	1	1	0.62619	1	1	1	1	1	1	1	0.59389	1	1	1
CIR1	3 (2%)	119	0.80035	1	0.14096	1	0.72617	1	0.13087	1	1	1	1	1	1	1	1	1	1	1	NA	NA	0.49519	1	1	1
AGL	4 (3%)	118	0.48508	1	0.23813	1	0.97941	1	1	1	0.63278	1	0.49775	1	0.62619	1	0.54939	1	1	1	0.47243	1	0.78978	1	NA	NA
FAM123B	10 (8%)	112	0.19713	1	0.95903	1	0.48013	1	0.5014	1	0.70623	1	0.14562	1	1	1	0.57943	1	0.59743	1	0.26527	1	0.5644	1	1	1
VANGL1	3 (2%)	119	0.72266	1	0.96042	1	0.91599	1	0.71912	1	1	1	0.40181	1	0.58811	1	1	1	1	1	0.37814	1	0.75175	1	NA	NA
CREBBP	10 (8%)	112	0.18269	1	0.063765	1	0.36213	1	1	1	0.90106	1	0.10771	1	0.11198	1	0.34177	1	0.59743	1	0.38227	1	0.9112	1	1	1