		Clinical Features	Time to Death		AGE		GENDER		HISTOLOGICAL.TYPE		PATHOLOGY.T		PATHOLOGY.N		PATHOLOGICSPREAD(M)		TUMOR.STAGE		COMPLETENESS.OF.RESECTION		NUMBER.OF.LYMPH.NODES	
	nMutated (%)	nWild-Type	logrank test_P	logrank test_Q	t-test_P	t-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	t-test_P	t-test_Q
APC	103 (66%)	52	0.29119	1	0.62727	1	0.042003	1	0.6453	1	0.79681	1	0.94408	1	0.16479	1	0.27176	1	0.037754	1	0.56132	1
BRAF	20 (13%)	135	0.82036	1	0.025741	1	0.058612	1	1.0725e-05	0.0126	0.14865	1	0.75484	1	0.40139	1	0.53621	1	0.59006	1	0.82241	1
FBXW7	29 (19%)	126	0.84105	1	0.036182	1	0.15427	1	0.0032433	1	0.11225	1	0.60408	1	0.01692	1	0.0024286	1	0.079487	1	0.77412	1
KRAS	58 (37%)	97	0.22643	1	0.0030383	1	0.24609	1	0.64754	1	1	1	0.45095	1	0.31745	1	0.60558	1	0.31535	1	0.40044	1
NRAS	15 (10%)	140	0.28093	1	0.16836	1	0.026914	1	1	1	0.48867	1	0.082979	1	0.46902	1	0.73222	1	0.27565	1	0.13381	1
PIK3CA	26 (17%)	129	0.66099	1	0.19814	1	0.83028	1	0.13448	1	0.55419	1	0.010663	1	0.33319	1	0.028007	1	0.44478	1	0.00023607	0.274
TP53	75 (48%)	80	0.69571	1	0.072841	1	0.33634	1	0.0038329	1	0.55723	1	0.25387	1	0.55755	1	0.10249	1	0.80254	1	0.12171	1
SMAD4	18 (12%)	137	0.58722	1	0.83346	1	0.62541	1	0.14928	1	0.94945	1	0.83354	1	1	1	0.63679	1	0.77166	1	0.41445	1
FAM123B	19 (12%)	136	0.71748	1	0.52673	1	0.81134	1	0.48903	1	0.6748	1	0.26814	1	1	1	0.47119	1	1	1	0.65501	1
TTN	69 (45%)	86	0.62485	1	0.2672	1	0.42099	1	0.023714	1	0.28142	1	0.16563	1	0.28819	1	0.22223	1	1	1	0.96593	1
WBSCR17	17 (11%)	138	0.38961	1	0.064093	1	0.80285	1	1	1	0.77735	1	0.93783	1	0.73197	1	0.0503	1	0.21216	1	0.32096	1
ACVR1B	13 (8%)	142	0.75857	1	0.7499	1	0.78048	1	0.03451	1	0.024202	1	1	1	0.72133	1	0.63548	1	1	1	0.51189	1
TNFRSF10C	6 (4%)	149	NA	NA	0.9784	1	0.68133	1	0.59036	1	0.096793	1	0.24383	1	0.073583	1	0.011682	1	0.10469	1	0.17762	1
SMAD2	10 (6%)	145	0.61738	1	0.80546	1	0.32745	1	0.19524	1	0.40104	1	0.74392	1	0.63621	1	0.45281	1	0.4038	1	0.28138	1
MAP2K4	9 (6%)	146	0.01813	1	0.24343	1	0.74565	1	0.61285	1	0.5036	1	0.63698	1	0.39959	1	0.38157	1	0.63877	1	0.18682	1
PCBP1	4 (3%)	151	NA	NA	0.0045315	1	1	1	1	1	0.31182	1	0.64084	1	0.034685	1	0.44794	1	1	1	0.13543	1
FAT4	29 (19%)	126	0.52881	1	0.095454	1	0.54274	1	0.15502	1	0.67247	1	1	1	0.28751	1	0.11087	1	0.118	1	0.40942	1
LRP1B	30 (19%)	125	0.80542	1	0.14372	1	0.22832	1	0.0032433	1	0.66155	1	0.40703	1	0.80943	1	0.40575	1	0.68307	1	0.18544	1
NRXN1	17 (11%)	138	0.73387	1	0.5919	1	0.60851	1	1	1	0.058981	1	0.042254	1	0.73197	1	0.05987	1	0.75654	1	5.7588e-05	0.0672
GRIA1	14 (9%)	141	0.43505	1	0.8402	1	0.10064	1	1	1	0.52411	1	0.92866	1	0.075713	1	0.55232	1	0.72845	1	0.3125	1
SDK1	25 (16%)	130	0.59965	1	0.24793	1	0.51986	1	0.066255	1	0.78076	1	0.53959	1	1	1	0.67135	1	0.49742	1	0.71786	1
SOX9	9 (6%)	146	NA	NA	0.28018	1	0.74565	1	1	1	0.23129	1	0.89896	1	1	1	0.25499	1	1	1	0.33427	1
DMD	27 (17%)	128	0.76285	1	0.51676	1	0.14329	1	0.015938	1	0.12742	1	0.61588	1	0.029734	1	0.00021973	0.255	0.1392	1	0.13293	1
CNTN6	15 (10%)	140	0.49332	1	0.22279	1	0.061948	1	0.70791	1	0.17099	1	0.21043	1	0.21733	1	0.21551	1	0.048234	1	0.00076096	0.882
GABRA5	8 (5%)	147	0.16521	1	0.51829	1	0.49473	1	1	1	0.41593	1	0.88619	1	1	1	0.91518	1	1	1	0.23625	1
OR2M4	8 (5%)	147	0.58718	1	0.59184	1	0.49473	1	0.35739	1	0.88424	1	1	1	1	1	0.91518	1	0.63877	1	0.60897	1
OR6N1	8 (5%)	147	0.91444	1	0.98601	1	1	1	1	1	1	1	0.88619	1	1	1	1	1	1	1	0.66325	1
PCDH9	16 (10%)	139	0.22185	1	0.67832	1	0.42946	1	0.71978	1	0.73043	1	0.76395	1	0.72539	1	0.045564	1	1	1	0.020149	1
TXNDC3	10 (6%)	145	0.32989	1	0.51679	1	0.53368	1	0.65876	1	1	1	0.90081	1	0.40074	1	0.69691	1	0.65086	1	0.34217	1
MGC26647	7 (5%)	148	0.86303	1	0.88343	1	0.27615	1	0.30499	1	0.21628	1	0.4951	1	0.61264	1	0.55169	1	0.63253	1	0.079773	1
FAM22F	8 (5%)	147	0.058164	1	0.63252	1	0.0064695	1	1	1	0.018689	1	0.6873	1	0.099955	1	0.08875	1	0.13267	1	0.52255	1
ACVR2A	8 (5%)	147	0.24206	1	0.70288	1	0.033746	1	1	1	0.88424	1	0.36867	1	1	1	0.5497	1	1	1	1.6885e-06	0.00198
TCF7L2	11 (7%)	144	0.34654	1	0.34287	1	0.36829	1	0.21424	1	0.44592	1	1	1	1	1	0.8839	1	1	1	0.31904	1
AFF2	15 (10%)	140	0.80773	1	0.29125	1	0.5884	1	0.063884	1	0.4758	1	0.75157	1	0.21733	1	0.11548	1	0.34971	1	0.12732	1
CNBD1	6 (4%)	149	0.58239	1	0.73625	1	0.44233	1	1	1	0.68885	1	0.16011	1	0.6122	1	0.1304	1	1	1	5.8642e-09	6.94e-06
OTOL1	7 (5%)	148	0.35273	1	0.1705	1	0.71929	1	1	1	0.062472	1	0.26724	1	0.61264	1	0.50697	1	0.63253	1	0.31308	1
KCNA4	10 (6%)	145	0.94369	1	0.1548	1	0.53368	1	0.052537	1	0.82269	1	0.74392	1	0.40074	1	0.40266	1	0.65086	1	0.52684	1
ISL1	8 (5%)	147	0.54821	1	0.97456	1	0.71929	1	0.35739	1	0.88424	1	0.10041	1	1	1	0.42382	1	1	1	0.77033	1
MGC42105	10 (6%)	145	0.5972	1	0.97461	1	0.53368	1	0.65876	1	0.25064	1	0.47725	1	0.62142	1	0.59005	1	1	1	0.049954	1
ACOT4	3 (2%)	152	NA	NA	0.02939	1	1	1	0.40506	1	0.033203	1	1	1	0.37651	1	0.47728	1	0.36604	1	0.6468	1
CDH11	13 (8%)	142	0.54473	1	0.98174	1	0.56401	1	1	1	1	1	0.48311	1	0.69989	1	0.63474	1	0.70685	1	0.36153	1
ATM	21 (14%)	134	0.74871	1	0.89075	1	0.10579	1	0.33097	1	0.78087	1	0.42089	1	0.40139	1	0.18255	1	0.59006	1	0.18079	1
TPTE	11 (7%)	144	0.6228	1	0.78481	1	0.36829	1	0.073641	1	0.64881	1	0.41924	1	1	1	0.83238	1	1	1	0.62968	1
BTNL8	3 (2%)	152	NA	NA	0.012089	1	0.62011	1	1	1	0.70372	1	0.56943	1	1	1	0.56073	1	1	1	6.1013e-09	7.2e-06
KLHL4	12 (8%)	143	0.20025	1	0.12047	1	0.24597	1	0.098542	1	0.073809	1	1	1	0.2808	1	0.083589	1	0.066972	1	0.86685	1
ROBO1	14 (9%)	141	0.6702	1	0.3876	1	0.78048	1	0.006762	1	0.2083	1	0.73724	1	0.72166	1	0.041774	1	1	1	0.040232	1
GGT1	3 (2%)	152	NA	NA	0.86529	1	0.62011	1	1	1	0.70372	1	0.56943	1	1	1	0.56073	1	1	1	6.1013e-09	7.2e-06
FLG	26 (17%)	129	0.24206	1	0.6046	1	0.67269	1	0.027421	1	0.13604	1	0.12267	1	0.32614	1	0.19591	1	0.13543	1	0.073864	1
PCDHB2	13 (8%)	142	0.30673	1	0.84657	1	0.40165	1	1	1	0.75861	1	0.56816	1	0.69989	1	0.84717	1	1	1	0.45658	1
POSTN	11 (7%)	144	0.065637	1	0.9294	1	1	1	0.073641	1	1	1	0.23074	1	0.40074	1	0.24839	1	0.65086	1	0.37749	1
OR51V1	9 (6%)	146	0.3919	1	0.84876	1	0.32745	1	0.0053574	1	0.047105	1	0.22352	1	0.39959	1	0.020307	1	0.65086	1	0.25193	1
GRIK3	14 (9%)	141	0.5361	1	3.0417e-05	0.0356	0.40165	1	0.46517	1	0.87555	1	0.26478	1	1	1	0.29183	1	0.70685	1	0.0018543	1
LRRN3	9 (6%)	146	0.99662	1	0.57266	1	0.74565	1	1	1	0.5036	1	0.2498	1	0.080166	1	0.49352	1	1	1	0.26778	1
PRDM9	11 (7%)	144	0.41253	1	0.64501	1	0.36829	1	0.65876	1	0.18331	1	0.62474	1	0.033937	1	0.44527	1	0.4507	1	0.39851	1
ADAM29	9 (6%)	146	0.22183	1	0.65085	1	0.098041	1	1	1	0.045155	1	0.28115	1	0.065556	1	0.03613	1	1	1	0.0006732	0.781
KIAA1486	9 (6%)	146	0.13661	1	0.79969	1	0.74565	1	0.15243	1	0.16876	1	0.56348	1	0.39959	1	0.15537	1	0.07198	1	0.55494	1
PSG8	8 (5%)	147	0.2869	1	0.7942	1	1	1	0.61285	1	0.33916	1	0.88619	1	1	1	0.57596	1	0.057718	1	0.21029	1
NCKAP5	13 (8%)	142	0.69371	1	0.91807	1	0.78048	1	0.43332	1	0.2659	1	0.56816	1	0.69989	1	0.81695	1	0.68611	1	0.88899	1
C8B	9 (6%)	146	0.28516	1	0.15894	1	0.098041	1	0.15243	1	0.5036	1	1	1	0.63621	1	0.49352	1	1	1	0.99915	1
DNAH5	28 (18%)	127	0.81184	1	0.83905	1	0.41073	1	0.77086	1	0.53703	1	0.37046	1	0.80918	1	0.23034	1	0.68307	1	0.091854	1
CASP8	10 (6%)	145	0.41723	1	0.046949	1	1	1	0.19524	1	0.14745	1	0.12468	1	0.40074	1	0.1563	1	0.44423	1	2.2635e-06	0.00266
CCDC160	5 (3%)	150	NA	NA	0.77654	1	0.20962	1	1	1	0.14357	1	0.2948	1	0.54756	1	0.60159	1	0.53476	1	0.27752	1
DCAF4L2	9 (6%)	146	0.95059	1	0.95859	1	1	1	0.022016	1	0.066773	1	0.79908	1	0.62142	1	0.8123	1	0.63877	1	0.45284	1
DKK2	5 (3%)	150	NA	NA	0.7274	1	0.68133	1	0.58183	1	0.741	1	0.2948	1	1	1	0.64534	1	1	1	0.27752	1
EPHA3	13 (8%)	142	0.4552	1	0.42912	1	0.40165	1	0.40494	1	0.4681	1	1	1	1	1	0.57219	1	0.68611	1	0.76639	1
ERBB4	14 (9%)	141	0.0025018	1	0.98872	1	0.10064	1	0.43332	1	0.014251	1	0.051356	1	0.2832	1	0.10799	1	0.46297	1	6.4793e-06	0.00759
GUCY1A3	10 (6%)	145	0.11009	1	0.066783	1	1	1	0.052537	1	0.16984	1	0.67092	1	0.39959	1	0.19776	1	0.65086	1	0.6772	1
IFT80	7 (5%)	148	0.9112	1	0.85204	1	1	1	0.30499	1	0.86706	1	0.32104	1	0.61264	1	0.55169	1	1	1	3.0145e-07	0.000355
INHBA	7 (5%)	148	0.88394	1	0.47388	1	0.44233	1	0.001123	1	0.16932	1	0.64504	1	0.61264	1	0.27507	1	0.63253	1	0.58608	1
KLK2	3 (2%)	152	NA	NA	0.22907	1	1	1	0.40506	1	1	1	1	1	1	1	0.86887	1	1	1	0.5719	1
LPPR4	11 (7%)	144	0.59161	1	0.2362	1	0.76523	1	0.68543	1	0.41057	1	0.026647	1	1	1	0.83238	1	1	1	0.066912	1
OR7C1	6 (4%)	149	NA	NA	0.21796	1	0.44233	1	0.17714	1	0.27364	1	1	1	1	1	0.83274	1	1	1	0.65604	1
SCN7A	12 (8%)	143	0.60027	1	0.77185	1	0.56401	1	0.38144	1	0.044466	1	0.16273	1	1	1	0.017146	1	1	1	0.95132	1
TGFBR2	7 (5%)	148	0.76836	1	0.41163	1	0.71929	1	0.079131	1	0.73683	1	0.56528	1	0.61264	1	0.75263	1	0.63253	1	0.78885	1
TRPS1	13 (8%)	142	0.67536	1	0.15271	1	0.56401	1	0.127	1	0.06277	1	0.19816	1	0.2808	1	0.17774	1	0.46297	1	0.073972	1
OR8J1	4 (3%)	151	0.3549	1	0.27278	1	0.36686	1	1	1	0.31182	1	0.48327	1	1	1	0.35629	1	1	1	6.0225e-09	7.12e-06
RIMS2	12 (8%)	143	0.22773	1	0.99567	1	0.56401	1	0.098542	1	0.27623	1	0.91878	1	0.67676	1	0.57648	1	0.68611	1	0.50433	1
SFMBT2	12 (8%)	143	0.37917	1	0.59072	1	0.76523	1	0.40494	1	0.24139	1	0.83882	1	0.67676	1	0.94243	1	0.68611	1	0.57633	1
IL18R1	8 (5%)	147	0.4968	1	0.83085	1	1	1	0.1134	1	0.080251	1	0.28604	1	0.62142	1	0.26846	1	0.63253	1	0.77466	1
PCDH17	14 (9%)	141	0.1813	1	0.32317	1	1	1	0.69884	1	0.82094	1	0.14736	1	0.2832	1	0.10411	1	0.34971	1	0.029868	1
FLRT2	11 (7%)	144	0.63965	1	0.76939	1	0.36829	1	0.65876	1	0.062593	1	0.69091	1	0.40962	1	0.27365	1	0.4507	1	0.13957	1
ZC3H13	17 (11%)	138	0.84093	1	0.31765	1	1	1	0.02237	1	0.20924	1	0.93783	1	0.22088	1	0.25011	1	0.36775	1	0.37175	1
PTEN	4 (3%)	151	NA	NA	0.12324	1	1	1	0.50089	1	0.31182	1	0.81942	1	0.37651	1	0.4147	1	0.36604	1	0.49216	1
ZFHX4	17 (11%)	138	2.4765e-05	0.029	0.77763	1	0.45304	1	0.28444	1	0.014826	1	0.39952	1	0.72539	1	0.45234	1	0.75209	1	0.037983	1
NRXN3	15 (10%)	140	0.84184	1	0.48508	1	1	1	0.25921	1	0.883	1	0.28805	1	0.29126	1	0.37599	1	1	1	0.06436	1
LIFR	13 (8%)	142	0.11393	1	0.66619	1	0.56401	1	0.43332	1	0.10299	1	0.78571	1	1	1	1	1	0.70685	1	0.038933	1
ZNF429	7 (5%)	148	0.6228	1	0.21982	1	0.11653	1	1	1	0.062472	1	0.32104	1	0.6122	1	0.67057	1	1	1	0.00010984	0.128
OR2M2	6 (4%)	149	0.21887	1	0.42817	1	0.11653	1	0.02822	1	0.038123	1	1	1	0.17053	1	0.20416	1	0.18118	1	0.19837	1
TMEM132D	15 (10%)	140	0.91049	1	0.69001	1	0.18577	1	0.063884	1	0.78933	1	0.55979	1	0.29126	1	0.068526	1	0.34971	1	0.82628	1
SAT1	4 (3%)	151	NA	NA	0.26496	1	0.058507	1	0.50089	1	1	1	1	1	1	1	0.90144	1	1	1	0.86895	1
CDH18	10 (6%)	145	0.17909	1	0.65117	1	0.056205	1	0.65876	1	0.16984	1	0.47725	1	1	1	0.64392	1	1	1	0.011451	1
P2RY10	6 (4%)	149	0.38664	1	0.47086	1	1	1	0.24046	1	0.68885	1	0.36763	1	1	1	0.64534	1	1	1	0.011341	1
SYT16	6 (4%)	149	0.50709	1	0.58689	1	0.68133	1	0.24046	1	1	1	0.62392	1	0.6122	1	0.63444	1	1	1	0.64572	1
DKK4	4 (3%)	151	0.058164	1	0.85852	1	1	1	0.11757	1	0.31182	1	0.48327	1	1	1	0.4009	1	1	1	6.0225e-09	7.12e-06
NALCN	14 (9%)	141	0.30177	1	0.68041	1	1	1	0.69333	1	0.77361	1	0.14736	1	0.2808	1	0.009595	1	1	1	6.7902e-05	0.0792
SULT1C4	3 (2%)	152	0.029971	1	0.93148	1	1	1	0.065096	1	0.19899	1	0.56943	1	1	1	0.56073	1	1	1	6.1013e-09	7.2e-06
UMOD	7 (5%)	148	0.49341	1	0.5562	1	1	1	0.30499	1	0.31255	1	0.32104	1	0.61264	1	0.41157	1	0.63253	1	0.00010984	0.128
CPXCR1	6 (4%)	149	0.32697	1	0.64349	1	0.11653	1	1	1	0.482	1	0.017768	1	0.6122	1	0.23193	1	0.081003	1	0.024597	1
PDZRN4	12 (8%)	143	0.80103	1	0.15949	1	0.24597	1	0.0040808	1	0.27623	1	0.54382	1	1	1	0.85781	1	1	1	0.33654	1
USP17L2	7 (5%)	148	0.30172	1	0.80476	1	1	1	1	1	0.62288	1	0.096141	1	0.61264	1	0.12454	1	0.63253	1	5.7847e-09	6.85e-06
ESR1	11 (7%)	144	0.43915	1	0.94398	1	1	1	0.38144	1	0.029593	1	0.51432	1	0.40074	1	0.55503	1	0.65086	1	0.057456	1
FAM5C	10 (6%)	145	0.012244	1	0.8452	1	0.2096	1	0.19524	1	0.14745	1	0.12468	1	0.39959	1	0.12651	1	0.63877	1	5.211e-08	6.13e-05
MIER3	10 (6%)	145	0.46317	1	0.73904	1	0.53368	1	1	1	0.55544	1	0.20237	1	0.39959	1	0.38157	1	0.65086	1	0.0023194	1
NLRP5	10 (6%)	145	0.63965	1	0.7941	1	0.74565	1	0.63402	1	0.55544	1	0.28292	1	1	1	0.41354	1	0.44423	1	0.42005	1
OR6T1	6 (4%)	149	0.50248	1	0.00012243	0.142	0.68133	1	1	1	0.68885	1	0.62392	1	0.54756	1	0.14779	1	0.53476	1	0.64572	1
PCDH10	14 (9%)	141	0.21794	1	0.3267	1	0.10064	1	0.23865	1	0.4681	1	0.63039	1	0.72166	1	0.50206	1	1	1	0.44738	1
PCDHB5	12 (8%)	143	0.048225	1	0.83061	1	0.078833	1	1	1	0.20415	1	0.49859	1	1	1	0.041491	1	0.46297	1	0.0064533	1
TRPC6	8 (5%)	147	0.28341	1	0.18722	1	1	1	0.61285	1	0.45846	1	0.52268	1	0.62142	1	0.15337	1	0.63253	1	0.86962	1
RHOA	4 (3%)	151	NA	NA	0.91786	1	1	1	0.40506	1	0.741	1	0.12517	1	0.46857	1	0.55196	1	0.4566	1	0.63953	1
SYNE1	37 (24%)	118	0.77325	1	0.11312	1	0.57614	1	0.035028	1	0.59093	1	0.1568	1	0.54422	1	0.28272	1	0.74053	1	0.015422	1
CYTL1	4 (3%)	151	NA	NA	0.24809	1	1	1	1	1	0.04828	1	0.48327	1	1	1	0.4009	1	1	1	6.0225e-09	7.12e-06
CHRM2	8 (5%)	147	0.32316	1	0.778	1	0.49473	1	0.61285	1	0.0061144	1	1	1	0.13053	1	0.018656	1	0.16383	1	0.93928	1
GALNT14	9 (6%)	146	0.51666	1	0.99592	1	0.74565	1	0.63402	1	0.010342	1	0.22352	1	0.39959	1	0.020307	1	0.65086	1	0.33899	1
LRRIQ3	7 (5%)	148	0.58239	1	0.49457	1	0.063328	1	1	1	0.31255	1	0.64504	1	1	1	0.9034	1	0.60214	1	0.59034	1
NAALAD2	11 (7%)	144	0.88394	1	0.54381	1	0.13026	1	0.015605	1	0.0055137	1	0.13884	1	1	1	0.28592	1	1	1	3.3351e-05	0.039
PCDH11X	11 (7%)	144	0.012848	1	0.56135	1	1	1	0.38144	1	0.18331	1	0.23074	1	0.40074	1	0.24839	1	0.44423	1	0.069371	1
TFAP2D	5 (3%)	150	NA	NA	0.028093	1	0.20962	1	0.58183	1	0.78417	1	1	1	1	1	0.55886	1	1	1	0.86975	1
TNR	15 (10%)	140	0.44445	1	0.49265	1	0.5884	1	0.46517	1	0.16331	1	0.0083537	1	0.72166	1	0.01459	1	1	1	1.3913e-06	0.00163
CNTNAP4	10 (6%)	145	0.35328	1	0.93639	1	1	1	0.19524	1	0.16984	1	0.14093	1	0.39959	1	0.020307	1	0.65086	1	0.75202	1
DOCK2	16 (10%)	139	0.92239	1	0.38178	1	1	1	0.25921	1	0.16183	1	0.21207	1	0.21733	1	0.09624	1	0.35657	1	0.086964	1
