Clinical Features	Time to Death		AGE		PRIMARY.SITE.OF.DISEASE		GENDER		HISTOLOGICAL.TYPE		PATHOLOGY.T		PATHOLOGY.N		PATHOLOGICSPREAD(M)		NEOADJUVANT.THERAPY	
	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
APC	88 (72%)	34	0.38223	1	0.6112	1	0.0045564	1	0.16027	1	0.02058	1	0.18562	1	0.95625	1	0.73775	1	0.34684	1
SMAD4	15 (12%)	107	0.45799	1	0.91492	1	1	1	0.78496	1	0.0074136	1	1	1	1	1	0.62935	1	0.15839	1
FAM123B	12 (10%)	110	0.38423	1	0.76716	1	0.76229	1	0.75998	1	0.87046	1	0.74364	1	0.61601	1	0.33882	1	1	1
FBXW7	19 (16%)	103	0.45799	1	0.31966	1	0.4553	1	0.44969	1	0.040229	1	0.66038	1	0.76607	1	0.20992	1	0.23478	1
KRAS	55 (45%)	67	0.06669	1	0.75572	1	0.01705	1	0.58605	1	0.048415	1	0.040097	1	0.54386	1	1	1	0.22093	1
TP53	72 (59%)	50	0.99844	1	0.24238	1	0.097404	1	0.095622	1	0.09864	1	0.63126	1	0.9635	1	0.75924	1	0.39902	1
NRAS	9 (7%)	113	0.088015	1	0.016456	1	1	1	0.73135	1	1	1	0.11839	1	0.58875	1	0.57776	1	0.37494	1
BRAF	10 (8%)	112	0.61003	1	0.26605	1	0.020792	1	1	1	0.00042956	0.381	0.45067	1	0.4971	1	0.59564	1	0.40813	1
ARID1A	14 (11%)	108	0.45799	1	0.12288	1	0.15099	1	0.26446	1	0.012386	1	0.23211	1	0.28165	1	0.35615	1	0.5266	1
KRTAP5-5	4 (3%)	118	NA	NA	0.66919	1	1	1	1	1	0.42267	1	1	1	0.45342	1	1	1	0.1848	1
ZC3H13	14 (11%)	108	0.48519	1	0.54967	1	0.04252	1	0.26446	1	0.049675	1	0.24122	1	0.92148	1	0.35615	1	0.5266	1
TCF7L2	8 (7%)	114	0.70012	1	0.84011	1	0.13439	1	1	1	0.3604	1	0.52417	1	0.87089	1	0.18036	1	1	1
LRP1B	19 (16%)	103	0.51362	1	0.25976	1	0.4553	1	0.2063	1	0.035918	1	0.60752	1	0.81684	1	0.68877	1	0.58851	1
KIAA1804	10 (8%)	112	0.54345	1	0.25619	1	0.041434	1	0.74245	1	0.02213	1	0.74156	1	0.90055	1	1	1	1	1
KLK2	3 (2%)	119	NA	NA	0.14587	1	0.081346	1	1	1	0.069561	1	1	1	0.74232	1	1	1	1	1
SMAD2	6 (5%)	116	0.57494	1	0.99083	1	0.22898	1	0.69922	1	0.52725	1	0.79918	1	0.24507	1	1	1	1	1
DMD	16 (13%)	106	0.39332	1	0.94942	1	0.17488	1	0.28342	1	0.10085	1	0.61814	1	0.092785	1	0.65939	1	0.57797	1
CSMD3	17 (14%)	105	0.35717	1	0.84573	1	0.79717	1	0.79328	1	0.01503	1	0.16613	1	0.92814	1	1	1	1	1
BAI3	11 (9%)	111	0.54345	1	0.48556	1	1	1	1	1	0.25476	1	0.65798	1	0.15208	1	0.59929	1	1	1
WBSCR17	8 (7%)	114	0.82816	1	0.39968	1	0.13608	1	0.46442	1	0.2633	1	0.86447	1	0.87089	1	1	1	1	1
EVC2	11 (9%)	111	0.70012	1	0.99681	1	0.20858	1	1	1	0.34024	1	0.51519	1	0.47191	1	1	1	0.43984	1
LIFR	10 (8%)	112	0.045983	1	0.83323	1	0.74668	1	0.51422	1	0.25753	1	0.74156	1	0.4971	1	1	1	1	1
OPCML	6 (5%)	116	0.57494	1	0.76228	1	0.034452	1	1	1	0.11786	1	0.3922	1	1	1	0.47311	1	1	1
CDC27	6 (5%)	116	0.75606	1	0.3669	1	0.40254	1	0.39993	1	0.40908	1	0.54281	1	0.24507	1	1	1	1	1
TUSC3	5 (4%)	117	0.70012	1	0.66154	1	0.6526	1	1	1	0.51041	1	0.49248	1	0.82237	1	1	1	0.22625	1
ATP10A	9 (7%)	113	0.54345	1	0.78592	1	0.7298	1	1	1	0.33058	1	0.57095	1	0.37139	1	0.59644	1	1	1
FAT4	15 (12%)	107	0.70012	1	0.94461	1	0.42036	1	1	1	0.72366	1	0.20593	1	0.44542	1	0.35793	1	0.5529	1
MAPK10	6 (5%)	116	0.70012	1	0.061774	1	0.69453	1	1	1	0.86725	1	0.072638	1	0.4081	1	0.012798	1	0.26593	1
SYNE1	25 (20%)	97	0.22176	1	0.73498	1	0.074806	1	0.65117	1	0.081208	1	0.023791	1	1	1	0.45626	1	0.099785	1
GPC6	7 (6%)	115	0.75606	1	0.9328	1	0.69785	1	1	1	0.40908	1	0.094261	1	0.84746	1	0.52809	1	1	1
FAT2	13 (11%)	109	0.61003	1	0.29579	1	1	1	0.2344	1	0.051796	1	0.85688	1	1	1	0.35873	1	0.49902	1
CDH9	8 (7%)	114	0.045983	1	0.33807	1	1	1	0.46442	1	1	1	0.6597	1	0.44576	1	0.57776	1	1	1
PIK3R1	5 (4%)	117	0.60843	1	0.36406	1	0.38416	1	0.64983	1	0.69194	1	0.012387	1	0.82237	1	1	1	1	1
C3ORF30	3 (2%)	119	NA	NA	0.41101	1	0.58076	1	1	1	0.72391	1	0.66913	1	1	1	1	1	1	1
HCLS1	6 (5%)	116	0.70012	1	0.80964	1	0.085226	1	0.69922	1	0.052412	1	0.54281	1	0.5994	1	1	1	1	1
IL1RAPL2	6 (5%)	116	0.82816	1	0.72324	1	0.22898	1	0.69922	1	0.014735	1	1	1	0.8292	1	1	1	1	1
DPF2	4 (3%)	118	NA	NA	0.59957	1	1	1	0.31134	1	0.42267	1	0.7196	1	1	1	1	1	1	1
ELF3	4 (3%)	118	0.82816	1	0.14753	1	0.6305	1	1	1	1	1	0.23479	1	1	1	1	1	0.1848	1
NRXN3	11 (9%)	111	0.65245	1	0.57732	1	0.010206	1	0.75716	1	0.011903	1	0.28495	1	0.59948	1	0.59564	1	0.43984	1
TRIM44	5 (4%)	117	0.70012	1	0.75625	1	0.16704	1	0.16235	1	0.0027892	1	0.0039404	1	0.82237	1	0.41231	1	0.018993	1
SESTD1	7 (6%)	115	0.54345	1	0.15614	1	0.23793	1	0.13487	1	0.39396	1	0.2164	1	0.84746	1	1	1	0.3039	1
CD180	6 (5%)	116	0.70012	1	0.88772	1	0.085226	1	1	1	0.22127	1	0.3922	1	0.8292	1	1	1	1	1
CTNNB1	7 (6%)	115	0.70012	1	0.15784	1	1	1	0.13487	1	0.46701	1	0.29366	1	0.13968	1	1	1	0.3039	1
CDH8	8 (7%)	114	0.75606	1	0.15511	1	0.7286	1	0.72221	1	0.91287	1	0.73862	1	0.87089	1	0.18036	1	1	1
NALCN	12 (10%)	110	0.44834	1	0.70402	1	0.76229	1	1	1	0.87046	1	0.74364	1	1	1	1	1	1	1
PCDH9	10 (8%)	112	0.17972	1	0.31651	1	1	1	0.51422	1	0.64559	1	0.61268	1	1	1	0.59564	1	1	1
ZCWPW2	5 (4%)	117	0.75606	1	0.29287	1	1	1	1	1	1	1	0.033958	1	0.51959	1	0.34515	1	0.22625	1
CDH12	9 (7%)	113	0.75606	1	0.4256	1	1	1	0.49377	1	0.68912	1	0.45067	1	0.10109	1	0.59644	1	1	1
PIK3CA	7 (6%)	115	0.57494	1	0.8278	1	0.017795	1	1	1	0.003958	1	1	1	0.4623	1	1	1	1	1
FZD3	5 (4%)	117	0.65245	1	0.39837	1	0.16704	1	1	1	0.045584	1	0.23479	1	0.82237	1	1	1	0.22625	1
DACH2	8 (7%)	114	0.70012	1	0.90555	1	0.7286	1	0.72221	1	0.76081	1	0.26091	1	0.569	1	1	1	1	1
TXNDC3	6 (5%)	116	0.75606	1	0.24188	1	0.085226	1	0.69922	1	0.17728	1	0.54281	1	1	1	1	1	1	1
BCHE	6 (5%)	116	0.75606	1	0.61398	1	0.40254	1	0.23818	1	0.40908	1	0.23878	1	0.4081	1	0.47311	1	1	1
ERBB2	4 (3%)	118	NA	NA	0.2134	1	0.13033	1	0.13521	1	0.50698	1	0.49248	1	0.45342	1	1	1	1	1
ZSWIM3	5 (4%)	117	0.82816	1	0.15721	1	0.16704	1	1	1	0.32652	1	0.31446	1	0.41774	1	0.41231	1	1	1
TASP1	4 (3%)	118	0.82816	1	0.74673	1	0.31784	1	0.31134	1	0.29397	1	0.038574	1	0.45342	1	0.27101	1	0.1848	1
DNAH2	17 (14%)	105	0.35717	1	0.5064	1	0.019441	1	1	1	0.010347	1	0.87949	1	0.80779	1	1	1	0.59389	1
BANK1	6 (5%)	116	0.75606	1	0.076603	1	1	1	0.69922	1	1	1	0.54281	1	0.8292	1	1	1	1	1
CASP14	5 (4%)	117	0.82816	1	0.86688	1	0.38416	1	0.64983	1	0.78688	1	0.45826	1	0.036241	1	0.41231	1	1	1
CPXCR1	5 (4%)	117	0.57494	1	0.89643	1	1	1	0.16235	1	0.17843	1	0.45826	1	0.82237	1	1	1	1	1
P2RY10	4 (3%)	118	0.006924	1	0.74988	1	0.31784	1	1	1	0.29397	1	0.36938	1	0.29102	1	1	1	0.1848	1
SPATA8	3 (2%)	119	NA	NA	0.49578	1	0.25537	1	0.074854	1	0.50698	1	1	1	0.74232	1	1	1	1	1
GAS2L2	3 (2%)	119	0.75606	1	0.22369	1	1	1	1	1	1	1	0.13374	1	1	1	1	1	1	1
GAB3	5 (4%)	117	0.82816	1	0.52678	1	0.16704	1	0.012538	1	0.32652	1	0.15766	1	0.51959	1	1	1	1	1
MCF2	7 (6%)	115	0.82816	1	0.46173	1	1	1	0.13487	1	0.091089	1	0.043092	1	0.4623	1	1	1	1	1
NRG1	8 (7%)	114	0.70012	1	0.26694	1	1	1	0.46442	1	1	1	0.52417	1	1	1	1	1	1	1
MAP7	6 (5%)	116	0.82816	1	0.59831	1	1	1	0.39993	1	0.075566	1	0.23878	1	0.8292	1	1	1	1	1
SORCS1	8 (7%)	114	1	1	0.1432	1	0.7286	1	1	1	0.58544	1	0.13517	1	0.87089	1	0.57776	1	1	1
DOCK2	11 (9%)	111	0.51362	1	0.59676	1	0.53164	1	1	1	0.20687	1	0.42869	1	0.72971	1	0.59929	1	1	1
HMCN1	15 (12%)	107	0.36758	1	0.60196	1	1	1	0.092358	1	0.52233	1	0.81342	1	0.71693	1	0.6437	1	0.5529	1
VCAN	10 (8%)	112	0.75606	1	0.9549	1	0.74668	1	0.74245	1	0.82608	1	0.38001	1	0.38812	1	0.59564	1	1	1
IFT80	6 (5%)	116	0.75606	1	0.18605	1	1	1	0.69922	1	0.59208	1	0.23878	1	0.24507	1	1	1	1	1
ZIM3	5 (4%)	117	0.006924	1	0.17064	1	0.066873	1	1	1	0.15443	1	0.077272	1	0.41774	1	1	1	1	1
CCBP2	6 (5%)	116	0.70012	1	0.64061	1	0.22898	1	0.69922	1	0.059484	1	0.10915	1	0.24507	1	1	1	1	1
LUZP2	3 (2%)	119	NA	NA	0.86383	1	1	1	1	1	0.3945	1	0.66913	1	1	1	1	1	1	1
CYP19A1	6 (5%)	116	0.70012	1	0.95277	1	1	1	0.69922	1	0.075566	1	0.54281	1	0.5994	1	1	1	1	1
GFRA1	6 (5%)	116	0.70012	1	0.49103	1	0.22898	1	0.39993	1	0.12965	1	0.10915	1	0.8292	1	1	1	1	1
CTSO	5 (4%)	117	0.70012	1	0.08529	1	0.6526	1	0.39236	1	0.82711	1	1	1	0.82237	1	1	1	1	1
KCNB2	7 (6%)	115	0.006924	1	0.78039	1	0.46543	1	0.23666	1	0.26437	1	0.1889	1	0.63102	1	1	1	1	1
MGC42105	5 (4%)	117	NA	NA	0.51625	1	0.16704	1	1	1	0.23721	1	0.60205	1	0.51959	1	1	1	1	1
CFHR5	4 (3%)	118	NA	NA	0.87691	1	0.6305	1	0.31134	1	0.78688	1	0.7196	1	0.45342	1	1	1	1	1
ADAM18	4 (3%)	118	0.57494	1	0.42918	1	0.6305	1	1	1	0.15583	1	0.66913	1	1	1	1	1	0.1848	1
FAM133A	3 (2%)	119	NA	NA	0.29773	1	1	1	1	1	0.3945	1	0.66913	1	0.74232	1	0.27101	1	1	1
RAD21	5 (4%)	117	0.82816	1	0.45119	1	0.6526	1	0.16235	1	0.068992	1	1	1	0.82237	1	1	1	1	1
BMPR2	6 (5%)	116	0.70012	1	0.4431	1	0.085226	1	1	1	0.17728	1	1	1	1	1	1	1	1	1
DPYD	7 (6%)	115	0.54345	1	0.17987	1	0.69453	1	0.041169	1	0.019991	1	0.54281	1	0.84746	1	1	1	0.3039	1
C4BPA	6 (5%)	116	0.54345	1	0.088215	1	0.38416	1	0.39993	1	0.11671	1	0.45826	1	0.24507	1	1	1	0.26593	1
F13A1	5 (4%)	117	NA	NA	0.054333	1	0.6526	1	1	1	0.82711	1	0.31446	1	0.10094	1	0.41231	1	1	1
FREM2	10 (8%)	112	0.61003	1	0.3004	1	0.74668	1	0.32199	1	0.63876	1	0.38001	1	0.62338	1	0.59564	1	1	1
CDCP2	5 (4%)	117	0.82816	1	0.39277	1	0.6526	1	0.39236	1	0.82711	1	0.60205	1	0.82237	1	1	1	1	1
RNF219	5 (4%)	117	0.82816	1	0.049067	1	0.38416	1	0.64983	1	0.78688	1	0.15766	1	0.82237	1	1	1	1	1
OR5B12	4 (3%)	118	0.75606	1	0.60356	1	1	1	1	1	0.31561	1	0.088942	1	0.6189	1	1	1	1	1
FLRT2	7 (6%)	115	0.70012	1	0.32955	1	0.23793	1	1	1	0.39396	1	0.54281	1	0.4623	1	1	1	0.3039	1
EPHA5	7 (6%)	115	0.54345	1	0.29644	1	1	1	1	1	0.32747	1	0.47396	1	0.84746	1	1	1	1	1
ODZ1	10 (8%)	112	0.65245	1	0.59997	1	0.74668	1	0.0019834	1	0.11234	1	0.74156	1	0.14296	1	0.25868	1	1	1
SLC45A2	4 (3%)	118	NA	NA	0.28941	1	1	1	0.13521	1	1	1	0.11168	1	1	1	0.34515	1	1	1
C14ORF106	6 (5%)	116	0.57494	1	0.21116	1	0.6526	1	0.39993	1	0.51041	1	1	1	0.8292	1	1	1	1	1
KCNT2	7 (6%)	115	0.60843	1	0.11845	1	0.46543	1	0.041169	1	0.21221	1	0.40367	1	0.84746	1	1	1	1	1
MAGEC2	5 (4%)	117	NA	NA	0.65402	1	1	1	0.16235	1	0.38153	1	1	1	0.82237	1	1	1	1	1
CWF19L2	5 (4%)	117	0.75606	1	0.72209	1	1	1	0.39236	1	0.022654	1	0.0035259	1	0.82237	1	1	1	1	1