Clinical Features	Time to Death		AGE		HISTOLOGICAL.TYPE		RADIATIONS.RADIATION.REGIMENINDICATION		NEOADJUVANT.THERAPY	
	nMutated (%)	nWild-Type	logrank test_P	logrank test_Q	t-test_P	t-test_Q	Chi-square test_P	Chi-square test_Q	Fisher's exact test_P	Fisher's exact test_Q	Fisher's exact test_P	Fisher's exact test_Q
FBXW7	39 (16%)	209	0.77183	1	0.90403	1	0.047258	1	0.85502	1	0.11692	1
PTEN	161 (65%)	87	0.18985	1	0.027636	1	5.4447e-19	3.26e-16	0.050278	1	0.0015967	0.932
SPOP	21 (8%)	227	0.65037	1	0.52707	1	0.3325	1	0.81063	1	0.45172	1
CTCF	45 (18%)	203	0.40496	1	0.019788	1	0.0020974	1	0.86319	1	1	1
CTNNB1	74 (30%)	174	0.87814	1	0.0017	0.991	1.0411e-05	0.0062	0.3811	1	0.012375	1
KRAS	53 (21%)	195	0.071973	1	0.00027384	0.162	0.0069187	1	0.25333	1	0.0089239	1
PIK3CA	132 (53%)	116	0.054965	1	0.19491	1	0.55455	1	0.59272	1	0.88685	1
PIK3R1	83 (33%)	165	0.87106	1	0.80623	1	0.00082734	0.486	0.39522	1	0.29278	1
PPP2R1A	27 (11%)	221	0.12058	1	0.037446	1	0.0097696	1	0.52048	1	0.11228	1
PRKAR1B	4 (2%)	244	0.70228	1	0.97808	1	0.96118	1	0.60848	1	1	1
TP53	69 (28%)	179	0.32453	1	6.1488e-06	0.00367	3.9787e-23	2.39e-20	0.37065	1	6.0787e-05	0.0361
FGFR2	31 (12%)	217	0.89974	1	0.99841	1	0.71937	1	1	1	0.38953	1
ARID1A	83 (33%)	165	0.0080038	1	0.0072123	1	0.001265	0.74	0.67274	1	0.023364	1
CHD4	35 (14%)	213	0.36056	1	0.41782	1	0.77947	1	0.56494	1	0.68286	1
NFE2L2	15 (6%)	233	0.90303	1	0.19144	1	0.44715	1	0.58898	1	1	1
P2RY11	9 (4%)	239	0.39537	1	0.39557	1	0.98713	1	0.4973	1	0.70878	1
CCND1	15 (6%)	233	0.72944	1	0.055579	1	0.41271	1	0.39984	1	0.13049	1
SOX17	7 (3%)	241	0.66932	1	0.84797	1	0.0056667	1	0.42754	1	0.67732	1
FOXA2	12 (5%)	236	0.79909	1	0.53126	1	0.97183	1	0.22865	1	1	1
FAM9A	14 (6%)	234	0.37841	1	0.91272	1	0.88964	1	1	1	0.12062	1
DNER	18 (7%)	230	0.74602	1	0.041445	1	0.032379	1	0.43956	1	0.27712	1
SMTNL2	9 (4%)	239	0.47197	1	0.53006	1	0.57917	1	1	1	0.45104	1
RBMX	13 (5%)	235	0.3363	1	0.16061	1	0.40025	1	0.14154	1	0.75579	1
PGR	12 (5%)	236	0.26841	1	0.2284	1	0.010466	1	1	1	0.5203	1
TNFAIP6	12 (5%)	236	0.81918	1	0.30169	1	0.59963	1	1	1	0.74074	1
SGK1	15 (6%)	233	0.92499	1	0.42717	1	0.75911	1	0.15798	1	0.56281	1
PDE8B	16 (6%)	232	0.19594	1	0.13463	1	0.027515	1	1	1	0.56763	1
HPD	7 (3%)	241	0.4296	1	0.053772	1	0.05848	1	1	1	1	1
RPL14	7 (3%)	241	0.53177	1	0.67662	1	0.99105	1	0.42754	1	0.39638	1
TAP1	8 (3%)	240	0.58776	1	0.87698	1	0.34319	1	1	1	0.45193	1
MAX	11 (4%)	237	0.88913	1	0.33592	1	0.40438	1	0.75314	1	0.73208	1
ZNF286A	12 (5%)	236	0.3075	1	0.51789	1	0.0026218	1	0.22865	1	1	1
ABI1	4 (2%)	244	0.663	1	0.034201	1	0.96118	1	0.30207	1	0.3025	1
RASA1	22 (9%)	226	0.1273	1	0.4663	1	0.021079	1	0.63875	1	0.80306	1
NRAS	9 (4%)	239	0.35434	1	0.61642	1	0.028946	1	0.72237	1	0.45104	1
ZNF367	8 (3%)	240	0.44946	1	0.36498	1	0.62783	1	0.12712	1	1	1
ING1	13 (5%)	235	0.37045	1	0.69356	1	0.1781	1	0.14154	1	1	1
MFGE8	4 (2%)	244	0.53335	1	0.12684	1	0.070151	1	1	1	0.3025	1
ZNF267	16 (6%)	232	0.56542	1	0.20743	1	0.027515	1	0.78959	1	1	1
ARID5B	29 (12%)	219	0.64166	1	0.64941	1	0.0086518	1	1	1	0.50787	1
DYRK1A	12 (5%)	236	0.93883	1	0.38638	1	0.5951	1	0.55151	1	1	1
EMB	8 (3%)	240	0.44255	1	0.49728	1	0.00059387	0.35	0.71885	1	0.45193	1
ESR1	11 (4%)	237	0.32905	1	0.31681	1	0.65312	1	0.51833	1	0.1792	1
NAA30	8 (3%)	240	0.56498	1	0.35811	1	0.51789	1	0.71885	1	0.68758	1
CHSY3	10 (4%)	238	0.86163	1	0.0080501	1	0.61965	1	0.73946	1	0.46844	1
SIN3A	21 (8%)	227	0.5738	1	0.25573	1	0.10014	1	0.81063	1	0.60942	1
TPTE	15 (6%)	233	0.27292	1	0.16712	1	0.0064822	1	1	1	0.36883	1
CYLC1	18 (7%)	230	0.19797	1	0.7649	1	0.00060085	0.354	0.31283	1	0.41289	1
MORC4	20 (8%)	228	0.15221	1	0.020393	1	0.62903	1	1	1	0.29524	1
TAB3	18 (7%)	230	0.21951	1	0.10704	1	0.0068609	1	0.61632	1	1	1
UPF3B	16 (6%)	232	0.73489	1	0.80979	1	0.39549	1	0.58789	1	0.077527	1
METTL14	10 (4%)	238	0.35837	1	0.83312	1	0.70659	1	1	1	0.2932	1
C9ORF102	16 (6%)	232	0.24545	1	0.35013	1	0.034331	1	0.58789	1	0.56763	1
RHBDD3	4 (2%)	244	0.58688	1	0.20582	1	0.96118	1	0.60848	1	0.57746	1
SAP30	4 (2%)	244	0.64819	1	0.5699	1	1.3363e-08	7.99e-06	1	1	0.57746	1
C12ORF34	6 (2%)	242	0.5417	1	0.67561	1	0.8974	1	1	1	0.19252	1
FUT4	3 (1%)	245	0.86951	1	0.83741	1	0.01646	1	0.27103	1	0.56381	1
C7ORF60	10 (4%)	238	0.30976	1	0.13557	1	0.70659	1	0.31769	1	0.73193	1
NHSL2	12 (5%)	236	0.99166	1	0.50578	1	0.010466	1	0.75627	1	1	1
ZRANB3	8 (3%)	240	0.32464	1	0.83908	1	0.00098732	0.579	0.45126	1	0.45193	1
GYPB	5 (2%)	243	0.58275	1	0.84273	1	0.14875	1	0.1684	1	1	1
OR4K2	11 (4%)	237	0.30412	1	0.24121	1	0.0065848	1	1	1	0.49933	1
KIF26B	19 (8%)	229	0.76809	1	0.40342	1	0.053969	1	0.4597	1	0.29419	1
ZNF263	8 (3%)	240	0.45161	1	0.2191	1	0.80912	1	1	1	0.22012	1
DCAF4	4 (2%)	244	0.61125	1	0.077862	1	0.32759	1	1	1	1	1
PSMG4	5 (2%)	243	0.61886	1	0.77781	1	0.00044115	0.261	0.66303	1	0.3268	1
TWF1	8 (3%)	240	0.43712	1	0.88848	1	0.20497	1	0.27002	1	1	1
OR52I2	8 (3%)	240	0.73072	1	0.55881	1	0.080196	1	0.45126	1	0.45193	1
SERHL2	6 (2%)	242	0.46424	1	0.66613	1	0.8974	1	0.18502	1	0.667	1
UBE2QL1	5 (2%)	243	0.75305	1	0.16266	1	0.93292	1	0.34211	1	1	1
ZNF649	14 (6%)	234	0.24568	1	0.28829	1	0.18198	1	0.77685	1	1	1
OR5D13	10 (4%)	238	0.89523	1	0.74105	1	0.18792	1	0.31769	1	0.46844	1
CHEK2	13 (5%)	235	0.89133	1	0.016332	1	0.030706	1	1	1	0.35217	1
CSDE1	21 (8%)	227	0.80172	1	0.29373	1	0.04351	1	1	1	0.45172	1
FMR1	16 (6%)	232	0.30447	1	0.64302	1	0.068786	1	0.58789	1	0.077527	1
HLA-B	4 (2%)	244	0.52329	1	0.51972	1	0.078009	1	0.30207	1	0.3025	1
IGFBP7	6 (2%)	242	0.40572	1	0.65939	1	0.22793	1	0.66719	1	0.667	1
OR4D2	3 (1%)	245	0.64819	1	0.69296	1	0.98148	1	0.27103	1	0.56381	1
HIST1H2AG	7 (3%)	241	0.54155	1	0.41621	1	0.99105	1	0.048456	1	1	1
CNPY1	7 (3%)	241	0.44861	1	0.18001	1	0.29403	1	1	1	0.67732	1
CABP1	8 (3%)	240	0.31894	1	0.28485	1	0.80912	1	0.71885	1	0.45193	1
CTXN3	6 (2%)	242	0.51233	1	0.79436	1	0.54838	1	1	1	0.19252	1
OR4A15	13 (5%)	235	0.21303	1	0.16688	1	0.0021875	1	1	1	0.75579	1
FAM122A	6 (2%)	242	0.59932	1	0.93596	1	0.22793	1	0.41521	1	0.667	1
TXNDC8	6 (2%)	242	0.43929	1	0.46023	1	0.31998	1	0.66719	1	1	1
OR5AS1	10 (4%)	238	0.67547	1	0.50298	1	0.39585	1	0.50133	1	0.73193	1
ZNF334	17 (7%)	231	0.94995	1	0.023178	1	0.78701	1	1	1	0.41468	1
C12ORF4	13 (5%)	235	0.28714	1	0.16902	1	0.0025945	1	1	1	0.75579	1
GNB2	6 (2%)	242	0.55558	1	0.38792	1	0.22793	1	0.66719	1	1	1
ZNF69	7 (3%)	241	0.51364	1	0.016293	1	0.00014665	0.087	1	1	0.39638	1
CABLES1	6 (2%)	242	0.42494	1	0.10977	1	0.8974	1	1	1	1	1
KLHL8	12 (5%)	236	0.36172	1	0.50443	1	0.40421	1	1	1	1	1
LOC642587	7 (3%)	241	0.67908	1	0.5481	1	0.29403	1	1	1	0.67732	1
RAB3GAP1	16 (6%)	232	0.98049	1	0.59602	1	0.35008	1	1	1	0.7735	1
DAPP1	8 (3%)	240	0.56796	1	0.46186	1	0.34319	1	0.71885	1	0.68758	1
DST	39 (16%)	209	0.46739	1	0.65534	1	0.30142	1	0.46395	1	0.56344	1
HHIPL1	6 (2%)	242	0.67883	1	0.89216	1	0.31998	1	0.41521	1	0.667	1
PAPD4	13 (5%)	235	0.98223	1	0.18054	1	0.96208	1	0.37758	1	0.049153	1
ANKRD31	17 (7%)	231	0.19994	1	0.96423	1	4.8694e-05	0.029	0.43234	1	1	1
LUC7L2	8 (3%)	240	0.33173	1	0.72769	1	0.34319	1	0.27002	1	0.45193	1
MAP3K1	21 (8%)	227	0.096162	1	0.81274	1	0.19974	1	1	1	0.45172	1
PPM1N	7 (3%)	241	0.35463	1	0.79027	1	0.29403	1	1	1	1	1
ZNF879	13 (5%)	235	0.33975	1	0.092598	1	0.40025	1	1	1	1	1
TAF1	35 (14%)	213	0.23113	1	0.83665	1	0.015787	1	0.44767	1	0.84061	1
KCNH2	10 (4%)	238	0.43165	1	0.59741	1	0.33826	1	0.095895	1	0.14288	1
XPA	7 (3%)	241	0.16887	1	0.90033	1	0.9807	1	0.2356	1	0.092006	1
ZNF645	10 (4%)	238	0.35256	1	0.8793	1	0.052659	1	1	1	0.2932	1
ZNF449	12 (5%)	236	0.3546	1	0.94993	1	0.65509	1	0.55151	1	0.5203	1
EDN1	4 (2%)	244	0.72888	1	0.74108	1	0.96118	1	0.60848	1	1	1
GIPC2	9 (4%)	239	0.85074	1	0.041974	1	0.37632	1	0.4973	1	0.70878	1
IGFN1	13 (5%)	235	0.71252	1	0.30718	1	0.29622	1	0.37758	1	0.75579	1
C14ORF118	15 (6%)	233	0.26844	1	0.013762	1	0.36903	1	0.58898	1	0.76579	1
TBC1D12	9 (4%)	239	0.47928	1	0.6037	1	0.75899	1	1	1	1	1
BRS3	15 (6%)	233	0.18418	1	0.1332	1	0.024963	1	0.39984	1	0.76579	1
NFE2L3	12 (5%)	236	0.33584	1	0.65554	1	0.34226	1	0.11468	1	0.74074	1
RRAS2	4 (2%)	244	0.75232	1	0.07173	1	0.96118	1	0.60848	1	0.063936	1
G3BP2	9 (4%)	239	0.40123	1	0.10135	1	0.0008789	0.516	0.4973	1	0.70878	1
CLIC2	10 (4%)	238	0.29358	1	0.85506	1	0.0023104	1	1	1	0.73193	1
OPRK1	7 (3%)	241	0.59445	1	0.54167	1	0.85571	1	0.69387	1	0.67732	1
OR8B8	7 (3%)	241	0.52371	1	0.033869	1	0.29403	1	0.42754	1	1	1