Table 2. 21 prognostic genes identified in this study.

Gene	chromosome 3		chromosome 8q		metastasis		Genomic location (GRCh38/hg38)
	R	P-value	R	P-value	R	P-value
SERPINB9	0.641	1.49E-10	-0.334	2.46E-03	-0.362	6.67E-03	chr6:2,887,265–2,903,312
EDNRB	0.790	3.00E-18	-0.467	1.25E-05	-0.326	1.50E-02	chr13:77,895,481–77,975,529
RAPGEF3	0.613	1.48E-09	-0.520	7.71E-07	-0.313	1.99E-02	chr12:47,734,363–47,771,040
HFE	0.668	1.32E-11	-0.656	3.90E-11	-0.304	2.39E-02	chr6:26,087,281–26,098,343
RNF43	0.697	6.66E-13	-0.444	3.69E-05	-0.300	2.61E-02	chr17:58,352,500–58,417,620
ZNF415	0.619	9.47E-10	-0.513	1.17E-06	-0.296	2.85E-02	chr19:53,107,879–53,133,077
IL12RB2	0.633	2.93E-10	-0.437	5.13E-05	-0.287	3.38E-02	chr1:67,307,351–67,397,090
MTUS1	0.682	3.17E-12	-0.652	5.79E-11	-0.287	3.38E-02	chr8:17,643,794–17,801,220
NEDD9	0.703	3.68E-13	-0.350	1.45E-03	-0.278	4.00E-02	chr6:11,183,298–11,382,348
ZNF667	0.628	4.33E-10	-0.521	7.06E-07	-0.278	4.00E-02	chr19:56,438,512–56,478,065
AZGP1	0.661	2.47E-11	-0.526	5.30E-07	-0.269	4.70E-02	chr7:99,966,720–99,976,112
WARS	-0.677	5.25E-12	0.562	5.81E-08	0.269	4.70E-02	chr14:100,333,788–100,376,805
GEM	-0.736	7.18E-15	0.595	5.92E-09	0.278	4.00E-02	chr8:94,249,253–94,262,350
RAB31	-0.705	2.80E-13	0.572	3.02E-08	0.282	3.68E-02	chr18:9,708,231–9,862,556
CALHM2	-0.764	1.65E-16	0.580	1.78E-08	0.296	2.85E-02	chr10:103,446,785–103,452,405
CA12	-0.559	6.90E-08	0.467	1.25E-05	0.300	2.61E-02	chr15:63,321,378–63,382,110
MYEOV	-0.720	5.29E-14	0.577	2.15E-08	0.300	2.61E-02	chr11:69,294,138–69,367,726
CELF2	-0.709	1.96E-13	0.446	3.33E-05	0.318	1.82E-02	chr10:10,798,397–11,336,675
SLCO5A1	-0.738	5.57E-15	0.517	9.13E-07	0.331	1.36E-02	chr8:69,667,046–69,835,064
ISM1	-0.742	3.40E-15	0.581	1.55E-08	0.340	1.12E-02	chr20:13,221,274–13,300,651
PAPSS2	-0.618	9.99E-10	0.551	1.16E-07	0.406	2.12E-03	chr10:87,659,613–87,747,705