Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=26 older N=4 younger N=22 NEOPLASM DISEASESTAGE ANOVA test N=1573 PATHOLOGY T STAGE Spearman correlation test N=2198 higher stage N=1188 lower stage N=1010 PATHOLOGY N STAGE t test N=7 class1 N=2 class0 N=5 PATHOLOGY M STAGE t test N=266 m1 N=231 m0 N=35 GENDER t test N=241 male N=145 female N=96 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0