Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=481 shorter survival N=285 longer survival N=196 AGE Spearman correlation test N=21 older N=17 younger N=4 NEOPLASM DISEASESTAGE ANOVA test N=544 PATHOLOGY T STAGE Spearman correlation test N=837 higher stage N=388 lower stage N=449 PATHOLOGY N STAGE t test N=9 class1 N=1 class0 N=8 PATHOLOGY M STAGE t test N=91 m1 N=83 m0 N=8 GENDER t test N=91 male N=10 female N=81 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0