Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=25 older N=5 younger N=20 NEOPLASM DISEASESTAGE ANOVA test N=1620 PATHOLOGY T STAGE Spearman correlation test N=2075 higher stage N=1114 lower stage N=961 PATHOLOGY N STAGE t test N=6 class1 N=1 class0 N=5 PATHOLOGY M STAGE ANOVA test N=246 GENDER t test N=249 male N=152 female N=97 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0