Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=758 shorter survival N=677 longer survival N=81 AGE Spearman correlation test N=3 older N=0 younger N=3 NEOPLASM DISEASESTAGE ANOVA test N=561 PATHOLOGY T STAGE Spearman correlation test N=261 higher stage N=228 lower stage N=33 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=320 GENDER t test N=19 male N=6 female N=13 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=1 higher numberpackyearssmoked N=0 lower numberpackyearssmoked N=1 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0