Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 GENDER t test N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=6 higher score N=0 lower score N=6 HISTOLOGICAL TYPE ANOVA test N=5 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=8 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=1 higher yearoftobaccosmokingonset N=0 lower yearoftobaccosmokingonset N=1 COMPLETENESS OF RESECTION ANOVA test N=2