Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=282 PATHOLOGY T STAGE Spearman correlation test N=0 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=7 GENDER t test N=3 male N=2 female N=1 HISTOLOGICAL TYPE t test N=62 rectal mucinous adenocarcinoma N=37 rectal adenocarcinoma N=25 RADIATIONS RADIATION REGIMENINDICATION t test N=92 yes N=88 no N=4 COMPLETENESS OF RESECTION ANOVA test N=44 NUMBER OF LYMPH NODES Spearman correlation test N=0