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=268 PATHOLOGY T STAGE Spearman correlation test N=0 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=5 GENDER t test N=0 HISTOLOGICAL TYPE t test N=63 rectal mucinous adenocarcinoma N=36 rectal adenocarcinoma N=27 RADIATIONS RADIATION REGIMENINDICATION t test N=171 yes N=144 no N=27 COMPLETENESS OF RESECTION ANOVA test N=39 NUMBER OF LYMPH NODES Spearman correlation test N=0