Clinical feature Statistical test Significant genes Associated with                 Associated with DAYS_TO_DEATH_OR_LAST_FUP Cox regression test N=0 YEARS_TO_BIRTH Spearman correlation test N=30 older N=30 younger N=0 PRIMARY_SITE_OF_DISEASE Wilcoxon test N=30 rectum N=30 colon N=0 NEOPLASM_DISEASESTAGE Kruskal-Wallis test N=30 PATHOLOGY_T_STAGE Spearman correlation test N=3 higher stage N=2 lower stage N=1 PATHOLOGY_N_STAGE Spearman correlation test N=30 higher stage N=24 lower stage N=6 PATHOLOGY_M_STAGE Wilcoxon test N=30 class1 N=30 class0 N=0 GENDER Wilcoxon test N=30 male N=30 female N=0 HISTOLOGICAL_TYPE Kruskal-Wallis test N=30 RADIATIONS_RADIATION_REGIMENINDICATION Wilcoxon test N=0 COMPLETENESS_OF_RESECTION Kruskal-Wallis test N=11 NUMBER_OF_LYMPH_NODES Spearman correlation test N=30 higher number_of_lymph_nodes N=26 lower number_of_lymph_nodes N=4 RACE Kruskal-Wallis test N=30