# Clustering Approach 1 : MRNA_CNMF Index Clinical feature name Test type P value Comment 1 Time to Death logrank test 0.274471966770272 Range of duration = 0.92 to 51.98, nDeath = 4, nCensor = 35 2 AGE ANOVA 0.498505908266706 Range of values = 35 to 89, Mean = 66.6232, StdDev = 10.6524 3 GENDER Fisher's exact test 0.953033050540082 nTypes = 2 (FEMALE/MALE), nPatients = 31/38 4 HISTOLOGICAL.TYPE Fisher's exact test 0.365470158055582 nTypes = 2 (RECTAL ADENOCARCINOMA/RECTAL MUCINOUS ADENOCARCINOMA), nPatients = 58/7, nMissing = 4 5 PATHOLOGY.T Chi-square test 0.0987084359281123 nTypes = 4 (T1/T2/T3/T4), nPatients = 5/15/45/4 6 PATHOLOGY.N Chi-square test 0.659918229387943 nTypes = 3 (N0/N1/N2), nPatients = 42/15/12 7 PATHOLOGICSPREAD(M) Fisher's exact test 0.40709639512082 nTypes = 2 (M0/M1), nPatients = 57/12 8 TUMOR.STAGE Chi-square test 0.638692991291611 nTypes = 4 (I/II/III/IV), nPatients = 18/23/16/10, nMissing = 2 9 RADIATIONS.RADIATION.REGIMENINDICATION Fisher's exact test 0.289855072463769 nTypes = 2 (NO/YES), nPatients = 1/68 10 COMPLETENESS.OF.RESECTION Chi-square test 0.534098140615112 nTypes = 3 (R0/R1/R2), nPatients = 57/1/10, nMissing = 1 11 NUMBER.OF.LYMPH.NODES ANOVA 0.560542589779734 Range of values = 0 to 31, Mean = 2.22059, StdDev = 5.177, nMissing = 1