# Clustering Approach 1 : MRNA_CNMF Index Clinical feature name Test type P value Comment 1 Time to Death logrank test 0.0309950742179167 Range of duration = 0.07 to 223.4, nDeath = 65, nCensor = 429 2 AGE ANOVA 2.58911537732798e-08 Range of values = 26 to 90, Mean = 57.9202, StdDev = 13.24 3 GENDER Chi-square test 0.0458783363052486 nTypes = 2 (FEMALE/MALE), nPatients = 520/6 4 HISTOLOGICAL.TYPE Chi-square test 3.41704190417718e-06 nTypes = 6 (INFILTRATING DUCTAL CARCINOMA/INFILTRATING LOBULAR CARCINOMA/MEDULLARY CARCINOMA/MIXED HISTOLOGY (PLEASE SPECIFY)/MUCINOUS CARCINOMA/OTHER SPECIFY), nPatients = 449/41/1/11/2/22 5 RADIATIONS.RADIATION.REGIMENINDICATION Chi-square test 0.802854863259504 nTypes = 2 (NO/YES), nPatients = 148/378 6 DISTANT.METASTASIS Chi-square test 0.540118239700924 nTypes = 4 (CM0 (I+)/M0/M1/MX), nPatients = 2/496/14/14 7 LYMPH.NODE.METASTASIS Chi-square test 0.106291926545556 nTypes = 14 (N0/N0 (I+)/N0 (I-)/N1/N1A/N1B/N1C/N1MI/N2/N2A/N3/N3A/N3C/NX), nPatients = 138/16/101/58/77/20/2/13/32/29/10/18/1/11 8 NUMBER.OF.LYMPH.NODES ANOVA 0.396670485123255 Range of values = 0 to 27, Mean = 1.82512, StdDev = 3.52157, nMissing = 120 9 TUMOR.STAGECODE ANOVA NA Range of values = Inf to -Inf, Mean = NaN, StdDev = NA, nMissing = 526 10 NEOPLASM.DISEASESTAGE Chi-square test 0.0312126341683865 nTypes = 11 (STAGE I/STAGE IA/STAGE IB/STAGE IIA/STAGE IIB/STAGE IIIA/STAGE IIIB/STAGE IIIC/STAGE IV/STAGE TIS/STAGE X), nPatients = 42/41/6/185/110/77/15/19/14/1/16