# Clustering Approach 3 : RPPA_CNMF Index Clinical feature name Test type P value Comment 1 Time to Death logrank test 100 Range of duration = 0.1 to 66.12, nDeath = 1, nCensor = 162 2 AGE ANOVA 0.000354583600661717 Range of values = 18 to 83, Mean = 46.6258, StdDev = 16.0812 3 GENDER Fisher's exact test 0.891658269305306 nTypes = 2 (FEMALE/MALE), nPatients = 110/53 4 HISTOLOGICAL.TYPE Chi-square test 1.62998470692189e-10 nTypes = 4 (OTHER/THYROID PAPILLARY CARCINOMA - CLASSICAL/USUAL/THYROID PAPILLARY CARCINOMA - FOLLICULAR (>= 99% FOLLICULAR PATTERNED)/THYROID PAPILLARY CARCINOMA - TALL CELL (>= 50% TALL CELL FEATURES)), nPatients = 12/84/52/15 5 RADIATIONS.RADIATION.REGIMENINDICATION Fisher's exact test 0.0117557050502534 nTypes = 2 (NO/YES), nPatients = 13/150 6 RADIATIONEXPOSURE Fisher's exact test 0.707151351956456 nTypes = 2 (NO/YES), nPatients = 137/7, nMissing = 19 7 DISTANT.METASTASIS Chi-square test 0.253714941988867 nTypes = 3 (M0/M1/MX), nPatients = 71/2/89, nMissing = 1 8 EXTRATHYROIDAL.EXTENSION Chi-square test 0.0321416359436194 nTypes = 3 (MINIMAL (T3)/MODERATE/ADVANCED (T4A)/NONE), nPatients = 33/3/119, nMissing = 8 9 LYMPH.NODE.METASTASIS Chi-square test 0.195159888409193 nTypes = 5 (N0/N1/N1A/N1B/NX), nPatients = 76/11/33/21/22 10 COMPLETENESS.OF.RESECTION Chi-square test 0.65604343335415 nTypes = 3 (R0/R1/RX), nPatients = 128/11/10, nMissing = 14 11 NUMBER.OF.LYMPH.NODES ANOVA 0.525885844206448 Range of values = 0 to 35, Mean = 2.99194, StdDev = 5.63885, nMissing = 39 12 TUMOR.STAGECODE ANOVA NA Range of values = Inf to -Inf, Mean = NaN, StdDev = NA, nMissing = 163 13 NEOPLASM.DISEASESTAGE Chi-square test 0.023322703499741 nTypes = 5 (STAGE I/STAGE II/STAGE III/STAGE IVA/STAGE IVC), nPatients = 86/27/34/13/2, nMissing = 1 14 MULTIFOCALITY Fisher's exact test 0.0126316659701234 nTypes = 2 (MULTIFOCAL/UNIFOCAL), nPatients = 76/79, nMissing = 8 15 TUMOR.SIZE ANOVA 0.672167587157082 Range of values = 0.6 to 9.6, Mean = 3.09214, StdDev = 1.5573, nMissing = 23