# Clustering Approach 1 : MRNA_CNMF Index Clinical feature name Test type P value Comment 1 Time to Death logrank test 0.4278492304559 Range of duration = 0.39 to 173.79, nDeath = 62, nCensor = 86 2 AGE ANOVA 0.961719243352201 Range of values = 39 to 84, Mean = 66.5329, StdDev = 8.58377, nMissing = 2 3 GENDER Fisher's exact test 0.330988516463387 nTypes = 2 (FEMALE/MALE), nPatients = 44/110 4 KARNOFSKY.PERFORMANCE.SCORE ANOVA 0.190834849684916 Range of values = 0 to 100, Mean = 24.2308, StdDev = 38.4888, nMissing = 128 5 HISTOLOGICAL.TYPE Chi-square test 0.319804821929308 nTypes = 3 (LUNG BASALOID SQUAMOUS CELL CARCINOMA/LUNG PAPILLARY SQUAMOUS CELL CARICNOMA/LUNG SQUAMOUS CELL CARCINOMA- NOT OTHERWISE SPECIFIED (NOS)), nPatients = 5/1/148 6 RADIATIONS.RADIATION.REGIMENINDICATION Fisher's exact test 0.549783549783482 nTypes = 2 (NO/YES), nPatients = 2/152 7 NUMBERPACKYEARSSMOKED ANOVA 0.524897853678497 Range of values = 7 to 240, Mean = 54.8346, StdDev = 36.4933, nMissing = 21 8 YEAROFTOBACCOSMOKINGONSET ANOVA 0.902797935305276 Range of values = 1933 to 1985, Mean = 1958.02, StdDev = 10.5672, nMissing = 57 9 DISTANT.METASTASIS Fisher's exact test 0.104739200232993 nTypes = 2 (M0/M1), nPatients = 146/4, nMissing = 4 10 LYMPH.NODE.METASTASIS Chi-square test 0.877245171584599 nTypes = 4 (N0/N1/N2/N3), nPatients = 96/40/13/5 11 COMPLETENESS.OF.RESECTION Chi-square test 0.545606369087179 nTypes = 4 (R0/R1/R2/RX), nPatients = 139/3/2/5, nMissing = 5 12 TUMOR.STAGECODE ANOVA NA Range of values = Inf to -Inf, Mean = NaN, StdDev = NA, nMissing = 154 13 NEOPLASM.DISEASESTAGE Chi-square test 0.0227953030868721 nTypes = 7 (STAGE IA/STAGE IB/STAGE IIA/STAGE IIB/STAGE IIIA/STAGE IIIB/STAGE IV), nPatients = 20/61/7/27/19/15/4, nMissing = 1