[1] "libdir: /xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/ClinicalAnalysisAllGenes_new/broadinstitute.org/cancer.genome.analysis/00333/58/"
[1] "terrence_modification_tag: TRUE"
[1] "op: "
[1] "dfn: /xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_RPPA_preprocess/KIRC-TP/9829967/KIRC-TP.rppa.txt"
[1] "cfn: /xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/KIRC-TP/10005959/KIRC-TP.merged_data.txt"
[1] "gv: ALL"
[1] "gfn: "
[1] "sfn: "
[1] "fv: ALL"
[1] "ofn: "
[1] "dx: "
[1] "cfn"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/KIRC-TP/10005959/KIRC-TP.merged_data.txt"
[1] "ok3"

nSamples in clinical file=515, in expression file=454, common to both=454
Number of genes in original expression dataset=166
[1] "ALL"
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "VITALSTATUS"                           
 [3] "DAYSTODEATH"                           
 [4] "DAYSTOLASTFOLLOWUP"                    
 [5] "PRIMARYSITEOFDESEASE"                  
 [6] "NEOPLASM.DISEASESTAGE"                 
 [7] "PATHOLOGY.T.STAGE"                     
 [8] "PATHOLOGY.N.STAGE"                     
 [9] "PATHOLOGY.M.STAGE"                     
[10] "DCCUPLOADDATE"                         
[11] "GENDER"                                
[12] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
[13] "DAYSTOLASTKNOWNALIVE"                  
[14] "RADIATIONTHERAPY"                      
[15] "KARNOFSKYPERFORMANCESCORE"             
[16] "HISTOLOGICALTYPE"                      
[17] "RADIATIONS.RADIATION.REGIMENINDICATION"
[18] "NUMBERPACKYEARSSMOKED"                 
[19] "YEAROFTOBACCOSMOKINGONSET"             
[20] "RACE"                                  
[21] "ETHNICITY"                             
[22] "BATCHNUMBER"                           

Input Data has 22 rows and 454 columns.

[1] "Batch" "22"   
[1] "Last Follow UP"
TCGA-A3-3306 TCGA-A3-3308 TCGA-A3-3311 TCGA-A3-3313 TCGA-A3-3316 TCGA-A3-3317 
        1120           16           NA          735         1493         1491 
TCGA-A3-3319 TCGA-A3-3320 TCGA-A3-3322 TCGA-A3-3323 TCGA-A3-3324 TCGA-A3-3326 
        1130         1508         1478         1106         1186         1137 
TCGA-A3-3329 TCGA-A3-3331 TCGA-A3-3335 TCGA-A3-3336 TCGA-A3-3346 TCGA-A3-3347 
         706         1485          665         1043           NA         1610 
TCGA-A3-3349 TCGA-A3-3351 TCGA-A3-3352 TCGA-A3-3357 TCGA-A3-3362 TCGA-A3-3363 
        1385          910           NA         2688         1559          319 
TCGA-A3-3365 TCGA-A3-3367 TCGA-A3-3370 TCGA-A3-3372 TCGA-A3-3373 TCGA-A3-3374 
         873         2270         2274          735         1621         1314 
TCGA-A3-3376 TCGA-A3-3378 TCGA-A3-3380 TCGA-A3-3382 TCGA-A3-3383 TCGA-A3-3385 
        1070          630          567          574          861         1993 
TCGA-A3-3387 TCGA-AK-3427 TCGA-AK-3428 TCGA-AK-3434 TCGA-AK-3436 TCGA-AK-3444 
         617         2566         2223         2087         2044         1471 
TCGA-AK-3451 TCGA-AK-3456 TCGA-B0-4688 TCGA-B0-4690 TCGA-B0-4691 TCGA-B0-4693 
        1481         1143           NA           NA           NA           NA 
TCGA-B0-4694 TCGA-B0-4696 TCGA-B0-4697 TCGA-B0-4698 TCGA-B0-4699 TCGA-B0-4700 
          NA           NA           NA           NA          110           NA 
TCGA-B0-4701 TCGA-B0-4703 TCGA-B0-4706 TCGA-B0-4707 TCGA-B0-4710 TCGA-B0-4712 
          NA           NA           26           NA           96           NA 
TCGA-B0-4713 TCGA-B0-4714 TCGA-B0-4718 TCGA-B0-4810 TCGA-B0-4811 TCGA-B0-4813 
          NA           NA          616           NA           NA           18 
TCGA-B0-4814 TCGA-B0-4815 TCGA-B0-4816 TCGA-B0-4817 TCGA-B0-4818 TCGA-B0-4819 
          NA           NA           NA           NA           NA          183 
TCGA-B0-4821 TCGA-B0-4822 TCGA-B0-4823 TCGA-B0-4824 TCGA-B0-4827 TCGA-B0-4828 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-4833 TCGA-B0-4834 TCGA-B0-4836 TCGA-B0-4837 TCGA-B0-4838 TCGA-B0-4839 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-4841 TCGA-B0-4842 TCGA-B0-4843 TCGA-B0-4844 TCGA-B0-4845 TCGA-B0-4846 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-4847 TCGA-B0-4848 TCGA-B0-4849 TCGA-B0-4852 TCGA-B0-4945 TCGA-B0-5075 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-5077 TCGA-B0-5080 TCGA-B0-5081 TCGA-B0-5084 TCGA-B0-5085 TCGA-B0-5088 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-5092 TCGA-B0-5094 TCGA-B0-5095 TCGA-B0-5096 TCGA-B0-5097 TCGA-B0-5098 
          NA           NA           NA           NA          665           NA 
TCGA-B0-5099 TCGA-B0-5100 TCGA-B0-5102 TCGA-B0-5104 TCGA-B0-5106 TCGA-B0-5107 
          NA           NA           NA           NA           NA           NA 
TCGA-B0-5108 TCGA-B0-5109 TCGA-B0-5110 TCGA-B0-5113 TCGA-B0-5115 TCGA-B0-5116 
         911           NA         1092          359          797          657 
TCGA-B0-5117 TCGA-B0-5119 TCGA-B0-5120 TCGA-B0-5121 TCGA-B0-5399 TCGA-B0-5400 
         535           59          493          554          652         1132 
TCGA-B0-5402 TCGA-B0-5690 TCGA-B0-5691 TCGA-B0-5692 TCGA-B0-5693 TCGA-B0-5694 
         449         2408         3431         1487         3076           NA 
TCGA-B0-5695 TCGA-B0-5696 TCGA-B0-5697 TCGA-B0-5698 TCGA-B0-5699 TCGA-B0-5700 
        1420         1727         1835         2583         2741         1082 
TCGA-B0-5701 TCGA-B0-5702 TCGA-B0-5703 TCGA-B0-5705 TCGA-B0-5706 TCGA-B0-5707 
        1732         1605         1203         3668         2414         2828 
TCGA-B0-5709 TCGA-B0-5710 TCGA-B0-5711 TCGA-B0-5712 TCGA-B0-5713 TCGA-B0-5812 
        3117         1459         2931         2722         1865         2963 
TCGA-B2-3923 TCGA-B2-3924 TCGA-B2-4098 TCGA-B2-4099 TCGA-B2-4101 TCGA-B2-4102 
         992         1092           51          374          648          952 
TCGA-B2-5633 TCGA-B2-5635 TCGA-B2-5636 TCGA-B2-5639 TCGA-B2-5641 TCGA-B4-5377 
         358          315          919          417          656          291 
TCGA-B4-5378 TCGA-B4-5832 TCGA-B4-5834 TCGA-B4-5835 TCGA-B4-5836 TCGA-B4-5838 
         175            7           38           16          141          166 
TCGA-B4-5843 TCGA-B4-5844 TCGA-B8-4143 TCGA-B8-4146 TCGA-B8-4153 TCGA-B8-4620 
          11            7           NA          511          762          777 
TCGA-B8-4621 TCGA-B8-4622 TCGA-B8-5158 TCGA-B8-5159 TCGA-B8-5162 TCGA-B8-5163 
         788          700          636          722           36          822 
TCGA-B8-5164 TCGA-B8-5165 TCGA-B8-5545 TCGA-B8-5546 TCGA-B8-5549 TCGA-B8-5550 
          26          737          522          505          194          434 
TCGA-B8-5551 TCGA-B8-5552 TCGA-B8-5553 TCGA-BP-4158 TCGA-BP-4161 TCGA-BP-4164 
          15         1046          435         3377         2746           NA 
TCGA-BP-4165 TCGA-BP-4169 TCGA-BP-4170 TCGA-BP-4173 TCGA-BP-4174 TCGA-BP-4325 
        3037          701           NA         1893         1879         2964 
TCGA-BP-4326 TCGA-BP-4327 TCGA-BP-4329 TCGA-BP-4330 TCGA-BP-4331 TCGA-BP-4332 
        1625           NA          845         1888           NA         1133 
TCGA-BP-4334 TCGA-BP-4335 TCGA-BP-4337 TCGA-BP-4338 TCGA-BP-4341 TCGA-BP-4342 
         645          461           NA         2859           NA           NA 
TCGA-BP-4343 TCGA-BP-4344 TCGA-BP-4345 TCGA-BP-4346 TCGA-BP-4347 TCGA-BP-4349 
          NA         1666         1516           NA         1367          372 
TCGA-BP-4351 TCGA-BP-4352 TCGA-BP-4353 TCGA-BP-4354 TCGA-BP-4355 TCGA-BP-4756 
         970           NA           NA           NA           NA          374 
TCGA-BP-4758 TCGA-BP-4759 TCGA-BP-4760 TCGA-BP-4761 TCGA-BP-4762 TCGA-BP-4763 
        2208         2372         2361          182           NA           NA 
TCGA-BP-4765 TCGA-BP-4766 TCGA-BP-4768 TCGA-BP-4769 TCGA-BP-4770 TCGA-BP-4771 
        2184         1462          400         1876           NA           NA 
TCGA-BP-4774 TCGA-BP-4775 TCGA-BP-4776 TCGA-BP-4777 TCGA-BP-4781 TCGA-BP-4784 
        1885         1843          411         1731         2080         1854 
TCGA-BP-4787 TCGA-BP-4789 TCGA-BP-4790 TCGA-BP-4797 TCGA-BP-4798 TCGA-BP-4799 
          NA         1489           NA         1107           NA           NA 
TCGA-BP-4801 TCGA-BP-4803 TCGA-BP-4804 TCGA-BP-4807 TCGA-BP-4959 TCGA-BP-4960 
        1124          204         1459          211         2660         2172 
TCGA-BP-4961 TCGA-BP-4962 TCGA-BP-4963 TCGA-BP-4964 TCGA-BP-4965 TCGA-BP-4967 
        1935         1785         1834         1862         1871          205 
TCGA-BP-4968 TCGA-BP-4969 TCGA-BP-4970 TCGA-BP-4971 TCGA-BP-4972 TCGA-BP-4973 
        1746         1794          433         1487         1502         1384 
TCGA-BP-4974 TCGA-BP-4975 TCGA-BP-4976 TCGA-BP-4977 TCGA-BP-4981 TCGA-BP-4982 
          NA         1433         1632          454           NA         1014 
TCGA-BP-4983 TCGA-BP-4985 TCGA-BP-4986 TCGA-BP-4987 TCGA-BP-4988 TCGA-BP-4989 
        1413           NA          785         1124           NA          118 
TCGA-BP-4991 TCGA-BP-4992 TCGA-BP-4993 TCGA-BP-4994 TCGA-BP-4995 TCGA-BP-4998 
        1413          501          177         1308         1371          932 
TCGA-BP-4999 TCGA-BP-5000 TCGA-BP-5001 TCGA-BP-5004 TCGA-BP-5006 TCGA-BP-5007 
        1266          563         1177         1126          840         1140 
TCGA-BP-5008 TCGA-BP-5009 TCGA-BP-5010 TCGA-BP-5168 TCGA-BP-5169 TCGA-BP-5170 
        1071           NA           NA           NA          193         2412 
TCGA-BP-5173 TCGA-BP-5174 TCGA-BP-5175 TCGA-BP-5176 TCGA-BP-5177 TCGA-BP-5178 
          NA         2257          932           NA          293           NA 
TCGA-BP-5180 TCGA-BP-5181 TCGA-BP-5182 TCGA-BP-5183 TCGA-BP-5184 TCGA-BP-5185 
        2263         1495         1165         1291         1133         1132 
TCGA-BP-5186 TCGA-BP-5187 TCGA-BP-5189 TCGA-BP-5190 TCGA-BP-5191 TCGA-BP-5192 
         693          406          822         1011          967          714 
TCGA-BP-5194 TCGA-BP-5195 TCGA-BP-5196 TCGA-BP-5198 TCGA-BP-5199 TCGA-BP-5200 
         408          749         1018          603         1355         1063 
TCGA-BP-5201 TCGA-BP-5202 TCGA-CJ-4634 TCGA-CJ-4635 TCGA-CJ-4638 TCGA-CJ-4640 
         951           29         1820         1416           NA         1998 
TCGA-CJ-4642 TCGA-CJ-4868 TCGA-CJ-4869 TCGA-CJ-4870 TCGA-CJ-4871 TCGA-CJ-4872 
        1628          646         2554         1498         2423         1435 
TCGA-CJ-4873 TCGA-CJ-4874 TCGA-CJ-4875 TCGA-CJ-4876 TCGA-CJ-4878 TCGA-CJ-4881 
        2259         2283         2353         1955         2186         2014 
TCGA-CJ-4882 TCGA-CJ-4884 TCGA-CJ-4885 TCGA-CJ-4886 TCGA-CJ-4887 TCGA-CJ-4888 
        1883         1759         2125         1952           NA           NA 
TCGA-CJ-4889 TCGA-CJ-4890 TCGA-CJ-4891 TCGA-CJ-4892 TCGA-CJ-4893 TCGA-CJ-4894 
        1946         2085           NA         1521          750          841 
TCGA-CJ-4895 TCGA-CJ-4897 TCGA-CJ-4899 TCGA-CJ-4900 TCGA-CJ-4901 TCGA-CJ-4902 
          NA         1808         1528           NA         1450         1520 
TCGA-CJ-4903 TCGA-CJ-4904 TCGA-CJ-4905 TCGA-CJ-4907 TCGA-CJ-4908 TCGA-CJ-4912 
        1560         1792         1496         1499         1531         1657 
TCGA-CJ-4913 TCGA-CJ-4916 TCGA-CJ-4918 TCGA-CJ-4920 TCGA-CJ-4923 TCGA-CJ-5671 
          NA         1373           NA           NA           NA         1943 
TCGA-CJ-5672 TCGA-CJ-5675 TCGA-CJ-5676 TCGA-CJ-5677 TCGA-CJ-5678 TCGA-CJ-5679 
          NA         2430         2575           NA           NA           NA 
TCGA-CJ-5680 TCGA-CJ-5681 TCGA-CJ-5682 TCGA-CJ-5683 TCGA-CJ-5684 TCGA-CJ-5686 
          NA          552         1883         1889         2231         2038 
TCGA-CJ-5689 TCGA-CJ-6027 TCGA-CJ-6028 TCGA-CJ-6030 TCGA-CJ-6031 TCGA-CJ-6032 
          NA         1855           NA           NA         1906         2548 
TCGA-CJ-6033 TCGA-CW-5580 TCGA-CW-5581 TCGA-CW-5583 TCGA-CW-5584 TCGA-CW-5585 
          NA           NA         2799         2489           NA         2609 
TCGA-CW-5587 TCGA-CW-5588 TCGA-CW-5589 TCGA-CW-5590 TCGA-CW-5591 TCGA-CW-6087 
        2226         2017         2378           NA         2271           NA 
TCGA-CW-6088 TCGA-CW-6090 TCGA-CW-6093 TCGA-CW-6096 TCGA-CW-6097 TCGA-CZ-4853 
        3222         2552         3146         2701           NA          774 
TCGA-CZ-4854 TCGA-CZ-4856 TCGA-CZ-4857 TCGA-CZ-4858 TCGA-CZ-4859 TCGA-CZ-4860 
        1404           18           NA         1943         1787           NA 
TCGA-CZ-4861 TCGA-CZ-4862 TCGA-CZ-4863 TCGA-CZ-4864 TCGA-CZ-4865 TCGA-CZ-4866 
          NA         1843         1928         2830           NA         1868 
TCGA-CZ-5451 TCGA-CZ-5452 TCGA-CZ-5453 TCGA-CZ-5454 TCGA-CZ-5455 TCGA-CZ-5456 
        1929         1789           25           NA           NA         1712 
TCGA-CZ-5457 TCGA-CZ-5458 TCGA-CZ-5459 TCGA-CZ-5460 TCGA-CZ-5461 TCGA-CZ-5462 
        1683         1732         1683         1430          330           NA 
TCGA-CZ-5463 TCGA-CZ-5464 TCGA-CZ-5465 TCGA-CZ-5466 TCGA-CZ-5467 TCGA-CZ-5468 
         662         1740         1446          685           NA           59 
TCGA-CZ-5469 TCGA-CZ-5470 TCGA-CZ-5982 TCGA-CZ-5984 TCGA-CZ-5985 TCGA-CZ-5986 
         946          386         2439         2067         1997          373 
TCGA-CZ-5987 TCGA-CZ-5988 TCGA-CZ-5989 TCGA-DV-5565 TCGA-DV-5566 TCGA-DV-5567 
         435          693         1905         1329         1398         1470 
TCGA-DV-5568 TCGA-DV-5569 TCGA-DV-5573 TCGA-DV-5574 TCGA-DV-5575 TCGA-DV-5576 
         370          355         1130          723         1729           NA 
TCGA-EU-5904 TCGA-EU-5905 TCGA-EU-5906 TCGA-EU-5907 
         551          119          206          127 
Variable 1:'AGE':	nDistinctValues=58,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 3:'DAYSTODEATH':	nDistinctValues=151,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'DAYSTOLASTFOLLOWUP':	nDistinctValues=296,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 5:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'NEOPLASM.DISEASESTAGE':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'PATHOLOGY.T.STAGE':	nDistinctValues=11,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'PATHOLOGY.N.STAGE':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'PATHOLOGY.M.STAGE':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'DCCUPLOADDAY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 11:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=12,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 13:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=51,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 14:'RADIATION.THERAPY':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 15:'KARNOFSKY.PERFORMANCE.SCORE':	nDistinctValues=4,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 16:'HISTOLOGICAL.TYPE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 17:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 18:'NUMBERPACKYEARSSMOKED':	nDistinctValues=2,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 19:'YEAROFTOBACCOSMOKINGONSET':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 20:'RACE':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 21:'ETHNICITY':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 22:'BATCH.NUMBER':	nDistinctValues=11,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                         "NEOPLASM.DISEASESTAGE"      
[3] "PATHOLOGY.T.STAGE"           "PATHOLOGY.N.STAGE"          
[5] "PATHOLOGY.M.STAGE"           "GENDER"                     
[7] "KARNOFSKY.PERFORMANCE.SCORE" "RACE"                       
[9] "ETHNICITY"                  
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T" "3"          
[1] "PATHOLOGY.N" "4"          
Output Data has 454 columns, 1 survival variables, and 9 non-survival variables.
                              D                 
            "D" "Time to Death"         "Month" 
AGE, nv=58, binary=FALSE, numeric=TRUE
NEOPLASM.DISEASESTAGE, nv=4, binary=FALSE, numeric=FALSE
PATHOLOGY.T.STAGE, nv=4, binary=FALSE, numeric=TRUE
[1] "PATHOLOGY.T.STAGE"
[1] "num to class table"
vv1
  1   2   3   4 
224  54 165  11 
PATHOLOGY.N.STAGE, nv=2, binary=FALSE, numeric=TRUE
PATHOLOGY.M.STAGE, nv=2, binary=FALSE, numeric=FALSE
GENDER, nv=2, binary=FALSE, numeric=FALSE
KARNOFSKY.PERFORMANCE.SCORE, nv=4, binary=FALSE, numeric=TRUE
[1] "KARNOFSKY.PERFORMANCE.SCORE"
[1] "num to class table"
vv1
 70  80  90 100 
  1   3  13  17 
RACE, nv=3, binary=FALSE, numeric=FALSE
ETHNICITY, nv=2, binary=FALSE, numeric=FALSE
[1] "saved param, results, example.expr in analysis.result.Rdata "
