The clinical information for each TCGA tumor sample is stored in a xml file. Patient ID, tumor and treatment info are entries of the xml file. These xml files have been preprocessed for further analysis.
Clinical data for tier 1 clinical variables are generated.
Table 1. Tier1 clinical variables
| Tumor.Feature | Date.Statistics |
|---|---|
| gender | dccuploaddate |
| primarysiteofdesease | dateofbirth |
| histologicaltype | dateofdeath |
| tumorstage | dateoflastfollowup |
| tumorgrade | dateoftumorrecurrence |
| patienttumorrecurrencestatus | dateofinitialpathologicdiagnosis |
| radiationtherapy | datelastknownalive |
| neoadjuvanttherapy | vitalstatus |
| pathologicspread(pt) | |
| pathologicspread(pn) | |
| karnofskyperformancescore |
Table 2. Statistics of selected clinical variables.
| Clinical.Variable | Statistics |
|---|---|
| age | mean: 62, std: 13 |
| vitalstatus | 6867 living, 3191 deceased |
| gender | 3786 male, 6262 female |
| histologicaltype | 774 colon adenocarcinoma, 119 colon mucinous adenocarcinoma, 46 untreated primary (de novo) gbm, 4 treated primary gbm, 712 head & neck squamous cell carcinoma, 1018 kidney clear cell renal carcinoma, 482 lung adenocarcinoma- not otherwise specified (nos), 155 lung adenocarcinoma mixed subtype, 26 lung papillary adenocarcinoma, 6 lung mucinous adenocarcinoma, 15 mucinous (colloid) adenocarcinoma, 4 lung clear cell adenocarcinoma, 20 lung acinar adenocarcinoma, 32 lung bronchioloalveolar carcinoma nonmucinous, 6 lung bronchioloalveolar carcinoma mucinous, 4 lung solid pattern predominant adenocarcinoma, 6 lung micropapillary adenocarcinoma, 672 lung squamous cell carcinoma- not otherwise specified (nos), 16 lung basaloid squamous cell carcinoma, 2 lung small cell squamous cell carcinoma, 2 lung papillary squamous cell caricnoma, 2 lung papillary squamous cell carcinoma, 1148 serous cystadenocarcinoma, 299 rectal adenocarcinoma, 27 rectal mucinous adenocarcinoma, 161 serous endometrial adenocarcinoma, 724 endometrioid endometrial adenocarcinoma, 36 mixed serous and endometrioid |
| patienttumorrecurrencestatus | 10058 without recurrence |
| tumorgrade | 511 grade 3, 214 grade 2, 180 grade 1, 16 high grade |
| tumorstage | 449 stage iia, 210 stage iiib, 261 stage iib, 95 stage iiic, 324 stage iv, 752 stage i, 393 stage iva, 9 stage iic, 323 stage ii, 410 stage iii, 245 stage iiia, 14 stage ivb, 303 stage ia, 451 stage ib, 813 iiic, 6 ib, 48 iiib, 173 iv, 40 iic, 6 ia, 16 iiia, 20 ic, 8 iib, 6 iia |
| pathologicspread(pt) | 1139 t3, 20 t4b, 150 t4, 1102 t2, 281 t4a, 351 t1, 2 t0, 2 tis, 70 tx, 323 t1b, 104 t3b, 336 t1a, 193 t2a, 242 t3a, 4 t3c, 67 t2b |
| pathologicspread(pn) | 2319 n0, 678 n1, 356 n2, 35 n1b, 160 n2b, 22 n2a, 36 n1a, 6 n1c, 677 nx, 73 n2c, 22 n3 |
Table 3. Get Full Table Illustration of the tier 1 data for three patients
| Clinical.Variable | Sample_1 | Sample_2 | Sample_3 |
|---|---|---|---|
| yearstobirth | 73 | 73 | 57 |
| daystodeath | NA | NA | 223 |
| daystolastfollowup | 389 | 389 | NA |
| vitalstatus | 0 | 0 | 1 |
| dccuploaddate | 1-3-2013 | 1-3-2013 | 1-3-2013 |
1. Each xml file is converted to a tab-delimited text file by our R package.
2. All text files are aggregated into one big table by the Clinical_Aggregate_Tier1 pipeline. The 1st column of the table is the entry name of the xml file and the rest columns are the associated data for samples.
3. Data for the tier 1 clinical variables are extracted by the Clinical_Picker_Tier1 pipeline.
Figure 1. Diagram that displays the work flow of processing clinical data. Clinical variables of interest and their associated values are marked in red and blue, respectively.
