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                                  • SCGB3A1
                                  PATHOLOGY LUNG CANCER Show tissue menu
                                  BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
                                  MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
                                  LUAD LUSC
                                  Dictionary
                                  Lung cancer
                                  Human pathology
                                  Lung cancer
                                  LUNG CANCER - Interactive survival scatter ploti

                                  The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

                                  The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

                                  Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

                                  Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

                                  & Survival analysisi

                                  Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

                                  SCGB3A1 is not prognostic in lung cancer


                                  Stage:


                                  0 2 4 6 81012141618Time after diagnosis (years)0.05.0k10k15k20k25k30k35k40kExpression level (FPKM)Dead (n=394)Alive (n=600)14Density dead14Density alive1.3Density dead under cut off1.9Density dead over cut off0.20.40.60.8P score0.60.50.40.30.2Medain separation0.1P scoreDead median separationCut off
                                  0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516171819Time (years)Low expression (n=585)High expression (n=409)
                                  Survival analysis
                                  Current cut offi

                                  Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

                                  :
                                  Best expression cut offi

                                  Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

                                  When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

                                  : 25.83
                                  Median expressioni

                                  Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

                                  : 13.98
                                  Median follow up timei

                                  Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

                                  : 1.8
                                  P scorei

                                  Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

                                  0.020
                                  5-year survival highi

                                  5-year survival for patients with higher expression than the expression cutoff.

                                  For melanoma and glioma, 3-year survival is shown.

                                  47%
                                  5-year survival lowi

                                  5-year survival for patients with lower expression than the expression cutoff.

                                  For melanoma and glioma, 3-year survival is shown.

                                  44%
                                  TCGA RNA samplesi

                                  RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

                                  Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

                                  Average FPKM 288.1
                                  Number of samples 994
                                  Samples
                                  Sample Description FPKM
                                  TCGA-91-8496-01A 63 years, female, white, stage:ib, alive, 505 days 42162.4
                                  TCGA-91-A4BD-01A 78 years, male, white, stage:iia, alive, 603 days 33639.4
                                  TCGA-55-6543-01A female, white, stage:ia, alive, 435 days 20371.6
                                  TCGA-78-8655-01A 77 years, female, stage:ia, alive, 2360 days 11948.2
                                  TCGA-44-2657-01A 74 years, female, white, stage:ib, alive, 1351 days 11000.2
                                  TCGA-78-7163-01A 60 years, male, white, stage:ib, alive, 7248 days 8696.3
                                  TCGA-50-5942-01A 67 years, female, white, stage:ia, alive, 1847 days 8557.2
                                  TCGA-J2-A4AE-01A 77 years, female, white, stage:ia, alive, 1079 days 7174.4
                                  TCGA-44-5645-01A 61 years, female, black or african american, stage:ia, alive, 852 days 6722.4
                                  TCGA-75-7025-01A male, stage:ib, alive, 3305 days 5319.9
                                  TCGA-75-6212-01A female, stage:iib, dead, 1516 days 4094.6
                                  TCGA-86-A4JF-01A 56 years, male, white, stage:iib, dead, 737 days 3782.6
                                  TCGA-97-8552-01A 55 years, female, white, stage:i, alive, 626 days 3366.6
                                  TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:iiia, alive, 617 days 3320.9
                                  TCGA-55-8514-01A 70 years, female, black or african american, stage:ib, alive, 520 days 3236.3
                                  TCGA-73-7499-01A 81 years, female, white, stage:ib, dead, 1531 days 3141.1
                                  TCGA-86-8668-01A 61 years, female, white, stage:ia, alive, 423 days 3013.5
                                  TCGA-49-AAR0-01A 57 years, male, black or african american, stage:ia, alive, 4765 days 2997.6
                                  TCGA-78-7537-01A 72 years, male, stage:ib, dead, 1622 days 2690.6
                                  TCGA-05-4425-01A 70 years, female, stage:iv, alive, 669 days 2605.8
                                  TCGA-44-6148-01A 60 years, male, white, stage:ia, alive, 704 days 2597.5
                                  TCGA-NJ-A55A-01A 76 years, female, white, stage:ib, alive, 15 days 2527.1
                                  TCGA-97-8177-01A 59 years, female, white, stage:ib, alive, 499 days 2477.4
                                  TCGA-71-6725-01A 48 years, female, asian, stage:ib, alive, 256 days 2393.4
                                  TCGA-55-8506-01A 62 years, female, white, stage:iib, alive, 11 days 2349.3
                                  TCGA-67-3770-01A 70 years, female, white, stage:ia, alive, 610 days 2290.3
                                  TCGA-50-8457-01A 63 years, female, black or african american, stage:ia, alive, 1125 days 1811.5
                                  TCGA-49-AARR-01A 68 years, male, black or african american, stage:ia, alive, 4992 days 1731.7
                                  TCGA-MP-A4SW-01A 53 years, male, white, stage:iib, dead, 1778 days 1730.8
                                  TCGA-67-3773-01A 84 years, female, white, stage:ib, alive, 427 days 1709.8
                                  TCGA-97-A4M1-01A 52 years, female, white, stage:ia, alive, 601 days 1703.2
                                  TCGA-78-7147-01A 67 years, female, white, stage:iib, dead, 586 days 1642.1
                                  TCGA-67-4679-01B 69 years, male, white, alive, 448 days 1431.9
                                  TCGA-49-4494-01A 77 years, male, white, stage:iiia, dead, 1081 days 1309.1
                                  TCGA-44-7659-01A 70 years, male, white, stage:ia, alive, 691 days 1185.9
                                  TCGA-67-3772-01A 82 years, female, white, stage:ib, alive, 573 days 1179.6
                                  TCGA-50-5944-01A 69 years, female, white, stage:ia, alive, 1750 days 1079.6
                                  TCGA-56-8623-01A 71 years, male, white, stage:ib, dead, 692 days 1076.6
                                  TCGA-55-A48X-01A 63 years, female, white, stage:iia, alive, 689 days 1010.0
                                  TCGA-97-A4M2-01A 66 years, male, white, stage:ia, alive, 624 days 965.1
                                  TCGA-L9-A743-01A 56 years, male, black or african american, stage:iia, alive, 664 days 860.5
                                  TCGA-39-5028-01A 75 years, male, white, stage:iiia, dead, 52 days 856.5
                                  TCGA-55-8087-01A 59 years, female, white, stage:ib, alive, 462 days 817.5
                                  TCGA-55-8512-01A 41 years, male, white, stage:iv, dead, 607 days 816.2
                                  TCGA-86-8280-01A 54 years, female, white, stage:iia, alive, 701 days 798.2
                                  TCGA-55-6985-01A 58 years, female, white, stage:ib, alive, 1233 days 779.7
                                  TCGA-55-A492-01A 70 years, female, white, stage:ia, alive, 596 days 771.6
                                  TCGA-55-8091-01A 75 years, male, white, stage:ib, alive, 600 days 728.4
                                  TCGA-91-8497-01A 75 years, female, white, stage:ia, dead, 434 days 701.4
                                  TCGA-67-6217-01A 73 years, female, white, stage:iia, alive, 422 days 692.0
                                  TCGA-21-5784-01A 80 years, female, white, stage:ib, alive, 1268 days 657.8
                                  TCGA-97-A4M7-01A 74 years, male, white, stage:ia, alive, 629 days 649.5
                                  TCGA-93-7348-01A 75 years, female, white, stage:ia, alive, 531 days 636.6
                                  TCGA-MP-A4T6-01A 76 years, female, white, stage:iiia, dead, 1790 days 614.8
                                  TCGA-86-7714-01A 61 years, female, black or african american, stage:iiia, dead, 625 days 603.0
                                  TCGA-44-A4SU-01A 68 years, female, white, stage:ia, dead, 409 days 584.6
                                  TCGA-98-A53H-01A 76 years, female, white, stage:ia, alive, 618 days 580.3
                                  TCGA-86-8671-01A 72 years, female, white, stage:iib, alive, 839 days 569.6
                                  TCGA-55-8616-01A 58 years, female, white, stage:ib, alive, 48 days 561.7
                                  TCGA-44-6776-01A 60 years, female, white, stage:ia, alive, 2616 days 558.5
                                  TCGA-44-3919-01A 71 years, female, white, stage:ia, dead, 1026 days 556.4
                                  TCGA-97-7938-01A 76 years, female, white, stage:ia, dead, 18 days 529.7
                                  TCGA-85-8049-01A 57 years, male, white, stage:ib, alive, 579 days 518.9
                                  TCGA-55-A4DG-01A 71 years, male, white, stage:ia, alive, 608 days 518.6
                                  TCGA-05-4430-01A 59 years, female, stage:ib, alive, 761 days 500.6
                                  TCGA-97-A4M5-01A 84 years, male, white, stage:ia, alive, 634 days 487.5
                                  TCGA-99-7458-01A 74 years, female, white, stage:iiia, alive, 747 days 486.6
                                  TCGA-49-6744-01A 64 years, female, white, stage:iia, alive, 1683 days 485.0
                                  TCGA-97-7547-01A 67 years, female, white, stage:ib, alive, 1965 days 475.0
                                  TCGA-55-8097-01A 60 years, female, white, stage:ia, alive, 476 days 469.6
                                  TCGA-44-2661-01A 69 years, female, white, stage:ia, alive, 1159 days 464.9
                                  TCGA-49-4490-01A 45 years, female, white, stage:iiia, dead, 385 days 463.3
                                  TCGA-55-8513-01A 77 years, female, white, stage:iib, alive, 791 days 456.6
                                  TCGA-50-5045-01A 57 years, female, black or african american, dead, 2174 days 455.3
                                  TCGA-38-4628-01A 65 years, female, white, stage:iib, dead, 1492 days 438.0
                                  TCGA-49-4510-01A 51 years, female, black or african american, stage:iib, dead, 896 days 436.0
                                  TCGA-55-7725-01A 68 years, female, white, stage:ia, alive, 442 days 432.0
                                  TCGA-44-6775-01A 72 years, female, white, stage:ib, alive, 705 days 412.9
                                  TCGA-55-8204-01A 87 years, female, white, stage:ib, alive, 515 days 383.6
                                  TCGA-MP-A4TK-01A 56 years, female, stage:iib, dead, 582 days 379.8
                                  TCGA-50-5055-01A 79 years, female, white, stage:iia, dead, 1830 days 368.5
                                  TCGA-86-A4P8-01A 59 years, female, white, stage:iiia, alive, 805 days 356.8
                                  TCGA-49-AARN-01A 56 years, female, black or african american, stage:ia, dead, 1135 days 353.7
                                  TCGA-56-7731-01A 66 years, female, white, stage:ib, dead, 3 days 349.9
                                  TCGA-05-4396-01A 76 years, male, stage:iiib, dead, 303 days 349.5
                                  TCGA-73-4659-01A 66 years, male, white, stage:iiia, dead, 711 days 345.1
                                  TCGA-38-A44F-01A 80 years, male, white, stage:ib, alive, 133 days 344.7
                                  TCGA-55-6983-01A male, white, stage:iib, alive, 2823 days 340.9
                                  TCGA-49-4501-01A 67 years, female, white, stage:ib, dead, 1421 days 337.3
                                  TCGA-77-8131-01A 72 years, male, stage:ib, dead, 383 days 337.1
                                  TCGA-05-5423-01A 65 years, male, stage:iib, alive, 151 days 336.0
                                  TCGA-99-AA5R-01A 70 years, female, black or african american, stage:ia, alive, 658 days 328.9
                                  TCGA-85-7697-01A 49 years, male, white, stage:iib, alive, 1063 days 323.7
                                  TCGA-NJ-A55R-01A 67 years, male, white, stage:ia, alive, 603 days 313.8
                                  TCGA-22-1000-01A 76 years, male, white, stage:ib, dead, 454 days 313.3
                                  TCGA-95-A4VK-01A 74 years, female, white, stage:iiia, alive, 651 days 310.5
                                  TCGA-44-2659-01A 65 years, female, white, stage:iib, alive, 1367 days 304.1
                                  TCGA-38-7271-01A 72 years, female, white, stage:ia, dead, 800 days 296.0
                                  TCGA-78-8648-01A 58 years, female, stage:iib, dead, 1209 days 291.7
                                  TCGA-34-5234-01A 71 years, female, white, stage:ia, alive, 2271 days 289.9
                                  TCGA-44-A47G-01A 73 years, female, white, stage:ia, alive, 351 days 287.8
                                  TCGA-86-8074-01A 62 years, female, white, stage:iia, alive, 24 days 275.2
                                  TCGA-22-5491-01A 74 years, male, white, stage:ia, dead, 1713 days 273.4
                                  TCGA-50-5044-01A 72 years, female, white, stage:iiib, dead, 624 days 267.5
                                  TCGA-55-8621-01A 75 years, female, white, stage:ia, alive, 515 days 266.6
                                  TCGA-86-7954-01A 68 years, female, white, stage:ib, alive, 605 days 266.0
                                  TCGA-56-8624-01A 84 years, male, white, stage:iib, alive, 420 days 264.8
                                  TCGA-60-2720-01A 60 years, female, white, stage:ib, alive, 97 days 263.5
                                  TCGA-55-8207-01A 73 years, male, white, stage:ib, alive, 977 days 263.4
                                  TCGA-97-7553-01A 58 years, female, white, stage:ia, alive, 1870 days 257.0
                                  TCGA-05-4434-01A 67 years, female, stage:iv, dead, 457 days 255.5
                                  TCGA-97-8176-01A 63 years, male, white, stage:iiia, dead, 468 days 254.6
                                  TCGA-67-3774-01A 73 years, female, white, stage:ib, alive, 385 days 240.6
                                  TCGA-86-6851-01A 73 years, female, white, stage:iia, alive, 179 days 240.1
                                  TCGA-55-7573-01A 72 years, female, white, stage:ia, alive, 487 days 239.5
                                  TCGA-49-AAQV-01A 64 years, female, black or african american, stage:ii, dead, 677 days 238.9
                                  TCGA-68-8250-01A 66 years, male, black or african american, stage:ia, alive, 244 days 234.6
                                  TCGA-39-5031-01A 77 years, female, stage:ia, dead, 1841 days 234.2
                                  TCGA-95-7562-01A 71 years, male, black or african american, stage:iia, dead, 87 days 232.0
                                  TCGA-55-6987-01A 77 years, male, white, stage:ia, alive, 2137 days 231.1
                                  TCGA-66-2777-01A 71 years, male, stage:ib, alive, 61 days 228.4
                                  TCGA-49-AARO-01A 39 years, female, black or african american, stage:ia, alive, 3759 days 228.2
                                  TCGA-44-2655-01A 65 years, female, white, stage:ia, alive, 1324 days 225.2
                                  TCGA-J2-A4AD-01A 61 years, female, white, stage:ia, dead, 550 days 224.8
                                  TCGA-86-A456-01A 78 years, female, asian, stage:ia, alive, 896 days 218.8
                                  TCGA-MP-A4TH-01A 70 years, female, white, stage:ia, alive, 741 days 215.8
                                  TCGA-64-5778-01A 60 years, male, white, stage:ib, alive, 1305 days 211.5
                                  TCGA-64-1681-01A 61 years, female, white, stage:ia, dead, 1167 days 210.2
                                  TCGA-60-2725-01A 74 years, male, white, stage:ib, alive, 816 days 209.5
                                  TCGA-97-7552-01A 70 years, male, white, stage:ib, alive, 1932 days 209.1
                                  TCGA-22-4605-01A 78 years, female, stage:ib, dead, 974 days 206.4
                                  TCGA-L9-A443-01A 63 years, female, white, stage:ia, dead, 193 days 205.1
                                  TCGA-J2-8192-01A 65 years, female, white, stage:iia, alive, 739 days 204.3
                                  TCGA-95-7043-01A 63 years, female, white, stage:ia, dead, 503 days 203.9
                                  TCGA-93-A4JO-01A 70 years, male, white, stage:ia, dead, 33 days 203.6
                                  TCGA-62-A470-01A 84 years, male, white, stage:ib, dead, 1194 days 202.7
                                  TCGA-55-8614-01A 76 years, male, white, stage:ib, alive, 536 days 202.1
                                  TCGA-78-7143-01A 62 years, female, white, stage:ib, dead, 4961 days 201.8
                                  TCGA-86-8076-01A 42 years, male, white, stage:ia, alive, 993 days 200.2
                                  TCGA-50-5941-01A 55 years, female, white, stage:iiia, alive, 1474 days 198.1
                                  TCGA-62-A46Y-01A 70 years, female, white, stage:iiia, dead, 414 days 194.9
                                  TCGA-50-5068-01A 59 years, female, white, stage:iib, dead, 1499 days 193.5
                                  TCGA-60-2715-01A 52 years, male, white, stage:ia, dead, 1075 days 192.9
                                  TCGA-66-2771-01A 60 years, male, stage:iib, alive, 578 days 192.3
                                  TCGA-MN-A4N4-01A 57 years, male, white, stage:ia, alive, 1175 days 190.5
                                  TCGA-85-A513-01A 60 years, female, asian, stage:ia, alive, 910 days 189.9
                                  TCGA-56-A49D-01A 67 years, male, white, stage:iiia, alive, 637 days 187.9
                                  TCGA-22-4609-01A 81 years, male, white, stage:ia, dead, 291 days 187.8
                                  TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:iia, alive, 827 days 184.2
                                  TCGA-97-7937-01A 65 years, male, white, stage:ib, alive, 564 days 184.0
                                  TCGA-91-6849-01A 75 years, female, black or african american, stage:iiia, alive, 35 days 182.7
                                  TCGA-73-7498-01A 58 years, female, white, stage:ia, alive, 1189 days 182.4
                                  TCGA-97-7941-01A 72 years, female, white, stage:ia, alive, 484 days 181.2
                                  TCGA-MP-A4TJ-01A 62 years, female, stage:ia, dead, 339 days 181.1
                                  TCGA-86-A4P7-01A 63 years, female, white, stage:ib, alive, 415 days 179.7
                                  TCGA-50-6593-01A 49 years, female, white, stage:iiia, dead, 336 days 177.8
                                  TCGA-50-5049-01A 70 years, male, white, stage:ia, alive, 3094 days 177.5
                                  TCGA-95-A4VN-01A 62 years, female, white, stage:iia, alive, 553 days 177.1
                                  TCGA-55-8511-01A 73 years, female, white, stage:ib, alive, 552 days 175.0
                                  TCGA-85-7698-01A 48 years, male, white, stage:ia, alive, 952 days 174.4
                                  TCGA-93-7347-01A 76 years, female, white, stage:ia, alive, 683 days 170.6
                                  TCGA-55-8206-01A 56 years, male, white, stage:ia, alive, 888 days 170.2
                                  TCGA-77-7141-01A 64 years, male, white, stage:ib, alive, 15 days 170.1
                                  TCGA-68-A59I-01A 73 years, female, black or african american, stage:iiia, alive, 428 days 168.7
                                  TCGA-97-7546-01A 76 years, female, white, stage:ia, alive, 1285 days 168.6
                                  TCGA-05-4403-01A 76 years, male, stage:ib, alive, 578 days 166.5
                                  TCGA-56-8626-01A 60 years, male, white, stage:ia, dead, 302 days 160.4
                                  TCGA-62-8402-01A 73 years, female, white, stage:iiia, dead, 1498 days 158.6
                                  TCGA-49-4512-01A 69 years, female, white, stage:iiia, dead, 905 days 157.5
                                  TCGA-NC-A5HJ-01A 59 years, male, white, stage:iib, dead, 418 days 156.6
                                  TCGA-43-2578-01A 59 years, female, white, stage:ia, dead, 684 days 155.6
                                  TCGA-78-8640-01A 59 years, male, stage:iia, alive, 7062 days 150.7
                                  TCGA-05-4405-01A 74 years, female, stage:ib, alive, 610 days 146.9
                                  TCGA-22-5478-01A 79 years, male, stage:ib, dead, 24 days 146.4
                                  TCGA-39-5039-01A 76 years, male, white, stage:iia, dead, 544 days 146.3
                                  TCGA-22-5479-01A 64 years, male, white, stage:ib, dead, 2625 days 145.1
                                  TCGA-55-8619-01A 72 years, female, white, stage:iib, alive, 416 days 143.9
                                  TCGA-66-2767-01A 62 years, male, stage:iiib, alive, 61 days 142.9
                                  TCGA-78-7167-01A 77 years, male, white, stage:iv, dead, 2681 days 141.2
                                  TCGA-99-8025-01A 72 years, female, black or african american, stage:iiia, alive, 1060 days 138.5
                                  TCGA-98-A53C-01A 77 years, female, white, stage:ia, alive, 822 days 136.9
                                  TCGA-38-4627-01A 64 years, female, white, stage:iia, dead, 1147 days 136.1
                                  TCGA-MP-A4T4-01A 68 years, female, white, stage:iib, dead, 2617 days 135.2
                                  TCGA-55-8507-01A 53 years, male, white, stage:ia, alive, 418 days 134.7
                                  TCGA-39-5027-01A 73 years, male, white, stage:ib, alive, 3108 days 132.1
                                  TCGA-67-6216-01A 57 years, female, white, stage:ia, alive, 141 days 132.0
                                  TCGA-22-4596-01A 69 years, female, white, stage:ib, dead, 17 days 131.1
                                  TCGA-50-8460-01A 74 years, male, white, stage:ia, alive, 829 days 130.3
                                  TCGA-MP-A5C7-01A 76 years, female, white, stage:ib, alive, 2248 days 130.3
                                  TCGA-38-4626-01A 57 years, female, white, alive, 3674 days 129.7
                                  TCGA-22-1017-01A 62 years, male, white, stage:ia, dead, 1485 days 125.2
                                  TCGA-86-8055-01A 79 years, male, white, stage:iia, dead, 124 days 123.6
                                  TCGA-56-8628-01A 78 years, male, white, stage:ia, alive, 616 days 123.5
                                  TCGA-58-A46J-01A 64 years, male, white, stage:iib, alive, 2589 days 123.1
                                  TCGA-77-A5FZ-01A 64 years, male, stage:iiib, dead, 3838 days 120.5
                                  TCGA-NC-A5HF-01A 74 years, male, white, stage:iiib, dead, 138 days 119.6
                                  TCGA-55-6981-01A 53 years, female, white, stage:iiia, dead, 1379 days 119.3
                                  TCGA-37-A5EN-01A 59 years, male, white, stage:iiib, alive, 660 days 118.5
                                  TCGA-64-1680-01A 63 years, male, white, stage:iv, alive, 1126 days 118.3
                                  TCGA-78-7149-01A 72 years, male, white, stage:iiib, alive, 3940 days 118.3
                                  TCGA-66-2786-01A 68 years, female, stage:ia, alive, 790 days 115.9
                                  TCGA-05-4384-01A 66 years, male, stage:iiia, alive, 426 days 115.4
                                  TCGA-49-4486-01A 72 years, male, white, stage:ia, dead, 2318 days 115.0
                                  TCGA-05-4402-01A 57 years, female, stage:iv, dead, 244 days 114.1
                                  TCGA-60-2697-01A 41 years, male, white, stage:iia, dead, 372 days 113.3
                                  TCGA-22-1005-01A 63 years, male, white, stage:ia, dead, 1953 days 111.4
                                  TCGA-44-3398-01A 77 years, female, white, stage:ia, alive, 1163 days 109.3
                                  TCGA-73-4677-01A 75 years, male, white, dead, 38 days 109.2
                                  TCGA-44-3917-01A 33 years, female, white, stage:ib, alive, 1183 days 106.9
                                  TCGA-L3-A4E7-01A 71 years, male, white, stage:ib, alive, 392 days 106.4
                                  TCGA-69-8254-01A 85 years, male, white, alive, 409 days 106.2
                                  TCGA-NC-A5HT-01A 69 years, male, white, stage:iiia, alive, 804 days 106.0
                                  TCGA-MP-A4TC-01A 78 years, male, white, stage:iiia, dead, 74 days 105.6
                                  TCGA-78-8660-01A 69 years, male, stage:iib, dead, 321 days 105.0
                                  TCGA-22-1002-01A 69 years, male, white, stage:ia, dead, 131 days 104.3
                                  TCGA-85-8350-01A 61 years, male, white, stage:ia, alive, 683 days 104.1
                                  TCGA-62-8399-01A 62 years, male, white, stage:iiia, alive, 2696 days 103.1
                                  TCGA-NJ-A55O-01A 56 years, female, white, stage:iia, alive, 13 days 102.9
                                  TCGA-85-8071-01A 52 years, male, white, stage:iia, alive, 815 days 102.9
                                  TCGA-50-5930-01A 47 years, male, white, stage:iiia, dead, 282 days 102.7
                                  TCGA-78-7152-01A 65 years, male, white, stage:ib, dead, 1215 days 100.7
                                  TCGA-55-8510-01A 55 years, female, white, stage:ib, alive, 539 days 100.4
                                  TCGA-95-7039-01A 54 years, female, white, stage:iib, alive, 1272 days 98.8
                                  TCGA-97-A4M0-01A 60 years, female, white, stage:ib, alive, 652 days 98.2
                                  TCGA-44-6146-01A 64 years, male, white, stage:iib, alive, 728 days 97.3
                                  TCGA-78-7148-01A 71 years, male, white, stage:iib, dead, 626 days 96.6
                                  TCGA-99-8028-01A 50 years, female, black or african american, stage:ia, alive, 1118 days 96.5
                                  TCGA-93-A4JQ-01A 49 years, male, white, stage:ia, alive, 526 days 96.4
                                  TCGA-95-A4VP-01A 66 years, female, white, stage:iiia, alive, 605 days 95.9
                                  TCGA-62-8395-01A 80 years, female, white, stage:iib, alive, 1216 days 95.6
                                  TCGA-55-7284-01B 74 years, male, white, stage:iib, dead, 243 days 94.2
                                  TCGA-96-8170-01A 75 years, female, white, stage:iia, alive, 531 days 93.5
                                  TCGA-46-6026-01A 81 years, male, white, stage:iib, alive, 423 days 93.5
                                  TCGA-69-7763-01A 69 years, male, white, stage:ia, alive, 690 days 92.9
                                  TCGA-L9-A50W-01A 75 years, male, black or african american, stage:iia, dead, 442 days 92.7
                                  TCGA-55-7995-01A 73 years, female, white, stage:ia, alive, 889 days 92.1
                                  TCGA-05-5420-01A 67 years, male, stage:iiia, alive, 457 days 91.0
                                  TCGA-55-6982-01A female, white, stage:iib, dead, 995 days 90.7
                                  TCGA-49-4505-01A 61 years, female, white, stage:iib, dead, 428 days 89.0
                                  TCGA-69-7980-01A 70 years, female, white, stage:i, alive, 362 days 88.1
                                  TCGA-66-2794-01A 64 years, male, stage:iiib, alive, 1645 days 87.2
                                  TCGA-75-5146-01A male, stage:ib, alive, 2368 days 86.8
                                  TCGA-86-8585-01A 57 years, male, white, stage:ib, alive, 353 days 86.3
                                  TCGA-95-7947-01A 67 years, male, white, stage:ia, alive, 477 days 86.3
                                  TCGA-97-A4LX-01A 81 years, male, white, stage:ib, alive, 614 days 86.2
                                  TCGA-34-2608-01A 84 years, male, white, stage:ib, dead, 1000 days 86.1
                                  TCGA-73-A9RS-01A 41 years, male, black or african american, stage:iib, dead, 340 days 84.7
                                  TCGA-18-3411-01A 64 years, female, stage:iiia, alive, 3576 days 81.7
                                  TCGA-J2-A4AG-01A 66 years, female, white, stage:ia, alive, 988 days 81.0
                                  TCGA-49-6742-01A 70 years, male, white, stage:iia, dead, 488 days 80.6
                                  TCGA-55-7283-01A 76 years, female, white, stage:iiia, alive, 609 days 80.0
                                  TCGA-93-A4JN-01A 71 years, male, white, stage:iv, alive, 718 days 77.9
                                  TCGA-55-8301-01A 59 years, male, white, stage:ib, alive, 534 days 77.2
                                  TCGA-64-1676-01A 58 years, male, white, stage:ia, alive, 1728 days 76.3
                                  TCGA-77-8146-01A 72 years, male, stage:ia, alive, 3189 days 74.3
                                  TCGA-52-7809-01A 74 years, male, white, stage:ib, dead, 166 days 73.4
                                  TCGA-50-5051-01A 42 years, female, white, stage:iiia, dead, 478 days 72.9
                                  TCGA-62-A46P-01A 65 years, male, white, stage:ib, dead, 594 days 72.1
                                  TCGA-69-8453-01A 77 years, male, white, stage:iib, alive, 788 days 72.1
                                  TCGA-50-8459-01A 68 years, male, white, stage:iib, alive, 1119 days 71.4
                                  TCGA-91-6840-01A 59 years, female, white, stage:ia, alive, 372 days 71.4
                                  TCGA-44-7670-01A 47 years, female, white, stage:iia, alive, 882 days 71.3
                                  TCGA-91-6835-01A 81 years, female, white, stage:ia, alive, 79 days 70.0
                                  TCGA-86-8075-01A 66 years, female, white, stage:ib, dead, 694 days 69.5
                                  TCGA-97-8172-01A 75 years, female, white, stage:ib, alive, 545 days 69.0
                                  TCGA-62-A46S-01A 73 years, male, white, stage:ib, dead, 1653 days 67.7
                                  TCGA-53-7626-01A 76 years, female, white, stage:iia, dead, 929 days 67.4
                                  TCGA-96-8169-01A 67 years, female, white, stage:ia, alive, 557 days 67.4
                                  TCGA-73-4658-01A 80 years, female, white, stage:ib, dead, 1600 days 66.0
                                  TCGA-98-A53D-01A 68 years, male, white, stage:iib, dead, 645 days 65.1
                                  TCGA-56-A5DS-01A 72 years, female, white, stage:ib, alive, 8 days 65.0
                                  TCGA-55-7574-01A 64 years, female, white, stage:ib, dead, 995 days 64.3
                                  TCGA-85-8355-01A 63 years, male, white, stage:ia, alive, 61 days 64.1
                                  TCGA-49-AARE-01A 51 years, female, black or african american, stage:ia, dead, 1229 days 63.9
                                  TCGA-21-5782-01A 68 years, female, white, stage:ib, dead, 962 days 62.9
                                  TCGA-78-7633-01A 67 years, male, white, stage:ib, dead, 1528 days 62.5
                                  TCGA-44-7671-01A 64 years, male, black or african american, stage:ib, alive, 889 days 61.8
                                  TCGA-55-8208-01A 73 years, female, white, stage:ia, alive, 674 days 59.7
                                  TCGA-50-6673-01A 84 years, female, white, stage:i, dead, 22 days 59.2
                                  TCGA-86-6562-01A 52 years, male, white, stage:iia, dead, 376 days 58.8
                                  TCGA-66-2800-01A 70 years, male, stage:iiib, alive, 1492 days 58.5
                                  TCGA-56-A4ZJ-01A 75 years, female, white, stage:ia, alive, 640 days 57.4
                                  TCGA-21-1077-01A 64 years, male, white, stage:iib, dead, 1058 days 57.2
                                  TCGA-MN-A4N5-01A 63 years, male, white, stage:ia, alive, 84 days 56.7
                                  TCGA-22-0940-01A 71 years, male, white, stage:iia, dead, 669 days 56.3
                                  TCGA-50-5946-01A 62 years, male, white, stage:ia, alive, 1617 days 56.1
                                  TCGA-55-8090-01A 80 years, male, white, stage:ia, dead, 598 days 56.1
                                  TCGA-22-5477-01A 65 years, male, white, stage:ia, dead, 1346 days 55.9
                                  TCGA-39-5029-01A 67 years, male, white, stage:iiia, dead, 740 days 55.3
                                  TCGA-77-7335-01A 62 years, female, white, stage:iiib, dead, 2133 days 55.2
                                  TCGA-60-2698-01A 62 years, male, white, stage:iib, dead, 311 days 54.5
                                  TCGA-50-6591-01A 63 years, female, white, stage:iv, dead, 119 days 54.1
                                  TCGA-56-7221-01A 79 years, male, white, stage:ib, alive, 608 days 54.0
                                  TCGA-52-7622-01A 62 years, female, white, stage:ia, alive, 862 days 53.9
                                  TCGA-33-AASI-01A 65 years, female, black or african american, stage:iib, dead, 1344 days 53.6
                                  TCGA-50-5066-01A 72 years, male, black or african american, stage:ib, alive, 1442 days 53.2
                                  TCGA-96-7544-01A 83 years, male, white, stage:iib, dead, 2160 days 52.8
                                  TCGA-MP-A4TD-01A 71 years, male, white, stage:iiia, dead, 307 days 52.6
                                  TCGA-98-8021-01A 75 years, female, white, stage:ia, alive, 937 days 52.4
                                  TCGA-O1-A52J-01A 74 years, female, white, stage:ia, dead, 1798 days 52.3
                                  TCGA-98-8022-01A 61 years, male, white, stage:ia, dead, 933 days 52.3
                                  TCGA-78-7162-01A 75 years, male, white, stage:ia, dead, 3169 days 51.5
                                  TCGA-55-6986-01A female, white, stage:ib, alive, 3261 days 51.3
                                  TCGA-85-8072-01A 60 years, male, white, stage:ia, alive, 932 days 51.1
                                  TCGA-78-8662-01A 53 years, female, stage:ib, dead, 3361 days 51.1
                                  TCGA-MP-A4SY-01A 61 years, male, white, stage:iib, dead, 1501 days 51.1
                                  TCGA-69-7765-01A 56 years, male, black or african american, alive, 165 days 51.0
                                  TCGA-60-2710-01A 67 years, female, white, stage:iia, alive, 2024 days 50.6
                                  TCGA-50-5935-01A 86 years, female, white, stage:ia, dead, 653 days 50.0
                                  TCGA-33-4547-01A 68 years, male, white, stage:ib, alive, 2419 days 49.9
                                  TCGA-49-4514-01A 79 years, female, white, stage:ia, alive, 1700 days 49.1
                                  TCGA-66-2790-01A 72 years, male, stage:iib, alive, 699 days 49.1
                                  TCGA-55-7281-01A 70 years, female, white, stage:ia, alive, 872 days 48.6
                                  TCGA-33-4538-01A 66 years, male, white, stage:iiia, dead, 2979 days 47.9
                                  TCGA-38-4625-01A 66 years, female, white, stage:ib, alive, 2973 days 47.2
                                  TCGA-91-6830-01A 65 years, female, white, stage:iia, alive, 60 days 47.0
                                  TCGA-78-7160-01A 61 years, male, white, stage:iv, dead, 697 days 46.9
                                  TCGA-MP-A4T7-01A 75 years, female, stage:iv, dead, 167 days 46.7
                                  TCGA-05-4249-01A 67 years, male, stage:ib, alive, 1523 days 46.4
                                  TCGA-56-7222-01A 60 years, male, white, stage:ib, dead, 562 days 46.3
                                  TCGA-43-6773-01A 76 years, male, white, stage:iib, dead, 116 days 45.2
                                  TCGA-22-5472-01A 67 years, male, white, stage:ib, dead, 1975 days 45.2
                                  TCGA-55-6980-01A male, white, stage:ia, alive, 2109 days 45.1
                                  TCGA-43-A56U-01A 76 years, female, white, stage:ia, alive, 432 days 44.8
                                  TCGA-NC-A5HQ-01A 70 years, male, white, stage:iiia, dead, 448 days 44.0
                                  TCGA-35-4122-01A 69 years, male, white, stage:ia, alive, 225 days 44.0
                                  TCGA-86-8056-01A 64 years, female, white, stage:iiia, alive, 139 days 43.9
                                  TCGA-86-8073-01A 58 years, male, white, stage:ib, alive, 740 days 43.8
                                  TCGA-55-6970-01A 67 years, female, white, stage:iiia, dead, 464 days 43.6
                                  TCGA-85-A4PA-01A 61 years, male, white, stage:ib, alive, 741 days 43.6
                                  TCGA-55-7227-01A 77 years, male, white, stage:iiia, dead, 952 days 43.4
                                  TCGA-96-A4JL-01A 78 years, female, asian, stage:iia, alive, 842 days 43.2
                                  TCGA-60-2714-01A 66 years, female, white, stage:iib, alive, 1531 days 42.7
                                  TCGA-66-2778-01A 68 years, female, stage:iiib, alive, 578 days 42.3
                                  TCGA-95-8039-01A 72 years, male, white, stage:ia, alive, 830 days 42.0
                                  TCGA-63-A5MG-01A 68 years, male, stage:ib, alive, 2148 days 41.7
                                  TCGA-94-7033-01A 73 years, male, white, stage:ib, alive, 640 days 41.2
                                  TCGA-56-7822-01A 76 years, male, black or african american, stage:iib, dead, 532 days 41.2
                                  TCGA-97-A4M6-01A 45 years, female, white, stage:ia, alive, 568 days 41.2
                                  TCGA-49-4488-01A 74 years, female, white, stage:ia, dead, 869 days 41.1
                                  TCGA-66-2783-01A 67 years, male, stage:iiib, alive, 759 days 41.1
                                  TCGA-44-6778-01A 59 years, male, black or african american, stage:ia, alive, 1864 days 41.1
                                  TCGA-66-2758-01A 71 years, male, stage:ib, alive, 639 days 41.0
                                  TCGA-86-8279-01A 46 years, male, white, stage:iia, alive, 949 days 40.8
                                  TCGA-55-A491-01A 81 years, female, white, stage:ia, alive, 626 days 40.7
                                  TCGA-77-8138-01A 74 years, male, stage:ib, dead, 539 days 40.6
                                  TCGA-75-6214-01A female, stage:iiia, dead, 1115 days 40.4
                                  TCGA-85-A50M-01A 47 years, male, asian, stage:iia, dead, 826 days 40.2
                                  TCGA-66-2769-01A 75 years, male, stage:iiib, dead, 215 days 39.4
                                  TCGA-73-4675-01A 59 years, male, white, stage:iiia, dead, 922 days 39.1
                                  TCGA-44-6145-01A 62 years, female, white, stage:ia, alive, 595 days 38.9
                                  TCGA-63-A5MS-01A 78 years, male, stage:ib, alive, 2381 days 38.7
                                  TCGA-22-5489-01A 64 years, male, white, stage:ia, dead, 1912 days 38.5
                                  TCGA-91-6828-01A 70 years, male, white, stage:ia, alive, 323 days 38.4
                                  TCGA-58-8386-01A 75 years, male, stage:iv, dead, 1 days 38.2
                                  TCGA-39-5024-01A 65 years, female, white, stage:iiia, alive, 2510 days 37.6
                                  TCGA-55-7911-01A 70 years, female, white, stage:ia, alive, 537 days 36.3
                                  TCGA-44-2666-01A 43 years, male, white, stage:ib, dead, 97 days 36.2
                                  TCGA-18-3421-01A 65 years, male, white, stage:ib, alive, 2645 days 35.9
                                  TCGA-55-6984-01A female, white, stage:iib, dead, 760 days 35.6
                                  TCGA-73-4662-01A 65 years, female, white, stage:ia, alive, 2515 days 35.5
                                  TCGA-60-2709-01A 69 years, male, black or african american, stage:ib, alive, 1505 days 34.9
                                  TCGA-L4-A4E5-01A 48 years, female, white, stage:i, alive, 578 days 34.7
                                  TCGA-66-2788-01A 56 years, male, stage:ib, alive, 699 days 34.7
                                  TCGA-85-A4QQ-01A 68 years, male, white, stage:ib, dead, 927 days 33.9
                                  TCGA-39-5035-01A 72 years, female, white, stage:ia, alive, 2080 days 33.8
                                  TCGA-05-5425-01A 68 years, male, stage:iib, alive, 882 days 33.8
                                  TCGA-55-8302-01A 54 years, male, white, stage:ib, alive, 478 days 33.4
                                  TCGA-80-5608-01A female, stage:ia, alive, 2832 days 33.4
                                  TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:ia, alive, 513 days 33.3
                                  TCGA-77-8140-01A 66 years, female, stage:iib, dead, 351 days 33.3
                                  TCGA-60-2719-01A 83 years, female, white, stage:ib, alive, 1297 days 33.2
                                  TCGA-56-5898-01A 69 years, male, white, stage:ia, alive, 555 days 32.8
                                  TCGA-52-7811-01A 67 years, male, white, stage:ib, dead, 266 days 32.7
                                  TCGA-38-4632-01A 42 years, male, black or african american, stage:iv, dead, 1357 days 32.6
                                  TCGA-44-4112-01A 60 years, female, white, stage:ib, dead, 808 days 31.8
                                  TCGA-50-5932-01A 75 years, male, white, stage:iib, dead, 1235 days 31.8
                                  TCGA-39-5019-01A 70 years, male, white, stage:ib, alive, 3387 days 31.3
                                  TCGA-55-6971-01A 59 years, female, white, stage:ib, alive, 1400 days 31.2
                                  TCGA-63-7020-01A male, stage:ia, alive, 2133 days 31.1
                                  TCGA-MP-A4T9-01A 54 years, female, white, stage:iiia, dead, 1265 days 30.7
                                  TCGA-05-5715-01A 69 years, female, stage:ib, alive, 62 days 30.6
                                  TCGA-49-AAR4-01A 51 years, male, black or african american, stage:iiia, dead, 879 days 30.4
                                  TCGA-94-A5I4-01A 61 years, male, white, stage:iia, alive, 491 days 30.2
                                  TCGA-60-2716-01A 39 years, male, stage:iib, alive, 1475 days 29.8
                                  TCGA-34-5232-01A 75 years, female, black or african american, stage:iia, alive, 2471 days 29.8
                                  TCGA-91-6847-01A 62 years, female, white, stage:ib, alive, 842 days 29.6
                                  TCGA-49-6743-01A 81 years, female, white, stage:iiia, alive, 1621 days 29.3
                                  TCGA-77-A5G6-01A 66 years, male, stage:iiia, dead, 678 days 29.1
                                  TCGA-85-8048-01A 62 years, male, white, stage:ia, alive, 765 days 29.1
                                  TCGA-55-8094-01A 51 years, male, white, stage:iv, alive, 541 days 28.8
                                  TCGA-85-7843-01A 50 years, male, white, stage:iia, alive, 35 days 28.7
                                  TCGA-05-4417-01A 51 years, female, stage:ib, alive, 455 days 28.5
                                  TCGA-68-A59J-01A 74 years, female, white, stage:ib, alive, 409 days 28.3
                                  TCGA-L4-A4E6-01A 67 years, male, white, stage:ia, alive, 435 days 28.2
                                  TCGA-39-5021-01A 70 years, male, white, stage:ib, dead, 2086 days 28.1
                                  TCGA-21-5787-01A 65 years, male, black or african american, stage:iiia, dead, 329 days 28.1
                                  TCGA-21-1076-01A 54 years, female, white, stage:ib, alive, 1852 days 28.1
                                  TCGA-56-A4BY-01A 66 years, male, white, stage:ib, dead, 543 days 27.6
                                  TCGA-NK-A5CX-01A 73 years, male, white, stage:iia, alive, 111 days 27.5
                                  TCGA-21-1082-01A 61 years, male, white, stage:ib, alive, 3644 days 27.1
                                  TCGA-22-5485-01A 58 years, female, white, stage:ia, dead, 916 days 27.0
                                  TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:ia, alive, 2161 days 26.9
                                  TCGA-43-8118-01A 55 years, female, white, stage:ia, dead, 89 days 26.9
                                  TCGA-37-4141-01A 65 years, female, white, stage:ia, alive, 12 days 26.5
                                  TCGA-55-1596-01A 55 years, male, asian, stage:iib, alive, 2065 days 26.3
                                  TCGA-NJ-A4YI-01A 87 years, female, white, stage:iiia, dead, 4 days 26.3
                                  TCGA-39-5036-01A 73 years, male, white, stage:ib, alive, 2165 days 26.1
                                  TCGA-49-6745-01A 82 years, male, white, stage:iiia, alive, 522 days 25.9
                                  TCGA-05-5429-01A 60 years, male, stage:iiia, dead, 275 days 25.8
                                  TCGA-69-7764-01A 75 years, male, white, stage:ia, alive, 414 days 25.7
                                  TCGA-78-7156-01A 62 years, male, white, stage:iv, dead, 976 days 25.4
                                  TCGA-18-3407-01A 72 years, male, asian, stage:ib, dead, 136 days 25.3
                                  TCGA-55-7907-01A 77 years, male, white, stage:iia, dead, 343 days 25.3
                                  TCGA-05-4433-01A 82 years, male, stage:ib, alive, 730 days 25.2
                                  TCGA-58-8388-01A 60 years, male, white, stage:ib, dead, 412 days 25.0
                                  TCGA-O2-A52W-01A 63 years, male, black or african american, stage:i, dead, 261 days 24.8
                                  TCGA-55-6972-01A 72 years, male, white, stage:ib, dead, 1632 days 24.7
                                  TCGA-99-8032-01A 62 years, male, white, stage:ia, alive, 44 days 24.7
                                  TCGA-55-1594-01A 68 years, male, white, stage:iiia, alive, 1178 days 24.6
                                  TCGA-68-7756-01A 84 years, male, white, stage:iiia, alive, 202 days 24.5
                                  TCGA-69-7973-01A 42 years, female, white, stage:ib, alive, 230 days 24.3
                                  TCGA-85-8351-01A 72 years, male, white, stage:iia, alive, 510 days 24.1
                                  TCGA-77-A5GB-01B 90 years, male, stage:ib, dead, 937 days 23.8
                                  TCGA-55-A57B-01A 80 years, female, black or african american, stage:ia, alive, 546 days 23.6
                                  TCGA-85-8276-01A 62 years, male, white, stage:iia, alive, 1050 days 23.6
                                  TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:ia, dead, 6 days 23.5
                                  TCGA-96-7545-01A 73 years, male, white, stage:ia, dead, 1736 days 23.4
                                  TCGA-NJ-A4YG-01A 65 years, male, white, stage:ib, alive, 2261 days 23.3
                                  TCGA-50-6597-01A 79 years, female, white, stage:ib, dead, 1268 days 23.3
                                  TCGA-77-6844-01A 74 years, male, white, stage:iiia, dead, 2284 days 23.3
                                  TCGA-22-5473-01A 78 years, male, white, dead, 1933 days 23.1
                                  TCGA-43-8116-01A 73 years, male, white, stage:ia, alive, 358 days 22.9
                                  TCGA-56-8304-01A 73 years, female, white, stage:ia, alive, 106 days 22.8
                                  TCGA-39-5022-01A 76 years, male, white, stage:ib, dead, 1679 days 22.4
                                  TCGA-77-7142-01A 59 years, female, white, stage:ib, alive, 2227 days 22.3
                                  TCGA-44-7672-01A 52 years, female, white, stage:ia, alive, 719 days 22.3
                                  TCGA-77-7463-01A 75 years, male, white, stage:ib, dead, 1423 days 22.2
                                  TCGA-69-7979-01A 71 years, female, white, stage:ib, alive, 408 days 22.2
                                  TCGA-58-A46L-01A 73 years, male, white, stage:iiia, alive, 1723 days 22.1
                                  TCGA-77-A5GA-01A 76 years, male, stage:ib, alive, 1280 days 22.1
                                  TCGA-58-8393-01A 68 years, female, white, stage:ib, alive, 1058 days 22.0
                                  TCGA-34-8454-01A 62 years, female, white, stage:iiia, alive, 1180 days 22.0
                                  TCGA-35-3615-01A 57 years, male, white, stage:ib, alive, 14 days 21.7
                                  TCGA-98-A53A-01A 70 years, male, black or african american, stage:ib, dead, 552 days 21.3
                                  TCGA-55-6712-01A male, white, stage:iia, dead, 171 days 20.6
                                  TCGA-97-8179-01A 72 years, male, white, stage:ia, alive, 435 days 20.2
                                  TCGA-69-8253-01A 59 years, female, black or african american, stage:iia, alive, 426 days 20.1
                                  TCGA-18-3415-01A 77 years, male, stage:ib, dead, 2803 days 19.9
                                  TCGA-55-A4DF-01A 88 years, male, white, stage:ia, dead, 614 days 19.9
                                  TCGA-34-5241-01A 79 years, male, white, stage:ib, dead, 515 days 19.6
                                  TCGA-66-2757-01A 65 years, female, stage:ia, dead, 1338 days 19.5
                                  TCGA-43-2576-01A 62 years, female, white, stage:iiia, alive, 1223 days 19.4
                                  TCGA-85-8580-01A 52 years, female, white, stage:ib, alive, 1113 days 19.3
                                  TCGA-52-7812-01A 68 years, male, white, dead, 835 days 19.2
                                  TCGA-66-2770-01A 79 years, male, stage:ib, alive, 700 days 19.1
                                  TCGA-55-7914-01A 71 years, female, white, stage:iia, dead, 187 days 18.8
                                  TCGA-63-7023-01A male, stage:iia, alive, 1682 days 18.6
                                  TCGA-NC-A5HP-01A 69 years, male, white, stage:iv, dead, 770 days 18.5
                                  TCGA-22-0944-01A 61 years, male, white, stage:ib, dead, 223 days 18.5
                                  TCGA-64-5779-01A 61 years, male, white, stage:iiia, alive, 864 days 18.4
                                  TCGA-56-7730-01A 73 years, male, white, stage:iia, dead, 198 days 18.3
                                  TCGA-78-7535-01A 45 years, male, white, stage:ib, dead, 949 days 18.2
                                  TCGA-78-7158-01A 59 years, female, white, stage:iiib, dead, 179 days 17.9
                                  TCGA-05-4398-01A 47 years, female, stage:iiib, alive, 1431 days 17.9
                                  TCGA-NK-A5D1-01A 57 years, male, white, stage:iia, alive, 511 days 17.9
                                  TCGA-75-5147-01A female, stage:ib, alive, 1333 days 17.8
                                  TCGA-98-8020-01A 56 years, female, black or african american, stage:iiia, dead, 84 days 17.7
                                  TCGA-78-7166-01A 84 years, male, white, stage:iib, dead, 258 days 17.7
                                  TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:iv, dead, 58 days 17.6
                                  TCGA-97-A4M3-01A 69 years, female, white, stage:ia, alive, 540 days 17.2
                                  TCGA-38-6178-01A 70 years, female, white, stage:iiia, alive, 448 days 16.9
                                  TCGA-22-4595-01A 57 years, male, white, stage:iiia, dead, 734 days 16.7
                                  TCGA-21-1080-01A 66 years, male, white, stage:ib, alive, 3724 days 16.4
                                  TCGA-58-8387-01A 60 years, male, white, stage:iia, dead, 403 days 16.4
                                  TCGA-64-1677-01A 78 years, female, white, stage:iiia, dead, 628 days 16.3
                                  TCGA-55-8092-01A 75 years, male, white, stage:iib, dead, 154 days 16.3
                                  TCGA-50-5939-01A 85 years, male, white, stage:ib, dead, 460 days 16.2
                                  TCGA-22-4591-01A 80 years, male, white, stage:iiia, dead, 623 days 16.2
                                  TCGA-66-2753-01A 69 years, male, stage:ib, alive, 31 days 16.0
                                  TCGA-97-8175-01A 55 years, female, white, stage:ib, alive, 551 days 16.0
                                  TCGA-97-7554-01A 83 years, female, white, stage:iiia, alive, 775 days 15.9
                                  TCGA-MP-A4TI-01A 72 years, male, white, stage:iia, dead, 429 days 15.7
                                  TCGA-44-5643-01A 53 years, male, black or african american, stage:iiia, alive, 1013 days 15.7
                                  TCGA-22-4601-01A 73 years, female, white, stage:iiia, dead, 1057 days 15.6
                                  TCGA-78-7161-01A 69 years, female, white, stage:iib, dead, 291 days 15.5
                                  TCGA-66-2763-01A 63 years, female, stage:ib, alive, 30 days 15.1
                                  TCGA-LA-A446-01A 69 years, male, white, stage:ia, alive, 401 days 14.8
                                  TCGA-85-8052-01A 53 years, male, white, stage:iib, alive, 734 days 14.7
                                  TCGA-22-5480-01A 66 years, female, white, stage:ia, dead, 2170 days 14.7
                                  TCGA-66-2744-01A 71 years, male, stage:iib, alive, 30 days 14.7
                                  TCGA-78-7542-01A 56 years, male, white, stage:ib, dead, 321 days 14.5
                                  TCGA-77-A5G8-01B 71 years, male, stage:iib, alive, 1884 days 14.5
                                  TCGA-93-A4JP-01A 64 years, male, asian, stage:iv, alive, 578 days 14.4
                                  TCGA-73-4676-01A 45 years, male, white, stage:iia, dead, 281 days 14.3
                                  TCGA-43-5668-01A 78 years, male, white, stage:iia, dead, 559 days 14.3
                                  TCGA-34-5231-01A 72 years, male, white, stage:ia, dead, 1984 days 14.0
                                  TCGA-O2-A52N-01A 78 years, male, white, stage:i, dead, 1006 days 14.0
                                  TCGA-77-A5G7-01B 63 years, male, stage:ia, dead, 180 days 14.0
                                  TCGA-55-A48Z-01A 60 years, female, white, stage:iiib, alive, 651 days 13.9
                                  TCGA-44-6777-01A 85 years, female, white, stage:ib, dead, 987 days 13.8
                                  TCGA-69-7978-01A 59 years, male, white, stage:iib, alive, 134 days 13.8
                                  TCGA-66-2737-01A 72 years, male, stage:iib, alive, 61 days 13.7
                                  TCGA-85-A512-01A 46 years, male, white, stage:iia, alive, 465 days 13.7
                                  TCGA-90-7964-01A 70 years, male, white, stage:ib, alive, 428 days 13.7
                                  TCGA-46-3766-01A 62 years, female, white, stage:ia, alive, 370 days 13.6
                                  TCGA-43-3394-01A 52 years, male, black or african american, stage:ib, dead, 1190 days 13.5
                                  TCGA-86-7701-01A 66 years, male, white, stage:iv, alive, 947 days 13.4
                                  TCGA-69-7974-01A 54 years, female, white, stage:iiia, alive, 184 days 13.2
                                  TCGA-75-7027-01A male, stage:ib, alive, 3059 days 13.1
                                  TCGA-55-8205-01A 76 years, female, white, stage:iia, alive, 599 days 13.1
                                  TCGA-34-2600-01A 76 years, female, white, stage:ia, dead, 1874 days 13.0
                                  TCGA-69-A59K-01A 60 years, female, black or african american, stage:iib, alive, 522 days 13.0
                                  TCGA-66-2734-01A 62 years, female, stage:ib, alive, 1311 days 12.9
                                  TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:ib, alive, 476 days 12.8
                                  TCGA-50-7109-01A 60 years, male, white, stage:ia, dead, 308 days 12.8
                                  TCGA-55-6979-01A 59 years, female, white, stage:iib, dead, 237 days 12.7
                                  TCGA-22-5483-01A 74 years, male, white, stage:iia, dead, 573 days 12.6
                                  TCGA-90-7766-01A 66 years, female, white, stage:ia, alive, 289 days 12.5
                                  TCGA-55-8299-01A 61 years, female, white, stage:ia, dead, 469 days 12.5
                                  TCGA-62-8398-01A 55 years, male, white, stage:iiia, dead, 444 days 12.5
                                  TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:iia, alive, 565 days 12.4
                                  TCGA-55-8203-01A 69 years, female, white, stage:ia, alive, 547 days 12.4
                                  TCGA-62-8394-01A 65 years, female, white, stage:iiib, dead, 139 days 12.3
                                  TCGA-39-5037-01A 65 years, male, white, stage:iia, alive, 1690 days 12.2
                                  TCGA-64-5815-01A 74 years, male, white, stage:iib, alive, 866 days 12.2
                                  TCGA-98-A539-01A 63 years, male, white, stage:iib, alive, 173 days 12.1
                                  TCGA-55-6978-01A male, white, stage:iia, dead, 176 days 11.8
                                  TCGA-37-3783-01A 51 years, male, white, stage:iiia, alive, 122 days 11.7
                                  TCGA-49-AARQ-01A 41 years, female, black or african american, stage:i, alive, 6732 days 11.7
                                  TCGA-86-8669-01A 64 years, male, white, stage:ia, alive, 938 days 11.6
                                  TCGA-60-2696-01A 76 years, female, black or african american, stage:iia, dead, 109 days 11.6
                                  TCGA-62-A46R-01A 54 years, female, white, stage:ib, dead, 1725 days 11.5
                                  TCGA-22-5492-01A 73 years, female, stage:iiia, dead, 506 days 11.5
                                  TCGA-99-8033-01A 74 years, female, white, stage:iv, dead, 656 days 11.3
                                  TCGA-73-4670-01A 69 years, female, white, stage:iv, alive, 131 days 11.3
                                  TCGA-66-2782-01A 71 years, male, stage:iib, dead, 365 days 11.3
                                  TCGA-MP-A4SV-01A 67 years, male, stage:ib, dead, 2620 days 11.1
                                  TCGA-85-A53L-01A 63 years, male, asian, stage:iia, alive, 377 days 11.0
                                  TCGA-J2-8194-01A 69 years, female, white, stage:iib, alive, 724 days 11.0
                                  TCGA-85-A510-01A 74 years, female, white, stage:iib, alive, 482 days 11.0
                                  TCGA-66-2789-01A 73 years, male, stage:iiib, dead, 123 days 10.9
                                  TCGA-44-6774-01A 56 years, female, white, stage:iiia, alive, 658 days 10.9
                                  TCGA-34-5929-01A 79 years, female, white, stage:ib, dead, 151 days 10.9
                                  TCGA-44-3396-01A 74 years, female, white, stage:iiia, alive, 1130 days 10.8
                                  TCGA-34-5240-01A 73 years, female, white, stage:iib, alive, 1541 days 10.8
                                  TCGA-22-5474-01A 74 years, male, white, stage:ib, dead, 445 days 10.8
                                  TCGA-77-A5G1-01A 75 years, male, stage:iiia, alive, 4026 days 10.5
                                  TCGA-21-1075-01A 57 years, male, white, stage:iib, alive, 2134 days 10.5
                                  TCGA-91-7771-01A 62 years, male, white, stage:iib, alive, 492 days 10.5
                                  TCGA-55-1592-01A male, white, stage:ia, dead, 701 days 10.5
                                  TCGA-21-1070-01A 61 years, female, black or african american, stage:iiia, alive, 3636 days 10.3
                                  TCGA-58-8391-01A 57 years, female, white, stage:iiia, alive, 2167 days 10.2
                                  TCGA-05-4424-01A 70 years, male, stage:iib, alive, 913 days 10.2
                                  TCGA-56-6545-01A 77 years, female, white, stage:ib, alive, 666 days 10.2
                                  TCGA-60-2726-01A 56 years, male, white, stage:iia, dead, 358 days 10.1
                                  TCGA-44-7667-01A 49 years, female, white, stage:iib, alive, 1097 days 10.1
                                  TCGA-60-2695-01A 74 years, female, white, stage:ib, alive, 642 days 10.0
                                  TCGA-58-8392-01A 70 years, male, white, stage:ib, dead, 501 days 10.0
                                  TCGA-49-AAR2-01A 64 years, male, black or african american, stage:ib, alive, 2224 days 10.0
                                  TCGA-46-3767-01A 76 years, male, white, stage:ia, alive, 388 days 10.0
                                  TCGA-49-6761-01A 68 years, female, white, stage:iiia, alive, 354 days 9.9
                                  TCGA-60-2704-01A 73 years, male, white, stage:iib, dead, 1154 days 9.9
                                  TCGA-MP-A4TA-01A 75 years, female, white, stage:ia, dead, 950 days 9.8
                                  TCGA-77-8150-01A 64 years, male, stage:iiia, dead, 1655 days 9.8
                                  TCGA-63-A5MB-01A 62 years, male, stage:ib, alive, 3123 days 9.7
                                  TCGA-05-4432-01A 66 years, male, stage:iib, alive, 761 days 9.7
                                  TCGA-33-AAS8-01A 59 years, female, black or african american, stage:ia, dead, 1114 days 9.7
                                  TCGA-50-5072-01A 74 years, male, white, stage:iiia, dead, 250 days 9.7
                                  TCGA-94-8491-01A 73 years, male, white, stage:iia, alive, 810 days 9.5
                                  TCGA-95-7948-01A 42 years, female, white, stage:ib, alive, 476 days 9.5
                                  TCGA-60-2722-01A 66 years, male, white, stage:iib, alive, 908 days 9.5
                                  TCGA-22-4607-01A 75 years, male, white, stage:ib, dead, 587 days 9.5
                                  TCGA-44-6147-01B 67 years, female, white, stage:ia, alive, 845 days 9.5
                                  TCGA-66-2773-01A 69 years, male, stage:ib, dead, 92 days 9.5
                                  TCGA-37-4135-01A 68 years, male, white, stage:ib, alive, 207 days 9.5
                                  TCGA-83-5908-01A 59 years, female, white, stage:ia, alive, 824 days 9.5
                                  TCGA-38-4629-01A 68 years, male, white, stage:iib, dead, 864 days 9.3
                                  TCGA-92-7340-01A 45 years, female, white, stage:iia, alive, 82 days 9.3
                                  TCGA-33-4582-01A 55 years, male, white, stage:ia, dead, 3149 days 9.2
                                  TCGA-85-8277-01A 70 years, male, white, stage:iiia, dead, 307 days 9.2
                                  TCGA-86-7953-01A 69 years, female, white, stage:ia, alive, 997 days 9.2
                                  TCGA-55-7576-01A 54 years, male, black or african american, stage:ib, alive, 670 days 9.2
                                  TCGA-51-4079-01A 73 years, female, black or african american, stage:ib, dead, 12 days 9.1
                                  TCGA-94-8035-01A 64 years, male, white, stage:iib, alive, 122 days 9.1
                                  TCGA-55-7728-01A 64 years, female, white, stage:ib, alive, 704 days 9.1
                                  TCGA-44-7669-01A 59 years, male, black or african american, stage:iia, dead, 574 days 9.0
                                  TCGA-34-8455-01A 67 years, male, white, stage:iv, dead, 123 days 9.0
                                  TCGA-55-7724-01A 76 years, female, white, stage:ib, alive, 705 days 9.0
                                  TCGA-77-8156-01A 60 years, male, stage:ib, alive, 1106 days 8.8
                                  TCGA-05-5428-01A 57 years, male, stage:iia, alive, 670 days 8.6
                                  TCGA-56-8629-01A 63 years, male, white, stage:iia, alive, 481 days 8.6
                                  TCGA-22-1012-01A 80 years, female, white, stage:ib, dead, 429 days 8.5
                                  TCGA-21-1072-01A 75 years, male, white, stage:ib, alive, 3016 days 8.4
                                  TCGA-78-7154-01A 72 years, male, white, stage:iiia, dead, 593 days 8.3
                                  TCGA-18-4086-01A 65 years, male, stage:ib, dead, 85 days 8.3
                                  TCGA-63-A5MN-01A 78 years, female, stage:iib, dead, 345 days 8.3
                                  TCGA-37-4132-01A 61 years, female, white, stage:iv, alive, 227 days 8.2
                                  TCGA-43-6770-01A 59 years, female, black or african american, stage:ib, alive, 653 days 8.2
                                  TCGA-86-8359-01A 52 years, male, white, stage:iiia, dead, 444 days 8.1
                                  TCGA-85-7696-01A 64 years, male, white, stage:ia, alive, 1111 days 8.1
                                  TCGA-18-3406-01A 67 years, male, white, stage:ia, dead, 371 days 8.1
                                  TCGA-50-6595-01A 74 years, female, white, stage:iiia, dead, 189 days 8.1
                                  TCGA-56-8309-01A 66 years, male, white, stage:ia, alive, 428 days 8.0
                                  TCGA-85-8584-01A 71 years, male, white, stage:iia, dead, 383 days 8.0
                                  TCGA-98-7454-01A 73 years, male, white, stage:ib, alive, 652 days 7.9
                                  TCGA-60-2711-01A 64 years, female, white, stage:ib, alive, 1260 days 7.9
                                  TCGA-93-8067-01A 77 years, male, asian, stage:ib, alive, 186 days 7.7
                                  TCGA-90-A4EE-01A 53 years, male, white, stage:iia, alive, 688 days 7.6
                                  TCGA-77-8154-01A 67 years, male, stage:ia, alive, 1841 days 7.6
                                  TCGA-44-8119-01A 73 years, male, white, stage:iib, alive, 285 days 7.6
                                  TCGA-86-8673-01A 61 years, male, white, stage:ib, alive, 862 days 7.5
                                  TCGA-56-1622-01A 58 years, male, white, stage:ib, dead, 881 days 7.5
                                  TCGA-97-8174-01A 67 years, male, white, stage:iia, dead, 164 days 7.4
                                  TCGA-66-2754-01A 67 years, male, stage:iiia, alive, 61 days 7.4
                                  TCGA-56-5897-01A 74 years, male, white, stage:ia, alive, 378 days 7.3
                                  TCGA-77-7338-01A 64 years, male, white, stage:ib, dead, 5 days 7.2
                                  TCGA-62-A472-01A 70 years, male, white, stage:iib, alive, 910 days 7.2
                                  TCGA-44-7660-01A 72 years, male, white, stage:ib, alive, 592 days 7.2
                                  TCGA-33-AASB-01A 66 years, male, black or african american, stage:ib, dead, 211 days 7.1
                                  TCGA-60-2707-01A 70 years, male, stage:ib, dead, 667 days 7.1
                                  TCGA-49-4487-01A 72 years, female, white, stage:ia, dead, 855 days 7.1
                                  TCGA-56-8622-01A 68 years, male, white, stage:ib, alive, 55 days 7.0
                                  TCGA-60-2706-01A 58 years, male, white, stage:ia, alive, 2820 days 7.0
                                  TCGA-85-8353-01A 72 years, male, white, stage:iiia, dead, 94 days 7.0
                                  TCGA-18-3409-01A 74 years, male, white, stage:ia, alive, 3747 days 7.0
                                  TCGA-22-A5C4-01A 70 years, male, white, stage:iia, alive, 671 days 6.9
                                  TCGA-39-5011-01A 70 years, female, white, stage:ia, alive, 4053 days 6.9
                                  TCGA-50-5936-01A 58 years, male, white, stage:iiia, dead, 257 days 6.9
                                  TCGA-55-7727-01A 71 years, male, white, stage:iiia, alive, 119 days 6.8
                                  TCGA-77-8130-01A 69 years, male, stage:iib, alive, 4765 days 6.8
                                  TCGA-43-7657-01A 68 years, female, white, stage:ia, alive, 236 days 6.7
                                  TCGA-71-8520-01A 60 years, female, asian, stage:ib, dead, 210 days 6.7
                                  TCGA-21-1078-01A 77 years, male, white, stage:ib, dead, 474 days 6.7
                                  TCGA-63-A5MP-01A 57 years, male, stage:iib, alive, 769 days 6.6
                                  TCGA-56-8308-01A 79 years, male, white, stage:iib, alive, 517 days 6.6
                                  TCGA-60-2712-01A 79 years, female, white, stage:iib, dead, 274 days 6.6
                                  TCGA-50-5931-01A 75 years, female, white, stage:ib, dead, 434 days 6.5
                                  TCGA-55-8508-01A 60 years, female, black or african american, stage:iia, alive, 617 days 6.5
                                  TCGA-33-4532-01A 68 years, male, white, stage:ib, dead, 3924 days 6.4
                                  TCGA-18-5595-01A 50 years, male, stage:ib, dead, 827 days 6.4
                                  TCGA-98-A53B-01A 69 years, male, white, stage:ib, dead, 61 days 6.3
                                  TCGA-O2-A52S-01A 58 years, female, white, stage:iii, dead, 387 days 6.3
                                  TCGA-98-8023-01A 70 years, male, white, stage:iiia, alive, 649 days 6.3
                                  TCGA-56-8625-01A 66 years, female, white, stage:iiia, dead, 315 days 6.3
                                  TCGA-86-8358-01A 44 years, male, white, stage:ib, alive, 653 days 6.2
                                  TCGA-78-7146-01A 71 years, female, white, stage:iiia, dead, 173 days 6.0
                                  TCGA-22-1016-01A 65 years, male, white, stage:ib, dead, 822 days 6.0
                                  TCGA-78-7536-01A 70 years, male, white, stage:iiia, dead, 244 days 5.8
                                  TCGA-33-A4WN-01A 61 years, male, white, stage:ib, dead, 143 days 5.8
                                  TCGA-55-8089-01A 56 years, male, white, stage:ia, dead, 702 days 5.7
                                  TCGA-NJ-A4YQ-01A 69 years, female, white, stage:ia, alive, 1432 days 5.7
                                  TCGA-55-8085-01A 64 years, male, white, stage:ia, alive, 904 days 5.7
                                  TCGA-55-7903-01A 64 years, male, white, stage:ia, alive, 567 days 5.7
                                  TCGA-33-A5GW-01A 67 years, male, white, stage:iia, dead, 9 days 5.6
                                  TCGA-73-4666-01A 52 years, female, white, stage:iv, alive, 800 days 5.5
                                  TCGA-05-4418-01A 69 years, male, stage:iiia, dead, 274 days 5.5
                                  TCGA-75-5125-01A male, stage:iib, dead, 2027 days 5.4
                                  TCGA-86-8674-01A 50 years, male, white, stage:iia, alive, 806 days 5.3
                                  TCGA-62-8397-01A 70 years, female, white, stage:iib, alive, 1289 days 5.3
                                  TCGA-77-8136-01A 74 years, female, stage:iib, dead, 1189 days 5.2
                                  TCGA-05-4427-01A 65 years, female, stage:iib, alive, 791 days 5.2
                                  TCGA-56-8305-01A 72 years, male, white, stage:ib, alive, 105 days 5.2
                                  TCGA-66-2742-01A 70 years, male, stage:iv, alive, 641 days 5.2
                                  TCGA-33-6737-01A 71 years, male, white, stage:iiia, dead, 601 days 5.1
                                  TCGA-69-8255-01A 72 years, male, white, stage:ia, alive, 129 days 5.0
                                  TCGA-22-5471-01A 76 years, male, white, stage:ib, alive, 1845 days 5.0
                                  TCGA-56-7823-01B 58 years, female, white, stage:iia, alive, 1011 days 4.9
                                  TCGA-43-2581-01A 47 years, female, white, stage:iiia, alive, 1176 days 4.9
                                  TCGA-85-A4JC-01A 84 years, male, white, stage:iia, dead, 604 days 4.9
                                  TCGA-67-3771-01A 77 years, female, black or african american, stage:ia, alive, 610 days 4.9
                                  TCGA-56-8083-01A 56 years, male, white, stage:ib, alive, 150 days 4.9
                                  TCGA-66-2793-01A 68 years, male, stage:iiib, dead, 306 days 4.9
                                  TCGA-MP-A4TF-01A 58 years, female, white, stage:iia, dead, 336 days 4.8
                                  TCGA-77-6843-01A 74 years, male, white, stage:iia, dead, 2224 days 4.8
                                  TCGA-70-6723-01A 65 years, male, asian, stage:iia, alive, 375 days 4.8
                                  TCGA-97-8171-01A 81 years, male, asian, stage:iv, alive, 568 days 4.8
                                  TCGA-66-2785-01A 65 years, male, stage:ib, alive, 60 days 4.7
                                  TCGA-55-A494-01A 61 years, female, white, stage:ib, alive, 481 days 4.7
                                  TCGA-44-8120-01A 58 years, male, black or african american, stage:ib, alive, 260 days 4.7
                                  TCGA-44-A47A-01A 78 years, female, white, stage:ib, alive, 466 days 4.7
                                  TCGA-94-7557-01A 73 years, male, black or african american, stage:ib, dead, 5 days 4.7
                                  TCGA-67-6215-01A 52 years, female, white, stage:ib, alive, 174 days 4.6
                                  TCGA-55-7726-01A 72 years, female, white, stage:ia, alive, 652 days 4.5
                                  TCGA-77-8133-01A 74 years, male, stage:iia, dead, 1640 days 4.5
                                  TCGA-44-8117-01A 54 years, female, white, stage:ib, alive, 385 days 4.5
                                  TCGA-63-A5MT-01A 74 years, male, stage:iib, alive, 498 days 4.5
                                  TCGA-05-4382-01A 68 years, male, stage:ib, alive, 607 days 4.4
                                  TCGA-66-2727-01A 55 years, female, stage:ib, dead, 516 days 4.3
                                  TCGA-51-6867-01A 72 years, female, white, stage:i, dead, 1856 days 4.3
                                  TCGA-56-A4BW-01A 55 years, male, white, stage:iia, alive, 585 days 4.3
                                  TCGA-55-8620-01A 60 years, male, white, stage:iv, dead, 375 days 4.3
                                  TCGA-66-2766-01A 54 years, male, stage:iiia, alive, 31 days 4.3
                                  TCGA-63-6202-01A male, stage:iia, alive, 1602 days 4.3
                                  TCGA-78-7153-01A 65 years, female, white, stage:ib, alive, 3635 days 4.2
                                  TCGA-60-2723-01A 74 years, female, white, stage:ib, alive, 1092 days 4.2
                                  TCGA-55-7570-01A 60 years, male, black or african american, stage:ia, alive, 824 days 4.2
                                  TCGA-55-A48Y-01A 69 years, male, white, stage:iia, alive, 630 days 4.2
                                  TCGA-37-4133-01A 63 years, male, white, stage:iiia, alive, 238 days 4.1
                                  TCGA-63-A5MI-01A 65 years, male, stage:iiia, alive, 1784 days 4.1
                                  TCGA-NC-A5HL-01A 73 years, male, white, stage:iia, dead, 88 days 3.9
                                  TCGA-66-2765-01A 64 years, male, stage:ib, alive, 61 days 3.9
                                  TCGA-05-4250-01A 79 years, female, stage:iiia, dead, 121 days 3.8
                                  TCGA-46-3765-01A 59 years, female, white, stage:ia, alive, 405 days 3.8
                                  TCGA-78-7539-01A 75 years, female, white, stage:iia, alive, 791 days 3.8
                                  TCGA-44-A47B-01A 79 years, male, white, stage:ib, alive, 287 days 3.8
                                  TCGA-05-4415-01A 57 years, male, stage:iiib, dead, 91 days 3.7
                                  TCGA-05-4426-01A 71 years, male, stage:ib, alive, 791 days 3.7
                                  TCGA-43-A475-01A 67 years, female, white, stage:iib, alive, 296 days 3.7
                                  TCGA-77-8143-01A 76 years, male, stage:iiia, dead, 803 days 3.7
                                  TCGA-43-7658-01A 75 years, female, white, stage:ia, dead, 2378 days 3.6
                                  TCGA-55-7910-01A 50 years, female, black or african american, stage:iia, alive, 1040 days 3.6
                                  TCGA-21-5786-01A 64 years, male, white, stage:ib, alive, 1032 days 3.6
                                  TCGA-78-7540-01A 66 years, female, white, stage:ib, dead, 1197 days 3.5
                                  TCGA-86-8054-01A 61 years, male, white, stage:iib, alive, 1148 days 3.5
                                  TCGA-63-7022-01A female, stage:ia, alive, 2073 days 3.5
                                  TCGA-34-2596-01A 70 years, male, white, stage:iib, dead, 80 days 3.4
                                  TCGA-85-6561-01A 66 years, male, white, stage:ib, alive, 1224 days 3.4
                                  TCGA-63-A5MW-01A 76 years, male, stage:ib, alive, 1639 days 3.3
                                  TCGA-33-4583-01A 73 years, male, white, stage:ia, dead, 4601 days 3.3
                                  TCGA-85-8582-01A 49 years, male, white, stage:ia, alive, 1160 days 3.3
                                  TCGA-39-5030-01A 81 years, female, asian, stage:iiia, dead, 59 days 3.3
                                  TCGA-86-A4D0-01A 48 years, male, white, stage:iia, dead, 116 days 3.3
                                  TCGA-66-2768-01A 57 years, male, stage:iib, alive, 61 days 3.2
                                  TCGA-18-4721-01A 74 years, male, white, stage:ia, alive, 4694 days 3.2
                                  TCGA-34-7107-01A 70 years, male, white, stage:ii, dead, 34 days 3.1
                                  TCGA-NK-A5CR-01A 77 years, male, stage:ib, alive, 2542 days 3.1
                                  TCGA-63-A5MH-01A 68 years, male, stage:ia, alive, 2026 days 3.0
                                  TCGA-69-7761-01A 85 years, male, white, stage:ib, alive, 186 days 3.0
                                  TCGA-44-2665-01A 55 years, female, white, stage:iib, alive, 1301 days 2.9
                                  TCGA-18-3410-01A 81 years, male, stage:iib, dead, 146 days 2.9
                                  TCGA-91-8499-01A 76 years, female, white, stage:ia, alive, 36 days 2.9
                                  TCGA-22-4613-01A 73 years, female, white, stage:ia, dead, 358 days 2.8
                                  TCGA-18-3414-01A 73 years, male, asian, stage:iv, dead, 716 days 2.8
                                  TCGA-37-3789-01A 65 years, male, white, stage:ib, alive, 13 days 2.8
                                  TCGA-55-6642-01A 63 years, male, white, stage:ib, alive, 2449 days 2.7
                                  TCGA-44-7661-01A 69 years, female, white, stage:ib, dead, 557 days 2.7
                                  TCGA-96-A4JK-01A 65 years, male, white, stage:iia, alive, 589 days 2.7
                                  TCGA-97-8547-01A 78 years, female, stage:iiia, alive, 657 days 2.6
                                  TCGA-34-5927-01A 70 years, female, white, stage:ia, alive, 1361 days 2.6
                                  TCGA-77-7465-01A 59 years, male, white, stage:iia, alive, 990 days 2.6
                                  TCGA-86-7955-01A 62 years, male, white, stage:ib, alive, 1072 days 2.6
                                  TCGA-94-7943-01A 80 years, male, white, stage:ia, alive, 559 days 2.6
                                  TCGA-78-7145-01A 52 years, female, white, stage:iv, dead, 826 days 2.5
                                  TCGA-05-4422-01A 68 years, male, stage:ib, alive, 365 days 2.5
                                  TCGA-49-AAR3-01A 69 years, male, black or african american, stage:iib, alive, 1893 days 2.4
                                  TCGA-86-7713-01A 70 years, male, white, stage:iia, alive, 1157 days 2.3
                                  TCGA-18-4083-01A 63 years, male, white, stage:iib, dead, 188 days 2.3
                                  TCGA-34-5236-01A 60 years, male, white, stage:iib, dead, 276 days 2.2
                                  TCGA-22-1011-01A 73 years, male, white, stage:ib, dead, 53 days 2.2
                                  TCGA-58-8390-01A 70 years, male, white, stage:iia, alive, 911 days 2.2
                                  TCGA-85-7844-01A 71 years, male, white, stage:ib, alive, 911 days 2.2
                                  TCGA-66-2791-01A 66 years, male, stage:iiib, dead, 153 days 2.2
                                  TCGA-85-6175-01A 63 years, female, white, stage:iib, dead, 294 days 2.1
                                  TCGA-75-6206-01A male, stage:ib, alive, 2590 days 2.1
                                  TCGA-05-4389-01A 70 years, male, stage:ia, alive, 1369 days 2.1
                                  TCGA-77-A5GH-01A 81 years, male, stage:ib, alive, 1182 days 2.1
                                  TCGA-98-A53J-01A 78 years, male, white, stage:ib, alive, 630 days 2.0
                                  TCGA-22-4599-01A 73 years, female, white, stage:ib, dead, 1161 days 2.0
                                  TCGA-86-8278-01A 63 years, female, white, stage:iib, alive, 944 days 2.0
                                  TCGA-43-3920-01A 71 years, male, white, stage:ib, alive, 1007 days 2.0
                                  TCGA-39-5016-01A 44 years, male, white, stage:iia, alive, 3850 days 2.0
                                  TCGA-78-7159-01A 60 years, female, white, stage:ia, alive, 1974 days 1.9
                                  TCGA-85-8664-01A 73 years, male, white, stage:iib, dead, 550 days 1.9
                                  TCGA-86-8672-01A 59 years, male, white, stage:iib, dead, 19 days 1.9
                                  TCGA-91-6848-01A 59 years, male, white, stage:iiia, alive, 224 days 1.9
                                  TCGA-35-5375-01A 61 years, male, white, stage:iiia, alive, 264 days 1.9
                                  TCGA-68-7757-01B 74 years, male, white, stage:ia, alive, 211 days 1.9
                                  TCGA-55-8615-01A 67 years, male, white, stage:iiia, alive, 446 days 1.9
                                  TCGA-64-1679-01A 58 years, female, white, stage:iiia, alive, 2488 days 1.9
                                  TCGA-49-4506-01A 68 years, female, white, stage:iib, dead, 999 days 1.9
                                  TCGA-95-7567-01A 61 years, male, white, stage:iib, alive, 568 days 1.9
                                  TCGA-95-8494-01A 67 years, male, white, stage:iia, alive, 84 days 1.8
                                  TCGA-63-A5MR-01A 70 years, female, stage:ib, alive, 2716 days 1.8
                                  TCGA-37-4130-01A 56 years, male, white, stage:ia, alive, 247 days 1.8
                                  TCGA-55-7816-01A 49 years, female, white, stage:iv, dead, 468 days 1.8
                                  TCGA-77-8007-01A 68 years, male, stage:iib, dead, 198 days 1.8
                                  TCGA-77-7139-01A 56 years, male, white, stage:iib, alive, 4261 days 1.7
                                  TCGA-62-A46O-01A 65 years, female, white, stage:ib, dead, 1454 days 1.7
                                  TCGA-44-2656-01B 59 years, male, white, stage:ib, alive, 1429 days 1.7
                                  TCGA-34-8456-01A 71 years, female, white, stage:iia, alive, 804 days 1.7
                                  TCGA-33-4533-01A 76 years, female, black or african american, stage:ib, alive, 4068 days 1.7
                                  TCGA-56-8307-01A 55 years, female, white, stage:iib, alive, 818 days 1.7
                                  TCGA-43-8115-01A 72 years, female, white, stage:iia, alive, 407 days 1.6
                                  TCGA-NC-A5HI-01A 68 years, female, white, stage:ib, alive, 1743 days 1.6
                                  TCGA-91-6831-01A 66 years, male, white, stage:ib, alive, 310 days 1.6
                                  TCGA-44-3918-01A 60 years, female, white, stage:ia, alive, 1036 days 1.6
                                  TCGA-34-A5IX-01A 80 years, male, white, stage:iib, alive, 1031 days 1.6
                                  TCGA-44-2668-01B 51 years, male, white, stage:ib, dead, 761 days 1.6
                                  TCGA-92-8065-01A 74 years, female, white, stage:iib, alive, 70 days 1.6
                                  TCGA-62-A471-01A 64 years, male, white, stage:iib, alive, 1246 days 1.6
                                  TCGA-50-6592-01A 71 years, female, white, stage:ib, dead, 777 days 1.6
                                  TCGA-05-4420-01A 41 years, male, stage:ib, alive, 912 days 1.5
                                  TCGA-85-8287-01A 72 years, male, white, stage:ia, dead, 23 days 1.5
                                  TCGA-21-1071-01A 67 years, male, white, stage:ib, dead, 1426 days 1.5
                                  TCGA-64-5781-01A 55 years, female, white, stage:ib, alive, 1559 days 1.5
                                  TCGA-49-6767-01A 46 years, female, white, stage:iib, alive, 677 days 1.5
                                  TCGA-51-4081-01A 55 years, male, white, stage:iib, alive, 911 days 1.5
                                  TCGA-33-AASJ-01A 60 years, male, black or african american, stage:ib, dead, 3600 days 1.5
                                  TCGA-91-6829-01A 79 years, male, white, stage:ib, dead, 1258 days 1.5
                                  TCGA-38-4631-01A 72 years, female, white, stage:ib, dead, 354 days 1.4
                                  TCGA-85-A5B5-01A 58 years, male, white, stage:ia, alive, 111 days 1.4
                                  TCGA-NC-A5HM-01A 76 years, male, white, stage:ib, alive, 1212 days 1.4
                                  TCGA-63-7021-01A male, stage:ia, alive, 2142 days 1.3
                                  TCGA-33-4586-01A 57 years, male, white, stage:iiia, dead, 428 days 1.3
                                  TCGA-92-8064-01A 58 years, male, white, alive, 160 days 1.3
                                  TCGA-43-7656-01A 71 years, male, white, stage:ia, alive, 596 days 1.3
                                  TCGA-77-8145-01A 73 years, male, stage:iiib, dead, 212 days 1.3
                                  TCGA-44-6779-01A 50 years, female, white, stage:iib, dead, 500 days 1.3
                                  TCGA-18-3412-01A 52 years, male, white, stage:ib, dead, 345 days 1.3
                                  TCGA-85-A4CL-01A 65 years, male, white, stage:ia, dead, 921 days 1.3
                                  TCGA-18-5592-01A 57 years, male, stage:iib, alive, 1519 days 1.3
                                  TCGA-53-7813-01A 51 years, female, white, stage:iiib, alive, 424 days 1.3
                                  TCGA-56-8082-01A 80 years, female, white, stage:iia, alive, 455 days 1.3
                                  TCGA-46-3768-01A 58 years, male, white, stage:iiia, dead, 299 days 1.2
                                  TCGA-44-A479-01A 74 years, female, black or african american, stage:ib, alive, 486 days 1.2
                                  TCGA-85-A4JB-01A 74 years, male, white, stage:iib, alive, 942 days 1.2
                                  TCGA-63-A5ML-01A 68 years, male, stage:ib, alive, 1386 days 1.2
                                  TCGA-77-8008-01A 68 years, male, stage:ib, dead, 2639 days 1.2
                                  TCGA-37-4129-01A 52 years, female, white, stage:ia, alive, 242 days 1.2
                                  TCGA-85-8479-01A 66 years, male, white, stage:ia, alive, 468 days 1.2
                                  TCGA-37-5819-01A 65 years, male, white, stage:iiia, alive, 103 days 1.2
                                  TCGA-58-A46N-01A 52 years, male, white, stage:ib, alive, 910 days 1.2
                                  TCGA-21-1081-01A 69 years, male, white, stage:iib, dead, 284 days 1.2
                                  TCGA-64-1678-01A 71 years, female, white, alive, 1189 days 1.2
                                  TCGA-55-7913-01B 61 years, female, black or african american, stage:ia, dead, 561 days 1.2
                                  TCGA-L9-A444-01A 60 years, female, white, stage:ia, alive, 307 days 1.2
                                  TCGA-55-8505-01A 62 years, male, white, stage:iiia, alive, 440 days 1.2
                                  TCGA-56-8504-01A 74 years, male, white, stage:ib, alive, 510 days 1.2
                                  TCGA-94-A4VJ-01A 71 years, female, white, stage:ia, alive, 430 days 1.2
                                  TCGA-NK-A5CT-01A 70 years, male, white, stage:ia, alive, 1997 days 1.2
                                  TCGA-78-7220-01A 53 years, female, white, stage:iiia, dead, 807 days 1.1
                                  TCGA-78-7150-01A 59 years, male, white, stage:iib, dead, 666 days 1.1
                                  TCGA-98-A538-01A 67 years, male, white, stage:iib, alive, 826 days 1.1
                                  TCGA-70-6722-01A 47 years, male, asian, stage:iiia, alive, 367 days 1.1
                                  TCGA-56-7223-01A 66 years, male, white, stage:iiia, dead, 442 days 1.1
                                  TCGA-51-4080-01A 65 years, male, black or african american, stage:iiib, dead, 12 days 1.1
                                  TCGA-22-4594-01A 60 years, female, stage:iiia, dead, 1470 days 1.1
                                  TCGA-80-5611-01A male, stage:ib, alive, 2595 days 1.0
                                  TCGA-NC-A5HO-01A 70 years, female, white, stage:iiia, alive, 1336 days 1.0
                                  TCGA-49-4507-01A 73 years, female, white, stage:iiia, dead, 268 days 1.0
                                  TCGA-39-5040-01A 59 years, male, white, stage:iiia, dead, 519 days 1.0
                                  TCGA-90-7769-01A 55 years, male, white, stage:iib, alive, 358 days 1.0
                                  TCGA-66-2781-01A 67 years, male, stage:ib, alive, 121 days 1.0
                                  TCGA-90-7767-01A 56 years, male, white, stage:iib, alive, 89 days 1.0
                                  TCGA-85-6560-01A 59 years, male, white, stage:iia, alive, 1259 days 1.0
                                  TCGA-NJ-A4YP-01A 52 years, male, white, stage:ib, alive, 50 days 1.0
                                  TCGA-43-6647-01A 69 years, female, white, stage:iib, alive, 757 days 1.0
                                  TCGA-85-7710-01A 59 years, female, white, stage:ia, alive, 42 days 1.0
                                  TCGA-77-6842-01A 79 years, male, white, stage:iib, dead, 899 days 1.0
                                  TCGA-56-A4ZK-01A 76 years, female, white, stage:ib, alive, 570 days 1.0
                                  TCGA-58-A46M-01A 61 years, male, white, stage:iib, alive, 1072 days 1.0
                                  TCGA-33-6738-01A 80 years, male, white, stage:iiia, alive, 1927 days 1.0
                                  TCGA-77-A5GF-01A 70 years, male, stage:iia, dead, 840 days 1.0
                                  TCGA-MP-A4T8-01A 68 years, male, stage:iiia, dead, 161 days 0.9
                                  TCGA-22-5481-01A 72 years, female, white, stage:iib, dead, 2409 days 0.9
                                  TCGA-85-7699-01A 73 years, male, white, stage:iiia, dead, 1001 days 0.9
                                  TCGA-44-A4SS-01A 73 years, male, white, stage:ia, alive, 415 days 0.9
                                  TCGA-44-2662-01A 65 years, male, white, stage:ib, alive, 1280 days 0.9
                                  TCGA-56-A5DR-01A 81 years, male, white, stage:ia, alive, 4 days 0.9
                                  TCGA-77-A5G3-01A 63 years, male, stage:iib, alive, 4570 days 0.9
                                  TCGA-68-8251-01A 78 years, male, white, stage:ib, alive, 406 days 0.9
                                  TCGA-37-A5EL-01A 53 years, male, white, stage:iib, dead, 1143 days 0.9
                                  TCGA-NC-A5HR-01A 75 years, female, white, stage:iia, alive, 1244 days 0.8
                                  TCGA-91-A4BC-01A 59 years, male, white, stage:iia, alive, 44 days 0.8
                                  TCGA-56-8503-01A 76 years, female, white, stage:iib, alive, 41 days 0.8
                                  TCGA-60-2721-01A 73 years, male, white, stage:ib, alive, 983 days 0.8
                                  TCGA-43-A474-01A 66 years, male, white, stage:iia, alive, 353 days 0.8
                                  TCGA-56-A62T-01A 78 years, male, black or african american, stage:iia, alive, 440 days 0.8
                                  TCGA-85-8354-01A 53 years, male, white, stage:ib, alive, 995 days 0.8
                                  TCGA-64-5774-01A 60 years, male, white, stage:ib, alive, 2676 days 0.7
                                  TCGA-55-8096-01A 67 years, female, white, stage:ib, dead, 719 days 0.7
                                  TCGA-39-5034-01A 73 years, female, white, stage:iib, dead, 1107 days 0.7
                                  TCGA-55-5899-01A male, white, alive, 930 days 0.7
                                  TCGA-55-A493-01A 54 years, female, white, stage:ib, alive, 28 days 0.7
                                  TCGA-NC-A5HH-01A 53 years, male, white, stage:ia, alive, 37 days 0.7
                                  TCGA-95-7944-01A 71 years, male, white, stage:ia, alive, 377 days 0.7
                                  TCGA-85-7950-01A 46 years, male, white, stage:ib, alive, 576 days 0.7
                                  TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:iiib, alive, 13 days 0.7
                                  TCGA-43-A56V-01A 61 years, male, black or african american, stage:iiia, alive, 366 days 0.7
                                  TCGA-85-A4QR-01A 67 years, male, white, stage:ib, alive, 600 days 0.7
                                  TCGA-NC-A5HK-01A 58 years, female, white, stage:iib, alive, 128 days 0.7
                                  TCGA-34-5928-01A 83 years, female, white, stage:iib, alive, 1196 days 0.7
                                  TCGA-92-8063-01A 52 years, male, white, stage:iiia, alive, 122 days 0.7
                                  TCGA-34-5239-01A 75 years, male, white, stage:iiia, alive, 1834 days 0.7
                                  TCGA-43-5670-01A 70 years, male, white, stage:iia, alive, 849 days 0.7
                                  TCGA-77-8144-01A 70 years, male, stage:ib, alive, 833 days 0.6
                                  TCGA-58-A46K-01A 59 years, male, white, stage:iiia, dead, 1045 days 0.6
                                  TCGA-66-2795-01A 68 years, male, stage:iiib, alive, 122 days 0.6
                                  TCGA-69-7760-01A 73 years, male, white, stage:iib, alive, 202 days 0.6
                                  TCGA-46-6025-01A 71 years, male, white, stage:iib, alive, 324 days 0.6
                                  TCGA-66-2759-01A 66 years, male, stage:iiia, alive, 762 days 0.6
                                  TCGA-44-5644-01A 51 years, female, white, stage:ib, alive, 863 days 0.6
                                  TCGA-55-7994-01A 81 years, male, white, stage:iib, alive, 603 days 0.6
                                  TCGA-50-6590-01A 72 years, female, white, stage:ib, dead, 1288 days 0.5
                                  TCGA-77-7138-01A 67 years, male, stage:ib, dead, 340 days 0.5
                                  TCGA-56-7579-01A 62 years, male, white, stage:iiia, dead, 951 days 0.5
                                  TCGA-94-8490-01A 70 years, male, white, stage:iib, alive, 153 days 0.5
                                  TCGA-56-A4BX-01A 70 years, male, white, stage:iia, alive, 405 days 0.5
                                  TCGA-66-2780-01A 65 years, male, stage:ib, dead, 366 days 0.5
                                  TCGA-O2-A5IB-01A 71 years, female, white, stage:iii, dead, 340 days 0.5
                                  TCGA-91-6836-01A 52 years, female, white, stage:ib, alive, 417 days 0.5
                                  TCGA-43-6143-01A 70 years, male, white, stage:ib, alive, 699 days 0.5
                                  TCGA-21-1083-01A 75 years, male, white, stage:ia, dead, 1315 days 0.5
                                  TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:iib, alive, 467 days 0.5
                                  TCGA-56-8201-01A 74 years, male, white, stage:iib, dead, 397 days 0.5
                                  TCGA-77-8148-01A 68 years, male, stage:iiia, alive, 2023 days 0.4
                                  TCGA-46-3769-01A 57 years, male, white, alive, 135 days 0.4
                                  TCGA-66-2792-01A 58 years, male, stage:iib, alive, 913 days 0.4
                                  TCGA-52-7810-01A 60 years, female, white, stage:iib, alive, 923 days 0.4
                                  TCGA-90-6837-01A 64 years, male, white, stage:iib, alive, 758 days 0.4
                                  TCGA-38-4630-01A 75 years, female, white, stage:ib, dead, 1073 days 0.4
                                  TCGA-86-7711-01A 70 years, male, white, stage:iia, dead, 1046 days 0.4
                                  TCGA-05-4390-01A 58 years, female, stage:ib, alive, 1126 days 0.4
                                  TCGA-53-7624-01A 40 years, female, white, stage:iv, dead, 1043 days 0.4
                                  TCGA-21-5783-01A 76 years, male, white, stage:ib, dead, 2680 days 0.4
                                  TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:iiia, dead, 408 days 0.4
                                  TCGA-60-2724-01A 47 years, male, white, stage:iiia, alive, 717 days 0.4
                                  TCGA-35-4123-01A 38 years, male, white, stage:ia, alive, 182 days 0.4
                                  TCGA-77-8009-01A 68 years, male, stage:iib, dead, 1695 days 0.4
                                  TCGA-37-3792-01A 69 years, male, white, stage:ib, alive, 12 days 0.4
                                  TCGA-05-4397-01A 65 years, male, stage:iib, dead, 731 days 0.3
                                  TCGA-90-A4ED-01A 69 years, male, white, stage:ib, alive, 615 days 0.3
                                  TCGA-94-A5I6-01A 62 years, male, white, stage:iib, alive, 538 days 0.3
                                  TCGA-77-8128-01A 60 years, male, stage:iiia, dead, 1150 days 0.3
                                  TCGA-33-4566-01A 40 years, male, white, stage:ib, dead, 5287 days 0.3
                                  TCGA-63-A5MJ-01A 54 years, male, stage:iib, alive, 1824 days 0.3
                                  TCGA-98-A53I-01A 64 years, male, white, stage:iia, alive, 565 days 0.3
                                  TCGA-77-7337-01A 65 years, male, white, stage:iib, dead, 3253 days 0.3
                                  TCGA-O2-A52Q-01A 45 years, female, white, stage:iii, dead, 113 days 0.3
                                  TCGA-50-5933-01A 72 years, male, white, stage:iiib, dead, 2393 days 0.3
                                  TCGA-22-4593-01A 77 years, male, white, stage:iia, dead, 1067 days 0.3
                                  TCGA-O2-A52V-01A 75 years, female, black or african american, stage:ii, dead, 1335 days 0.3
                                  TCGA-L3-A524-01A 45 years, female, white, stage:iib, dead, 490 days 0.3
                                  TCGA-21-1079-01A 71 years, male, white, stage:iiia, dead, 965 days 0.3
                                  TCGA-77-8139-01A 72 years, male, stage:iib, alive, 3166 days 0.3
                                  TCGA-44-7662-01A 61 years, male, white, stage:ib, alive, 218 days 0.3
                                  TCGA-18-3417-01A 65 years, male, stage:iv, dead, 1097 days 0.3
                                  TCGA-85-8288-01A 70 years, male, white, stage:iia, dead, 402 days 0.2
                                  TCGA-22-5482-01A 81 years, male, white, stage:ib, dead, 357 days 0.2
                                  TCGA-MP-A4TE-01A 56 years, male, white, stage:iia, dead, 896 days 0.2
                                  TCGA-22-4604-01A 73 years, male, white, stage:iia, dead, 399 days 0.2
                                  TCGA-68-7755-01A 60 years, female, white, stage:iia, alive, 83 days 0.2
                                  TCGA-66-2787-01A 57 years, male, stage:ia, alive, 1217 days 0.2
                                  TCGA-60-2713-01A 64 years, male, white, stage:ib, alive, 1731 days 0.2
                                  TCGA-53-A4EZ-01A 63 years, male, white, stage:iia, alive, 1071 days 0.2
                                  TCGA-85-A50Z-01A 57 years, male, white, stage:iia, alive, 493 days 0.2
                                  TCGA-37-A5EM-01A 49 years, male, white, stage:ii, alive, 867 days 0.2
                                  TCGA-NC-A5HN-01A 77 years, male, white, stage:iia, alive, 1499 days 0.2
                                  TCGA-66-2755-01A 63 years, male, stage:ib, alive, 28 days 0.2
                                  TCGA-60-2708-01A 64 years, female, white, stage:iib, alive, 2447 days 0.2
                                  TCGA-60-2703-01A 73 years, male, white, stage:iib, dead, 2945 days 0.2
                                  TCGA-85-A4CN-01A 56 years, female, white, stage:iib, alive, 1038 days 0.2
                                  TCGA-55-6968-01A 61 years, male, white, stage:iv, dead, 1293 days 0.2
                                  TCGA-18-3419-01A 73 years, male, stage:iib, alive, 2811 days 0.2
                                  TCGA-63-A5MV-01A 69 years, male, stage:iia, alive, 1100 days 0.2
                                  TCGA-62-A46V-01A 78 years, female, white, stage:ib, alive, 2199 days 0.2
                                  TCGA-90-A59Q-01A 61 years, female, white, stage:iia, dead, 322 days 0.2
                                  TCGA-J1-A4AH-01A 70 years, male, white, stage:iia, alive, 581 days 0.2
                                  TCGA-85-8352-01A 67 years, male, white, stage:iiia, dead, 161 days 0.2
                                  TCGA-49-AAR9-01A 61 years, male, black or african american, stage:iib, dead, 260 days 0.1
                                  TCGA-77-8153-01A 77 years, female, stage:ib, alive, 1992 days 0.1
                                  TCGA-33-AASD-01A 83 years, male, black or african american, stage:ia, dead, 3376 days 0.1
                                  TCGA-33-AASL-01A 57 years, female, black or african american, stage:ia, dead, 826 days 0.1
                                  TCGA-85-8070-01A 71 years, male, white, stage:ib, alive, 960 days 0.1
                                  TCGA-63-A5MY-01A 63 years, male, stage:ia, alive, 1052 days 0.1
                                  TCGA-33-4589-01A 62 years, female, white, stage:iib, dead, 47 days 0.1
                                  TCGA-55-6975-01A male, white, stage:iib, dead, 118 days 0.1
                                  TCGA-NC-A5HE-01A 60 years, male, white, stage:iib, alive, 2336 days 0.1
                                  TCGA-33-4587-01A 63 years, female, white, stage:ib, dead, 1656 days 0.1
                                  TCGA-66-2756-01A 68 years, male, stage:iiib, alive, 30 days 0.1
                                  TCGA-4B-A93V-01A 52 years, female, black or african american, stage:ia, dead, 300 days 0.1
                                  TCGA-18-3416-01A 83 years, male, stage:iib, dead, 973 days 0.1
                                  TCGA-85-8481-01A 70 years, male, white, stage:iib, dead, 236 days 0.1
                                  TCGA-56-7582-01A 84 years, male, white, stage:ib, alive, 601 days 0.1
                                  TCGA-77-6845-01A 69 years, male, white, stage:iib, dead, 708 days 0.1
                                  TCGA-55-7815-01A 77 years, male, stage:ib, alive, 773 days 0.1
                                  TCGA-64-5775-01A 71 years, male, white, stage:iiia, dead, 62 days 0.1
                                  TCGA-21-A5DI-01A 77 years, male, white, stage:ia, alive, 979 days 0.1
                                  TCGA-NC-A5HD-01A 79 years, male, white, stage:iib, dead, 2 days 0.1
                                  TCGA-56-7580-01A 84 years, male, white, stage:ib, alive, 925 days 0.1
                                  TCGA-85-6798-01A 57 years, male, white, stage:iiia, dead, 195 days 0.1
                                  TCGA-55-A490-01A 78 years, male, white, stage:iia, dead, 99 days 0.1
                                  TCGA-92-7341-01A 71 years, male, white, stage:ib, alive, 106 days 0.1
                                  TCGA-85-A511-01A 62 years, male, white, stage:iib, dead, 455 days 0.0
                                  TCGA-NC-A5HG-01A 59 years, male, white, stage:iiia, alive, 1963 days 0.0
                                  TCGA-50-6594-01A 79 years, female, black or african american, stage:iiia, dead, 370 days 0.0
                                  TCGA-43-6771-01A 85 years, male, white, stage:ib, dead, 166 days 0.0
                                  TCGA-78-7155-01A 68 years, male, white, stage:ib, dead, 1171 days 0.0
                                  TCGA-18-3408-01A 77 years, female, white, stage:ib, dead, 2304 days 0.0
                                  TCGA-85-8666-01A 65 years, male, white, stage:ib, dead, 687 days 0.0
                                  TCGA-MF-A522-01A 54 years, male, white, stage:ib, dead, 360 days 0.0
                                  TCGA-77-7140-01A 69 years, female, white, stage:iib, dead, 632 days 0.0
                                  TCGA-63-A5MM-01A 69 years, female, stage:iib, dead, 456 days 0.0
                                  Show allShow less
                                  2.414.080.90.0198.105,00010,00015,00020,00025,00030,00035,00040,000
                                  2.414.080.90.0198.105,00010,00015,00020,00025,00030,00035,00040,000
                                  LUNG CANCER - Protein expressioni

                                  A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

                                  Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

                                  Pending cancer tissue analysis

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