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PATHOLOGY ATLAS RENAL CANCER

GENE/PROTEIN

Antibody validation

Dictionary

Renal cancer

RENAL CANCER - Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.

The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.

Renal cancer
Kidney Renal Clear Cell Carcinoma (KIRC)
Kidney Renal Papillary Cell Carcinoma (KIRP)
Kidney Chromophobe (KICH)

Best separation

Median separation

Expression cutoffi

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

98.0 FPKM 124.6 FPKM

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.

63% 63%

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.

77% 74%

Log-rank P valuei

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

1.09e-5 (Prognostic, unfavourable) 5.71e-3

Interactive survival scatter plot (individual patient data)i

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. 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 changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.




Stage:

TCGA RNA samplesi

RNA-seq data is reported as median 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

210.3

Number of samples

877

Samples

Sample

Description

FPKM

TCGA-BQ-7049-01A 45 years, female, white, stage:i 1596.9
TCGA-A3-3378-01A 60 years, male, white, stage:i 1592.2
TCGA-B1-5398-01A 73 years, male, white, stage:iii 1317.3
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 1270.0
TCGA-AK-3425-01A 68 years, male, white, stage:i 1241.4
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i 1229.5
TCGA-BQ-5888-01A 74 years, female, white, stage:i 1222.1
TCGA-CW-6087-01A 61 years, male, white, stage:iv 1203.3
TCGA-B0-5094-01A 62 years, male, white, stage:iv 1185.1
TCGA-B8-5158-01A 56 years, male, white, stage:iii 1169.8
TCGA-BP-5189-01A 60 years, male, white, stage:i 1145.3
TCGA-A4-7997-01A 67 years, male, white, stage:i 1097.7
TCGA-BP-4163-01A 60 years, female, white, stage:iii 1095.2
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i 1027.6
TCGA-BP-4787-01A 59 years, female, white, stage:iv 1010.2
TCGA-IA-A83T-01A 80 years, male, white 1006.6
TCGA-BP-5175-01A 60 years, male, white, stage:i 1001.4
TCGA-B0-4848-01A 54 years, male, white, stage:iii 960.0
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 952.4
TCGA-BP-4803-01A 79 years, male, white, stage:iii 929.8
TCGA-HE-A5NK-01A 82 years, male 927.2
TCGA-B2-5641-01A 79 years, male, white, stage:i 917.3
TCGA-CJ-5686-01A 59 years, female, white, stage:i 904.0
TCGA-IA-A83W-01A 70 years, male, white, stage:i 903.7
TCGA-5P-A9K4-01A 54 years, male, white 902.3
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv 900.9
TCGA-CJ-6030-01A 66 years, male, white, stage:i 855.3
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 850.4
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii 846.2
TCGA-5P-A9JW-01A 64 years, male, white 845.9
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii 837.5
TCGA-BP-4798-01A 74 years, male, white 804.2
TCGA-GL-A9DD-01A 69 years, male, white, stage:i 794.9
TCGA-A3-3319-01A 70 years, male, white, stage:i 793.9
TCGA-BQ-7059-01A 71 years, male, white, stage:i 780.6
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i 773.2
TCGA-CW-6097-01A 32 years, male, white, stage:iii 770.7
TCGA-EU-5905-01A 67 years, female, white, stage:i 770.3
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii 769.1
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 761.0
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 760.6
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 733.1
TCGA-AS-3777-01A 63 years, male, white, stage:i 730.8
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii 722.0
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 721.0
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii 716.6
TCGA-BP-4173-01A 47 years, male, white, stage:ii 697.9
TCGA-CZ-4866-01A 79 years, female, white, stage:i 693.9
TCGA-CW-5588-01A 78 years, female, white, stage:i 689.4
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 684.7
TCGA-DZ-6132-01A 69 years, male, stage:i 684.0
TCGA-BQ-7048-01A 64 years, male, white, stage:iii 676.1
TCGA-BP-5009-01A 52 years, male, white, stage:i 674.2
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 648.3
TCGA-B0-5107-01A 65 years, female, white, stage:iv 643.7
TCGA-DZ-6134-01A 69 years, male, white, stage:i 641.8
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 637.3
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii 637.0
TCGA-EV-5903-01A 57 years, male, white, stage:i 635.8
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i 634.9
TCGA-B8-5549-01A 53 years, male, white, stage:i 630.9
TCGA-5P-A9KA-01A 61 years, male, white 628.0
TCGA-DZ-6135-01A 45 years, male, stage:i 627.4
TCGA-CZ-5984-01A 51 years, male, white, stage:i 627.3
TCGA-B8-5164-01A 65 years, male, white, stage:iii 623.1
TCGA-BP-4986-01A 75 years, male, white, stage:i 618.6
TCGA-DW-7838-01A 66 years, male, white, stage:i 609.5
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 599.7
TCGA-B0-4842-01A 74 years, female, white, stage:iii 595.8
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 595.3
TCGA-B0-5697-01A 50 years, male, white, stage:i 594.3
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 593.4
TCGA-DV-5568-01A 26 years, male, white, stage:i 587.6
TCGA-A3-3323-01A 53 years, male, white, stage:i 587.0
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 578.0
TCGA-B9-5156-01A 51 years, male, white 577.2
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i 575.6
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii 569.7
TCGA-B0-4817-01A 81 years, male, white, stage:iii 567.8
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii 566.6
TCGA-BP-5191-01A 80 years, male, white, stage:iii 566.6
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii 560.8
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 557.5
TCGA-BP-5196-01A 54 years, male, white, stage:i 557.0
TCGA-IA-A83S-01A 81 years, male, white 551.9
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii 545.1
TCGA-B1-A47O-01A 54 years, female, white, stage:i 544.5
TCGA-B0-5701-01A 65 years, male, white, stage:iii 544.2
TCGA-5P-A9KC-01A 51 years, female, white 539.6
TCGA-A3-3347-01A 76 years, female, white, stage:iii 531.5
TCGA-BP-5183-01A 57 years, male, white, stage:iii 531.1
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 527.2
TCGA-B0-5106-01A 64 years, male, white, stage:i 524.1
TCGA-CZ-4862-01A 46 years, male, white, stage:i 522.8
TCGA-B0-4827-01A 77 years, female, white, stage:iii 518.8
TCGA-BP-5176-01A 78 years, female, white, stage:i 514.3
TCGA-A3-3382-01A 69 years, male, white, stage:i 512.7
TCGA-IA-A83V-01A 63 years, male, white, stage:i 510.8
TCGA-B0-4815-01A 65 years, male, white, stage:iii 509.2
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 501.7
TCGA-BP-4763-01A 79 years, female, white, stage:i 500.3
TCGA-BP-4782-01A 55 years, female, white, stage:i 486.0
TCGA-BQ-5894-01A 42 years, male, stage:iv 484.0
TCGA-B0-4816-01A 49 years, male, white, stage:ii 481.6
TCGA-B4-5838-01A 52 years, male, white 479.7
TCGA-EU-5907-01A 81 years, male, white, stage:iii 478.1
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 477.3
TCGA-GL-A4EM-01A 62 years, male, white, stage:i 476.4
TCGA-A3-3308-01A 77 years, female, white, stage:iii 475.4
TCGA-BP-4967-01A 76 years, male, white, stage:iii 471.5
TCGA-DV-5574-01A 37 years, male, white, stage:i 461.9
TCGA-BP-4768-01A 72 years, female, white, stage:i 460.5
TCGA-BP-4161-01A 74 years, male, white, stage:i 459.0
TCGA-B0-4844-01A 60 years, male, white, stage:iv 456.0
TCGA-B8-5550-01A 71 years, male, white, stage:iii 454.9
TCGA-CZ-4854-01A 68 years, male, white, stage:i 453.2
TCGA-CZ-4865-01A 70 years, female, white, stage:i 448.9
TCGA-5P-A9JV-01A 49 years, male, white 442.0
TCGA-B0-5707-01A 39 years, female, white, stage:i 440.7
TCGA-GL-7773-01A 63 years, male, white, stage:i 440.6
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 439.6
TCGA-CZ-5466-01A 67 years, male, stage:iii 438.3
TCGA-B0-4837-01A 63 years, male, white, stage:i 436.9
TCGA-Y8-A897-01A 68 years, female, white, stage:i 428.6
TCGA-P4-A5E7-01A 74 years, female, white, stage:i 427.2
TCGA-B2-5633-01B 56 years, male, white, stage:i 425.5
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 424.1
TCGA-B8-5163-01A 63 years, female, white, stage:iii 423.0
TCGA-BP-4960-01A 46 years, male, white, stage:ii 420.9
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i 419.9
TCGA-B0-5706-01A 45 years, male, white, stage:ii 419.2
TCGA-B4-5836-01A 61 years, female, white, stage:i 415.7
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i 414.8
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii 414.3
TCGA-A3-3311-01A 58 years, male, stage:i 413.1
TCGA-BP-5000-01A 40 years, male, white, stage:i 404.6
TCGA-BP-5010-01A 63 years, male, white, stage:iii 402.1
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 401.8
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii 396.1
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 395.7
TCGA-B0-5116-01A 53 years, male, white, stage:iii 393.2
TCGA-MH-A856-01A 54 years, male, white, stage:i 391.4
TCGA-CJ-5671-01A 51 years, male, white, stage:i 391.2
TCGA-BP-4771-01A 62 years, male, white, stage:iv 386.2
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 385.4
TCGA-BP-4781-01A 78 years, male, white, stage:i 382.8
TCGA-BP-5180-01A 53 years, male, white, stage:i 381.6
TCGA-B0-5402-01A 64 years, male, white, stage:iv 380.5
TCGA-BP-5170-01A 55 years, male, white, stage:i 379.7
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i 377.3
TCGA-B8-5553-01A 67 years, female, white, stage:i 375.7
TCGA-DV-5569-01A 29 years, female, white, stage:i 372.3
TCGA-B8-4622-01A 57 years, male, white, stage:iv 370.3
TCGA-P4-AAVM-01A 69 years, male, white, stage:i 364.8
TCGA-BP-5187-01A 54 years, male, white, stage:i 364.5
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 363.5
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 363.4
TCGA-B2-4102-01A 61 years, male, white, stage:i 360.3
TCGA-B2-5635-01A 74 years, male, white, stage:i 360.2
TCGA-BP-5174-01A 45 years, female, white, stage:i 360.1
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 359.8
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i 359.5
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i 357.2
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 351.5
TCGA-A3-3346-01A 68 years, male, white, stage:i 350.5
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 348.6
TCGA-AS-3778-01A 35 years, male, white, stage:i 348.4
TCGA-CW-5580-01A 73 years, female, white, stage:iv 348.2
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 346.9
TCGA-A3-3351-01A 42 years, male, white, stage:ii 346.1
TCGA-B0-5694-01A 71 years, male, white, stage:iii 346.0
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 345.4
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 344.5
TCGA-B9-A69E-01A 71 years, male, white, stage:iii 344.1
TCGA-BP-5178-01A 71 years, male, white, stage:iv 339.8
TCGA-B0-5077-01A 77 years, male, white, stage:i 337.8
TCGA-BP-5190-01A 61 years, male, white, stage:i 336.2
TCGA-B0-4839-01A 80 years, female, white, stage:i 334.6
TCGA-A3-3316-01A 57 years, male, white, stage:ii 331.4
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 331.2
TCGA-BP-4973-01A 47 years, male, white, stage:iii 330.9
TCGA-CW-5590-01A 51 years, male, white, stage:iv 327.7
TCGA-A3-3387-01A 49 years, male, white, stage:i 327.2
TCGA-CJ-6031-01A 54 years, male, white, stage:i 327.0
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 327.0
TCGA-BP-4963-01A 64 years, male, white, stage:i 326.7
TCGA-BP-5195-01A 75 years, male, white, stage:i 321.7
TCGA-CW-5584-01A 74 years, male, white, stage:iii 321.1
TCGA-AK-3436-01A 40 years, male, white, stage:iv 312.4
TCGA-B0-5709-01A 62 years, female, white, stage:iii 312.2
TCGA-BQ-5879-01A 32 years, female, white, stage:iii 312.2
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 312.2
TCGA-BP-4176-01A 64 years, male, white, stage:i 310.1
TCGA-B1-A656-01A 64 years, male, white, stage:i 310.0
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii 309.0
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 308.9
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 306.5
TCGA-B0-4690-01A 65 years, male, white, stage:iv 306.3
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 305.2
TCGA-J7-8537-01A 37 years, female, asian, stage:iii 304.7
TCGA-B0-4694-01A 72 years, male, white, stage:iii 303.4
TCGA-CJ-5672-01A 84 years, male, white, stage:i 303.0
TCGA-CJ-4889-01A 63 years, female, white, stage:i 300.0
TCGA-BP-4353-01A 61 years, male, white, stage:i 299.7
TCGA-B0-5400-01A 59 years, female, white, stage:iii 299.7
TCGA-BP-4804-01A 59 years, male, white, stage:i 298.9
TCGA-B0-5081-01A 80 years, female, white, stage:iii 298.6
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 295.2
TCGA-BP-4326-01A 53 years, female, white, stage:i 295.0
TCGA-B0-4691-01A 55 years, male, white, stage:iv 291.2
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii 289.5
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 288.4
TCGA-A3-3343-01A 79 years, male, white, stage:ii 284.8
TCGA-BP-4170-01A 72 years, female, white, stage:i 284.8
TCGA-A3-3358-01A 57 years, female, white, stage:i 282.5
TCGA-B1-A655-01A 77 years, female, white, stage:i 281.8
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii 281.2
TCGA-BQ-5886-01A 75 years, male, white, stage:iii 278.6
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 278.1
TCGA-BP-5007-01A 46 years, male, white, stage:ii 277.9
TCGA-A3-3335-01A 41 years, male, white, stage:ii 276.6
TCGA-5P-A9K9-01A 59 years, female, white 275.4
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 273.6
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 273.1
TCGA-CJ-5689-01A 90 years, male, white, stage:i 272.0
TCGA-WN-A9G9-01A male, white, stage:i 269.5
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 268.6
TCGA-5P-A9KE-01A 70 years, male, white 266.3
TCGA-B0-5075-01A 77 years, female, white, stage:iii 266.2
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i 266.0
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 264.3
TCGA-CJ-4635-01A 48 years, male, white, stage:i 263.3
TCGA-BP-4968-01A 40 years, male, white, stage:i 261.8
TCGA-B0-5692-01A 66 years, female, white, stage:iii 259.6
TCGA-P4-A5ED-01A 51 years, male, white, stage:i 258.8
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 258.5
TCGA-B0-5080-01A 63 years, male, white, stage:iv 258.0
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 257.0
TCGA-B4-5832-01A 65 years, male, white, stage:iii 252.6
TCGA-B0-4836-01A 61 years, male, white, stage:iv 252.0
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i 251.9
TCGA-BP-4998-01A 49 years, male, asian, stage:i 250.0
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i 249.4
TCGA-AK-3426-01A 37 years, male, white, stage:iii 249.0
TCGA-BQ-5880-01A 79 years, male, white, stage:iii 246.8
TCGA-BP-4797-01A 34 years, male, white, stage:iii 245.3
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 244.4
TCGA-B4-5835-01A 64 years, female, white, stage:i 243.5
TCGA-CJ-6027-01A 77 years, male, white, stage:i 242.1
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i 241.9
TCGA-KV-A6GD-01A 85 years, male, white, stage:i 241.6
TCGA-B8-5552-01B 41 years, female, white, stage:i 240.9
TCGA-B0-5108-01A 54 years, male, white, stage:iii 240.7
TCGA-CZ-4856-01A 62 years, female, white, stage:i 240.4
TCGA-HE-A5NH-01A 62 years, male, stage:i 239.0
TCGA-Y8-A898-01A 69 years, male, white, stage:i 238.9
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 238.7
TCGA-CW-5587-01A 62 years, female, white, stage:iii 238.1
TCGA-B0-5092-01A 53 years, female, white, stage:iv 237.4
TCGA-BQ-7046-01A 61 years, male, white, stage:i 237.1
TCGA-CW-5581-01A 44 years, male, white, stage:i 236.2
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 236.0
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 235.5
TCGA-BP-4769-01A 63 years, male, white, stage:i 234.9
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii 233.5
TCGA-B0-5113-01A 69 years, female, white, stage:iii 233.0
TCGA-AL-3473-01A 55 years, male, white, stage:ii 231.6
TCGA-BQ-5885-01A 63 years, male, white, stage:iii 231.3
TCGA-BP-4351-01A 51 years, female, white, stage:iii 230.7
TCGA-AK-3450-01A 85 years, female, white, stage:i 230.4
TCGA-A3-3306-01A 67 years, male, white, stage:i 230.2
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 229.8
TCGA-B0-5120-01A 72 years, female, white, stage:i 227.2
TCGA-A3-3349-01A 34 years, female, white, stage:i 226.7
TCGA-B8-5162-01A 63 years, male, white, stage:ii 225.3
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 224.1
TCGA-BP-4959-01A 49 years, male, white, stage:i 223.4
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i 223.0
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 222.6
TCGA-BP-4807-01A 42 years, male, white, stage:i 222.0
TCGA-B0-4823-01A 88 years, male, white, stage:i 222.0
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 221.6
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 220.6
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 220.5
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 218.7
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii 217.8
TCGA-A4-7286-01A 42 years, male, white 216.7
TCGA-SX-A7SN-01A 52 years, male, white, stage:i 216.7
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i 216.4
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 215.8
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii 215.3
TCGA-CJ-4903-01A 50 years, male, white, stage:i 215.2
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i 214.2
TCGA-BP-5182-01A 56 years, male, white, stage:i 213.8
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i 213.1
TCGA-B0-4838-01A 69 years, female, white, stage:i 212.8
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i 212.8
TCGA-BP-4354-01A 41 years, male, white, stage:iv 212.5
TCGA-A3-3357-01A 62 years, male, white, stage:ii 212.5
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 212.0
TCGA-B0-4810-01A 47 years, male, white, stage:iii 210.9
TCGA-B0-4693-01A 73 years, female, white, stage:iii 210.1
TCGA-BQ-5889-01A 63 years, male, white, stage:iv 210.0
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i 207.6
TCGA-CZ-4853-01A 82 years, male, white, stage:i 206.6
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv 204.3
TCGA-BP-4169-01A 76 years, female, white, stage:ii 203.4
TCGA-WN-AB4C-01A female, white, stage:i 202.6
TCGA-BP-4981-01A 75 years, female, white, stage:iii 202.3
TCGA-BQ-5875-01A 66 years, female, white, stage:iii 201.6
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv 199.6
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 199.4
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i 199.0
TCGA-O9-A75Z-01A 44 years, male, white, stage:i 198.7
TCGA-AK-3429-01A 54 years, female, white, stage:ii 198.2
TCGA-BP-4346-01A 57 years, male, white, stage:iii 196.4
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 194.6
TCGA-B0-5095-01A 81 years, male, white, stage:iii 194.0
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 193.7
TCGA-BP-4160-01A 67 years, male, white, stage:iii 193.7
TCGA-CJ-4920-01A 64 years, female, white, stage:i 193.6
TCGA-B0-5084-01A 33 years, male, white, stage:iv 192.8
TCGA-AL-7173-01A 72 years, female, white, stage:iv 191.8
TCGA-BP-4162-01A 65 years, female, white, stage:i 191.6
TCGA-B0-5088-01A 53 years, male, white, stage:i 190.9
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 190.4
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 190.3
TCGA-B0-5115-01A 43 years, male, white, stage:iv 189.8
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i 187.8
TCGA-BP-4992-01A 66 years, male, white, stage:i 187.7
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 187.5
TCGA-B8-5165-01A 43 years, male, white, stage:i 187.2
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i 184.4
TCGA-A3-3331-01A 86 years, female, white, stage:i 182.9
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 182.2
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 181.9
TCGA-B0-4846-01A 52 years, male, white, stage:iv 181.5
TCGA-BP-4962-01A 58 years, male, white, stage:ii 180.6
TCGA-B0-4712-01A 76 years, male, white, stage:iv 179.2
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i 179.0
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii 179.0
TCGA-A4-7585-01A 67 years, male, white, stage:iii 178.7
TCGA-B2-3924-01A 73 years, male, white, stage:i 178.7
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i 178.5
TCGA-B0-5705-01A 65 years, female, white, stage:i 178.1
TCGA-BP-5198-01A 72 years, male, white, stage:iii 177.6
TCGA-BP-4801-01A 57 years, male, white, stage:i 177.6
TCGA-G7-6790-01A 57 years, male, white, stage:i 177.2
TCGA-A3-3329-01A 75 years, male, white, stage:i 177.0
TCGA-CJ-5683-01A 78 years, male, white, stage:i 176.9
TCGA-BP-4982-01A 42 years, male, white, stage:i 176.2
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 175.4
TCGA-B0-4818-01A 68 years, female, white, stage:ii 175.1
TCGA-BP-5201-01A 63 years, male, white, stage:iv 172.0
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 170.0
TCGA-Y8-A896-01A 62 years, male, white, stage:iii 169.7
TCGA-AK-3445-01A 69 years, male, white, stage:iii 169.5
TCGA-SX-A71W-01A 66 years, male, white, stage:i 168.9
TCGA-BP-4964-01A 55 years, female, white, stage:i 167.7
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii 167.2
TCGA-5P-A9K2-01A 62 years, male, white 166.2
TCGA-BP-4972-01A 43 years, female, white, stage:iii 164.7
TCGA-CW-5589-01A 52 years, male, white, stage:i 163.9
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i 163.6
TCGA-CJ-4886-01A 43 years, female, white, stage:i 162.1
TCGA-IA-A40U-01A 56 years, male, white, stage:iii 161.8
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 160.7
TCGA-BP-4961-01A 47 years, male, white, stage:i 159.8
TCGA-HE-A5NF-01A 58 years, male, stage:i 158.9
TCGA-B0-4819-01A 60 years, female, white, stage:iv 158.7
TCGA-CJ-4872-01A 51 years, male, white, stage:i 158.0
TCGA-B0-4718-01A 57 years, male, white, stage:iii 157.5
TCGA-BQ-7044-01A 73 years, male, white, stage:iii 156.8
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii 154.6
TCGA-B2-5636-01A 79 years, male, white, stage:i 153.8
TCGA-CJ-4908-01A 38 years, male, white, stage:i 153.7
TCGA-B0-5702-01A 71 years, male, white, stage:i 153.4
TCGA-DV-5573-01A 41 years, male, white, stage:i 152.6
TCGA-P4-AAVO-01A 69 years, male, white, stage:i 152.0
TCGA-A3-3324-01A 51 years, male, white, stage:i 151.7
TCGA-B0-5104-01A 90 years, female, white, stage:i 151.4
TCGA-CW-5591-01A 56 years, male, white, stage:iv 151.3
TCGA-B2-5639-01A 46 years, male, white, stage:iv 150.1
TCGA-BP-5200-01A 44 years, male, white, stage:ii 148.7
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 148.5
TCGA-BP-4174-01A 49 years, male, white, stage:ii 148.4
TCGA-A3-3325-01A 52 years, male, white, stage:i 146.6
TCGA-B4-5377-01A 68 years, female, white, stage:iv 146.6
TCGA-B3-3925-01A 52 years, male, white, stage:iii 146.5
TCGA-B0-5102-01A 74 years, female, white, stage:i 146.3
TCGA-CZ-5988-01A 38 years, male, white, stage:i 146.3
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 144.3
TCGA-BP-4987-01A 41 years, female, asian, stage:i 143.9
TCGA-BP-4985-01A 72 years, male, white, stage:iii 143.2
TCGA-G7-6796-01A 58 years, male, white, stage:i 142.3
TCGA-BP-4159-01A 70 years, male, white, stage:i 141.8
TCGA-BP-4991-01A 54 years, male, white, stage:i 141.7
TCGA-BP-4177-01A 65 years, male, white, stage:i 141.7
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i 141.5
TCGA-A3-3326-01A 47 years, male, white, stage:i 141.5
TCGA-BP-4974-01A 58 years, male, white, stage:iv 141.2
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i 140.4
TCGA-BP-4761-01A 57 years, male, white, stage:iii 140.3
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 140.2
TCGA-CZ-5470-01A 72 years, female, stage:ii 140.0
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i 139.8
TCGA-BP-4989-01A 58 years, male, white, stage:iii 139.0
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i 138.8
TCGA-B3-3926-01A 59 years, female, white, stage:i 138.4
TCGA-A3-3359-01A 82 years, female, white, stage:i 138.3
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 138.2
TCGA-BQ-5887-01A 54 years, male, white, stage:iii 138.2
TCGA-BP-4338-01A 43 years, male, white, stage:i 138.1
TCGA-BQ-5882-01A 54 years, male, stage:iii 137.2
TCGA-BP-4965-01A 46 years, male, white, stage:i 137.0
TCGA-CJ-4892-01A 65 years, female, white, stage:i 136.4
TCGA-A4-7996-01A 61 years, female, white, stage:i 136.4
TCGA-B0-4696-01A 58 years, male, white, stage:iii 136.3
TCGA-BQ-5890-01A 69 years, male, white, stage:iii 135.6
TCGA-B0-5096-01A 72 years, female, white, stage:iii 135.0
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 135.0
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i 134.7
TCGA-BP-4352-01A 74 years, female, white, stage:iv 134.3
TCGA-B0-4843-01A 57 years, male, white, stage:iii 133.7
TCGA-BP-4977-01A 57 years, male, white, stage:i 133.5
TCGA-BP-4329-01A 75 years, male, white, stage:iii 133.1
TCGA-BP-5004-01A 53 years, male, white, stage:i 131.9
TCGA-BP-4331-01A 52 years, male, white, stage:i 131.8
TCGA-EU-5906-01A 55 years, male, white, stage:i 131.8
TCGA-DV-5566-01A 67 years, female, white, stage:i 130.5
TCGA-GL-A59T-01A 46 years, male, white, stage:i 129.6
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 129.3
TCGA-BQ-5878-01A 79 years, female, white, stage:iii 127.7
TCGA-B2-4101-01A 52 years, male, white, stage:ii 126.3
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 126.2
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii 125.9
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 125.2
TCGA-BP-4790-01A 76 years, male, white, stage:i 124.9
TCGA-IZ-8195-01A 82 years, male, white, stage:ii 124.6
TCGA-A4-8516-01A 62 years, male, white, stage:iii 123.6
TCGA-B0-4701-01A 66 years, female, white, stage:iv 122.1
TCGA-B0-4714-01A 81 years, male, white, stage:iv 121.2
TCGA-A3-3372-01A 64 years, male, white, stage:iii 119.2
TCGA-A4-8518-01A 48 years, male, white, stage:i 119.1
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i 119.1
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 119.0
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 118.8
TCGA-A3-3362-01A 60 years, female, white, stage:i 118.0
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 117.9
TCGA-B9-4117-01A 48 years, female, black or african american 117.2
TCGA-BP-4975-01A 40 years, male, white, stage:i 117.1
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 116.7
TCGA-BP-4343-01A 64 years, male, white, stage:iii 116.6
TCGA-A3-3367-01A 72 years, male, white, stage:i 116.4
TCGA-BP-4345-01A 62 years, male, white, stage:iii 114.5
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 114.4
TCGA-BP-4325-01A 64 years, female, white, stage:i 114.2
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii 114.0
TCGA-BP-4976-01A 77 years, male, white, stage:i 113.7
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 112.7
TCGA-B0-4713-01A 76 years, female, white, stage:iii 111.7
TCGA-AK-3431-01A 62 years, female, white, stage:ii 111.5
TCGA-B8-4148-01A 63 years, female, white, stage:i 111.3
TCGA-CJ-4874-01A 73 years, female, white, stage:i 111.3
TCGA-B0-4822-01A 78 years, male, white, stage:ii 111.0
TCGA-B0-4945-01A 75 years, female, white, stage:i 110.8
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii 110.8
TCGA-BP-5194-01A 39 years, male, white, stage:i 110.7
TCGA-BP-4337-01A 76 years, female, white, stage:iii 110.1
TCGA-EV-5901-01A 47 years, female, white, stage:i 109.6
TCGA-BP-4355-01A 59 years, female, white, stage:iii 109.5
TCGA-B8-5159-01A 61 years, female, white, stage:i 109.2
TCGA-B0-4833-01A 82 years, female, white, stage:i 108.5
TCGA-BP-4335-01A 65 years, female, white, stage:iv 108.4
TCGA-B0-4813-01A 68 years, male, white, stage:iii 108.0
TCGA-B2-4099-01A 83 years, male, white, stage:i 107.7
TCGA-B0-5812-01A 53 years, male, white, stage:i 107.3
TCGA-BP-4327-01A 75 years, female, white, stage:ii 106.7
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 106.7
TCGA-B0-4814-01A 58 years, male, white, stage:iv 106.3
TCGA-CZ-5982-01A 59 years, female, white, stage:i 106.1
TCGA-BP-4344-01A 75 years, female, white, stage:i 105.9
TCGA-A4-8310-01A 58 years, male, white, stage:iii 105.8
TCGA-B0-5696-01A 70 years, male, white, stage:iii 104.9
TCGA-SX-A71U-01A 57 years, male, white, stage:i 104.1
TCGA-B0-4706-01A 61 years, male, white, stage:iii 103.9
TCGA-B0-4700-01A 60 years, male, white, stage:iv 103.6
TCGA-AL-3466-01A 41 years, male, white, stage:iv 103.2
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 102.6
TCGA-B8-4143-01A 66 years, female, white, stage:iv 102.4
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i 101.9
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i 101.8
TCGA-GL-A9DC-01A 66 years, female, white, stage:i 101.7
TCGA-AK-3455-01A 71 years, female, white, stage:iii 101.2
TCGA-4A-A93X-01A 58 years, male, white, stage:iv 101.1
TCGA-AK-3454-01A 84 years, male, white, stage:i 100.9
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i 100.0
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii 99.3
TCGA-B8-4154-01A 73 years, female, white, stage:i 99.1
TCGA-B0-4847-01A 60 years, male, white, stage:iv 98.3
TCGA-AK-3453-01A 58 years, female, white, stage:ii 97.7
TCGA-AK-3428-01A 62 years, male, white, stage:iii 97.6
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 96.5
TCGA-B3-4103-01A 56 years, male, white, stage:i 95.3
TCGA-B0-5109-01A 69 years, male, white, stage:iii 95.1
TCGA-B8-4146-01B 41 years, female, white, stage:i 95.0
TCGA-BP-4971-01A 40 years, male, white, stage:iii 94.4
TCGA-BP-4766-01A 43 years, female, white, stage:i 93.6
TCGA-B0-5711-01A 50 years, male, white, stage:iii 93.1
TCGA-GL-7966-01A 28 years, female, white, stage:iii 93.0
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 92.7
TCGA-B0-5691-01A 66 years, female, white, stage:i 92.3
TCGA-BQ-5881-01A 69 years, male, white, stage:i 92.2
TCGA-B0-5693-01A 47 years, female, white, stage:i 92.1
TCGA-Y8-A895-01A 74 years, male, white, stage:i 91.4
TCGA-B0-5695-01A 61 years, female, white, stage:i 91.1
TCGA-B0-5710-01A 57 years, male, white, stage:i 91.1
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i 90.9
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 90.2
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 90.0
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 89.9
TCGA-BP-4762-01A 42 years, male, white, stage:i 89.9
TCGA-BP-4999-01A 56 years, male, white, stage:i 89.7
TCGA-CJ-4634-01A 60 years, female, white, stage:i 89.7
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i 89.3
TCGA-BP-5173-01A 75 years, male, white, stage:i 89.1
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 87.6
TCGA-MH-A560-01A 62 years, male, white, stage:i 87.0
TCGA-J7-6720-01A 42 years, male, asian, stage:i 86.8
TCGA-A3-3370-01A 48 years, female, white, stage:i 86.8
TCGA-BP-4777-01A 46 years, male, white, stage:i 86.5
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii 86.1
TCGA-B0-4828-01A 79 years, male, white, stage:iv 85.7
TCGA-AK-3461-01A 72 years, male, white, stage:i 84.4
TCGA-B8-4620-01A 70 years, female, white, stage:iii 84.1
TCGA-A4-8517-01A 71 years, male, white, stage:i 83.9
TCGA-CW-5583-01A 51 years, female, white, stage:i 83.8
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i 83.3
TCGA-A4-A57E-01A 59 years, male, white, stage:iv 82.7
TCGA-BP-5169-01A 70 years, male, white, stage:i 82.6
TCGA-B0-5119-01A 61 years, female, white, stage:i 82.1
TCGA-BQ-5892-01A 51 years, male, white, stage:i 81.8
TCGA-B0-4703-01A 51 years, male, white, stage:iv 81.6
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i 81.6
TCGA-A3-3317-01A 67 years, male, stage:ii 81.5
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i 81.2
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 81.2
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 81.1
TCGA-AK-3460-01A 58 years, male, white, stage:i 80.6
TCGA-BP-5186-01A 50 years, female, white, stage:i 80.5
TCGA-CZ-5465-01A 76 years, female, stage:iii 80.4
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 80.3
TCGA-A4-7287-01A 75 years, female, white, stage:i 79.9
TCGA-BQ-7061-01A 84 years, female, white, stage:i 79.1
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 79.1
TCGA-B0-4824-01A 49 years, female, white, stage:i 79.0
TCGA-B1-A657-01A 54 years, male, white, stage:i 77.4
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 77.0
TCGA-HE-A5NI-01A 73 years, male, stage:i 76.0
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i 76.0
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 75.9
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i 75.5
TCGA-BP-5181-01A 58 years, female, white, stage:i 75.5
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii 75.4
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 75.3
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i 75.1
TCGA-B0-5085-01A 76 years, female, white, stage:iii 75.0
TCGA-B0-5121-01A 56 years, male, white, stage:i 74.1
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 73.8
TCGA-B0-5399-01A 46 years, male, white, stage:i 73.4
TCGA-G7-7502-01A 83 years, male, white, stage:i 73.3
TCGA-DV-5575-01A 52 years, female, white, stage:i 72.5
TCGA-BP-4158-01A 69 years, male, white, stage:i 72.0
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i 72.0
TCGA-G7-6789-01A 53 years, female, white, stage:iv 71.7
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 71.4
TCGA-BP-4789-01A 48 years, male, white, stage:i 71.3
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i 71.3
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 70.8
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i 69.7
TCGA-SX-A71R-01A 51 years, male, white, stage:i 69.6
TCGA-EU-5904-01A 47 years, female, white, stage:i 69.6
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 69.5
TCGA-MM-A563-01A 41 years, male, black or african american 69.2
TCGA-B0-4710-01A 75 years, female, white, stage:iii 69.1
TCGA-BP-4167-01A 60 years, male, white, stage:iii 68.6
TCGA-A3-3383-01A 52 years, male, white, stage:i 68.6
TCGA-BP-4349-01A 68 years, female, white, stage:i 68.3
TCGA-B0-5110-01A 71 years, female, white, stage:i 68.1
TCGA-A3-3373-01A 54 years, female, white, stage:i 67.9
TCGA-DV-5565-01A 59 years, male, white, stage:i 67.8
TCGA-HE-A5NL-01A 51 years, male, stage:i 67.2
TCGA-A4-A6HP-01A 66 years, male, white, stage:i 67.2
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv 66.7
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 64.7
TCGA-AK-3434-01A 72 years, male, white, stage:i 64.6
TCGA-5P-A9K8-01A 51 years, female, white 63.8
TCGA-BP-5202-01A 75 years, male, white, stage:iii 63.7
TCGA-BP-4993-01A 58 years, male, white, stage:i 63.6
TCGA-CW-6090-01A 68 years, male, white, stage:i 62.8
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i 62.7
TCGA-BQ-7050-01A 53 years, female, white, stage:i 62.3
TCGA-5P-A9K0-01A 75 years, male, white 62.2
TCGA-BP-4765-01A 43 years, male, white, stage:i 61.8
TCGA-BP-4776-01A 52 years, male, white, stage:i 61.7
TCGA-AK-3451-01A 48 years, male, white, stage:ii 61.7
TCGA-B0-4845-01A 70 years, male, white, stage:iv 61.6
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 61.5
TCGA-B0-5097-01A 59 years, female, white, stage:iii 61.3
TCGA-BP-5177-01A 46 years, female, white, stage:i 60.4
TCGA-BP-5008-01A 46 years, male, white, stage:i 60.2
TCGA-BP-5184-01A 54 years, male, white, stage:i 60.0
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii 60.0
TCGA-SX-A7SP-01A 66 years, female, white, stage:i 59.7
TCGA-B8-4151-01A 51 years, female, white, stage:iii 59.6
TCGA-BP-4164-01A 51 years, female, white, stage:iii 59.6
TCGA-BP-4340-01A 70 years, female, white, stage:i 59.6
TCGA-A4-8311-01A 60 years, male, white, stage:i 58.8
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i 58.4
TCGA-B4-5843-01A 45 years, male, white, stage:i 58.1
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii 57.9
TCGA-B1-A47N-01A 62 years, male, white, stage:i 57.8
TCGA-B0-5713-01A 75 years, female, white, stage:iii 57.1
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 57.1
TCGA-A3-3307-01A 66 years, male, stage:iii 56.9
TCGA-B0-4852-01A 78 years, female, white, stage:ii 56.8
TCGA-B4-5834-01A 59 years, male, white, stage:i 56.4
TCGA-A4-8630-01A 59 years, female, white, stage:i 56.0
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 55.8
TCGA-5P-A9KF-01A 53 years, male, white 55.6
TCGA-GL-8500-01A 63 years, male, white, stage:i 55.5
TCGA-GL-6846-01A 52 years, male, white, stage:iv 55.4
TCGA-B0-4811-01A 48 years, male, white, stage:iii 55.0
TCGA-G7-6793-01A 60 years, female, white, stage:iv 54.9
TCGA-AK-3458-01A 48 years, male, white, stage:i 54.4
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i 54.1
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i 54.0
TCGA-5P-A9K3-01A 59 years, male, white 53.3
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i 53.2
TCGA-BP-4342-01A 79 years, male, white, stage:ii 53.1
TCGA-BP-4784-01A 67 years, female, white, stage:i 53.1
TCGA-B0-4697-01A 46 years, female, white, stage:iv 52.9
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i 52.9
TCGA-CJ-4905-01A 62 years, female, white, stage:i 52.7
TCGA-EV-5902-01A 58 years, male, white, stage:i 52.3
TCGA-KL-8333-01A 69 years, male, white, stage:ii 51.7
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii 51.7
TCGA-HE-A5NJ-01A 58 years, male 51.7
TCGA-BP-4332-01A 36 years, male, white, stage:iii 51.4
TCGA-B0-5699-01A 53 years, male, white, stage:i 51.2
TCGA-B0-4849-01A 51 years, male, white, stage:iii 51.1
TCGA-B4-5378-01A 62 years, male, white, stage:i 50.4
TCGA-5P-A9K6-01A 64 years, male, white 50.4
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 50.3
TCGA-BP-5006-01A 61 years, male, white, stage:i 50.1
TCGA-KV-A6GE-01A 65 years, male, white, stage:i 50.0
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i 49.5
TCGA-BP-4799-01A 70 years, male, white, stage:iii 49.2
TCGA-BP-4995-01A 68 years, male, white, stage:i 49.1
TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii 49.1
TCGA-BP-4758-01A 40 years, male, white, stage:i 48.9
TCGA-DW-7834-01A 53 years, male, white, stage:i 48.9
TCGA-F9-A7VF-01A 75 years, female, white, stage:i 48.7
TCGA-BP-5199-01A 58 years, male, white, stage:ii 47.8
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i 46.1
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 45.9
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii 45.6
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 45.4
TCGA-BP-5168-01A 75 years, male, white, stage:i 45.4
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i 44.9
TCGA-G7-6797-01A 46 years, male, white, stage:iii 44.9
TCGA-BP-4774-01A 57 years, female, white, stage:i 44.8
TCGA-B8-4153-01B 74 years, male, white, stage:iii 44.7
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 44.1
TCGA-B0-5703-01A 73 years, male, white, stage:i 44.0
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i 43.7
TCGA-B0-4707-01A 63 years, male, white, stage:iii 43.4
TCGA-A4-7734-01A 53 years, female, white, stage:i 43.1
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii 43.0
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 42.8
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 41.8
TCGA-CW-6088-01A 60 years, male, white, stage:i 41.7
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 41.5
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i 40.9
TCGA-B0-5690-01A 53 years, female, white, stage:i 40.3
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i 39.7
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i 39.5
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 39.0
TCGA-B4-5844-01A 61 years, female, white, stage:ii 38.9
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i 38.8
TCGA-B0-4841-01A 63 years, male, white, stage:iv 38.8
TCGA-KN-8437-01A 42 years, female, white, stage:i 38.7
TCGA-BP-5001-01A 43 years, female, white, stage:i 38.0
TCGA-CJ-4893-01A 76 years, female, white, stage:i 37.9
TCGA-SX-A71V-01A 80 years, male, white, stage:i 37.5
TCGA-B9-4116-01A 75 years, female, black or african american 37.2
TCGA-CW-6093-01A 73 years, male, white, stage:i 36.8
TCGA-B0-5700-01A 77 years, male, white, stage:i 36.7
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i 36.2
TCGA-HE-7129-01A male, stage:ii 35.6
TCGA-A3-3385-01A 46 years, female, white, stage:i 35.3
TCGA-A4-7732-01A 55 years, male, black or african american 35.1
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i 35.0
TCGA-4A-A93W-01A 66 years, female, white, stage:i 35.0
TCGA-GL-A59R-01A 79 years, male, white, stage:iii 34.6
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 34.5
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 33.5
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i 32.8
TCGA-A3-3320-01A 52 years, female, white, stage:i 32.5
TCGA-SX-A7SU-01A 47 years, male, stage:i 32.3
TCGA-MH-A561-01A 66 years, male, white, stage:i 31.9
TCGA-A3-3352-01A male, white, stage:iii 31.7
TCGA-BP-4994-01A 54 years, male, white, stage:i 31.6
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i 31.0
TCGA-BP-5192-01A 59 years, male, white, stage:i 30.8
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i 30.6
TCGA-P4-A5EB-01A 83 years, male, white, stage:i 30.2
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i 30.0
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 30.0
TCGA-KN-8434-01A 65 years, female, white, stage:ii 29.7
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 29.7
TCGA-BP-4759-01A 50 years, male, white, stage:i 29.6
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i 29.5
TCGA-BQ-7056-01A 75 years, female, white, stage:iii 29.4
TCGA-BQ-5891-01A 57 years, female, white, stage:iii 29.3
TCGA-BP-4795-01A 74 years, female, white, stage:i 29.2
TCGA-BP-4756-01A 63 years, female, asian, stage:i 28.8
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i 28.7
TCGA-A4-A5DU-01A 45 years, female, white, stage:i 28.6
TCGA-B0-5083-01A 63 years, male, white, stage:i 28.3
TCGA-CZ-5986-01A 61 years, male, white, stage:i 28.2
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i 27.7
TCGA-KO-8403-01A 49 years, male, white, stage:i 27.6
TCGA-BQ-7051-01A 74 years, male, white, stage:ii 27.5
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 27.3
TCGA-B3-4104-01A 75 years, male, white, stage:ii 27.2
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii 27.2
TCGA-KM-8439-01A 30 years, male, white, stage:i 26.7
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 26.5
TCGA-AL-3468-01A 74 years, male, white, stage:ii 26.4
TCGA-KM-8639-01A 67 years, male, white, stage:i 26.3
TCGA-B0-4699-01A 74 years, male, white, stage:iv 26.2
TCGA-SX-A7SS-01A 67 years, male, white, stage:i 26.1
TCGA-BP-4969-01A 63 years, female, white, stage:i 26.1
TCGA-SX-A7SL-01A 74 years, male, stage:i 25.6
TCGA-BP-4775-01A 55 years, female, white, stage:i 25.3
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i 25.2
TCGA-BQ-5893-01A 61 years, male, white, stage:iv 25.0
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 24.2
TCGA-KN-8425-01A 53 years, male, white, stage:i 24.1
TCGA-A3-3365-01A 46 years, male, white, stage:i 24.1
TCGA-KO-8413-01A 46 years, male, white, stage:i 23.4
TCGA-KV-A74V-01A 40 years, male, white, stage:i 23.1
TCGA-SX-A71S-01A 66 years, female, white, stage:i 22.8
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i 22.6
TCGA-BP-4165-01A 64 years, female, white, stage:i 22.3
TCGA-BQ-7058-01A 81 years, male, white, stage:iii 22.2
TCGA-BP-4166-01A 69 years, male, white, stage:iii 22.1
TCGA-5P-A9JZ-01A 51 years, female, white 21.8
TCGA-KN-8423-01A 44 years, male, white, stage:i 21.2
TCGA-B0-4688-01A 46 years, male, white, stage:iv 21.0
TCGA-A4-7288-01A 71 years, female, white 20.9
TCGA-5P-A9JY-01A 79 years, male, white 20.9
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 20.6
TCGA-BP-4341-01A 67 years, male, white, stage:iii 20.1
TCGA-KM-8441-01A 61 years, female, white, stage:i 19.6
TCGA-G7-A8LE-01A 62 years, male, white, stage:i 19.4
TCGA-IZ-8196-01A 50 years, male, white, stage:i 19.2
TCGA-A3-3380-01A 54 years, male, stage:i 19.0
TCGA-A3-3322-01A 51 years, male, white, stage:i 18.7
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i 18.5
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i 18.4
TCGA-BP-4347-01A 74 years, male, white, stage:iii 18.3
TCGA-AK-3433-01A 48 years, female, white, stage:ii 18.0
TCGA-G7-A8LC-01A 61 years, male, white, stage:i 17.7
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 17.5
TCGA-BP-5185-01A 56 years, male, white, stage:i 17.4
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv 17.4
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii 17.1
TCGA-DW-7836-01A 55 years, male, white, stage:i 16.9
TCGA-CW-5585-01A 51 years, male, white, stage:iv 16.8
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 16.2
TCGA-KM-8477-01A 56 years, male, white, stage:i 16.0
TCGA-AT-A5NU-01A 77 years, male, white, stage:i 15.9
TCGA-B9-7268-01A 59 years, male, white, stage:ii 15.4
TCGA-KN-8427-01A 54 years, male, white, stage:iv 15.4
TCGA-DW-7842-01A 52 years, male, white, stage:i 14.9
TCGA-BP-4770-01A 73 years, female, white, stage:iv 14.9
TCGA-B9-A5W9-01A 40 years, male, white, stage:i 14.7
TCGA-B9-4617-01A 41 years, male, black or african american 14.4
TCGA-KL-8334-01A 37 years, female, white, stage:iii 14.3
TCGA-KO-8405-01A 29 years, male, white, stage:iii 14.1
TCGA-KN-8419-01A 43 years, male, black or african american, stage:ii 14.1
TCGA-B8-4619-01A 58 years, male, white, stage:i 13.7
TCGA-DZ-6133-01A 66 years, female, white, stage:i 13.3
TCGA-KN-8432-01A 86 years, female, white, stage:ii 12.7
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i 11.2
TCGA-KN-8424-01A 42 years, female, white, stage:i 11.2
TCGA-CZ-5453-01A 67 years, male, white, stage:ii 11.0
TCGA-SX-A7SO-01A 64 years, male, white, stage:i 11.0
TCGA-KL-8325-01A 56 years, female, white, stage:ii 10.9
TCGA-DW-5560-01A 38 years, female, white, stage:i 10.9
TCGA-BQ-7055-01A 73 years, male, white, stage:i 10.3
TCGA-B0-4698-01A 75 years, male, white, stage:iv 10.2
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i 9.9
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i 9.9
TCGA-KO-8414-01A 50 years, female, white, stage:ii 9.8
TCGA-KO-8415-01A 44 years, female, white, stage:i 8.9
TCGA-KN-8433-01A 46 years, female, white, stage:iii 8.7
TCGA-KN-8426-01A 50 years, male, white, stage:iv 8.4
TCGA-Y8-A894-01A 57 years, female, white, stage:i 8.4
TCGA-KL-8344-01A 51 years, male, white, stage:iii 8.3
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii 8.0
TCGA-AL-3472-01A 57 years, male, black or african american 7.7
TCGA-KO-8404-01A 78 years, male, white, stage:iv 7.4
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i 7.4
TCGA-KL-8342-01A 45 years, female, white, stage:ii 7.3
TCGA-KN-8429-01A 38 years, female, white, stage:iii 7.1
TCGA-CZ-4859-01A 59 years, female, white, stage:i 6.8
TCGA-B2-3923-01A 59 years, male, white, stage:ii 6.5
TCGA-G7-6795-01A 56 years, male, white, stage:i 6.4
TCGA-HE-7130-01A female, stage:iii 6.4
TCGA-KL-8343-01A 72 years, male, white, stage:iii 6.4
TCGA-BQ-5876-01A 75 years, male, white, stage:i 6.2
TCGA-KL-8332-01A 55 years, male, white, stage:i 5.9
TCGA-KM-8442-01A 38 years, male, stage:ii 5.8
TCGA-KL-8329-01A 57 years, female, asian, stage:i 5.7
TCGA-KL-8336-01A 51 years, female, white, stage:iv 5.6
TCGA-KO-8409-01A 69 years, male, white, stage:ii 5.6
TCGA-KM-8438-01A 45 years, female, white, stage:ii 5.4
TCGA-BP-4334-01A 56 years, male, white, stage:iii 5.4
TCGA-KL-8339-01A 67 years, male, white, stage:iv 5.1
TCGA-AL-3467-01A 54 years, female, white 5.1
TCGA-KO-8407-01A 42 years, male, white, stage:ii 4.9
TCGA-B9-5155-01A 71 years, male, white, stage:iii 4.8
TCGA-KO-8410-01A 74 years, female, white, stage:i 4.5
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i 4.4
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i 4.4
TCGA-DW-7839-01A 58 years, female, white, stage:i 4.2
TCGA-B0-5099-01A 88 years, female, white, stage:iii 4.0
TCGA-KO-8406-01A 17 years, female, white, stage:i 3.5
TCGA-KL-8324-01A 67 years, female, white, stage:ii 3.5
TCGA-AK-3440-01A 58 years, male, white, stage:i 3.3
TCGA-KN-8431-01A 35 years, female, stage:ii 3.2
TCGA-B0-4834-01A 49 years, male, white, stage:i 3.0
TCGA-KN-8436-01A 63 years, male, white, stage:ii 3.0
TCGA-KL-8338-01A 51 years, male, white, stage:iii 2.9
TCGA-5P-A9KH-01A 77 years, male, white 2.8
TCGA-KL-8340-01A 34 years, male, white, stage:ii 2.8
TCGA-KN-8428-01A 71 years, male, white, stage:ii 2.6
TCGA-AL-3471-01A 74 years, male, white, stage:i 2.6
TCGA-B0-5117-01A 40 years, male, white, stage:i 2.5
TCGA-KO-8417-01A 30 years, female, white, stage:i 2.3
TCGA-KO-8408-01A 47 years, male, white, stage:iii 2.2
TCGA-KL-8331-01A 48 years, female, white, stage:ii 2.0
TCGA-KO-8411-01A 58 years, male, white, stage:i 2.0
TCGA-AK-3447-01A 84 years, male, white, stage:ii 1.7
TCGA-KL-8335-01A 68 years, male, white, stage:iii 1.7
TCGA-AK-3427-01A 65 years, male, white, stage:i 1.5
TCGA-KL-8337-01A 26 years, male, black or african american, stage:ii 1.1
TCGA-KN-8418-01A 41 years, female, white, stage:ii 1.0
TCGA-KM-8440-01A 37 years, male, black or african american, stage:iii 1.0
TCGA-A3-3328-01A 79 years, male, white, stage:i 0.9
TCGA-AK-3443-01A 45 years, male, white, stage:ii 0.9
TCGA-KL-8327-01A 46 years, female, white, stage:i 0.9
TCGA-KN-8435-01A 59 years, male, white, stage:ii 0.9
TCGA-KO-8416-01A 41 years, male, white, stage:iii 0.8
TCGA-KL-8341-01A 41 years, male, asian, stage:iv 0.8
TCGA-KM-8476-01A 47 years, male, white, stage:i 0.8
TCGA-KL-8330-01A 44 years, female, black or african american, stage:ii 0.7
TCGA-KM-8443-01A 58 years, male, white, stage:ii 0.6
TCGA-KL-8323-01A 57 years, female, white, stage:iii 0.5
TCGA-KL-8345-01A 75 years, male, white, stage:iii 0.4
TCGA-KL-8328-01A 60 years, male, white, stage:ii 0.4
TCGA-KN-8421-01A 48 years, female, white, stage:ii 0.3
TCGA-KL-8326-01A 69 years, male, white, stage:iii 0.1
TCGA-KL-8346-01A 62 years, male, white, stage:ii 0.1
Show all

Best separation

Median separation

Expression cutoffi

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

98.0 FPKM 153.0 FPKM

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.

59% 57%

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.

74% 70%

Log-rank P valuei

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

2.45e-3 1.01e-1

Interactive survival scatter plot (individual patient data)i

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. 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 changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.




Stage:

TCGA RNA samplesi

RNA-seq data is reported as median 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

234.7

Number of samples

528

Samples

Sample

Description

FPKM

TCGA-A3-3378-01A 60 years, male, white, stage:i 1592.2
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 1270.0
TCGA-AK-3425-01A 68 years, male, white, stage:i 1241.4
TCGA-CW-6087-01A 61 years, male, white, stage:iv 1203.3
TCGA-B0-5094-01A 62 years, male, white, stage:iv 1185.1
TCGA-B8-5158-01A 56 years, male, white, stage:iii 1169.8
TCGA-BP-5189-01A 60 years, male, white, stage:i 1145.3
TCGA-BP-4163-01A 60 years, female, white, stage:iii 1095.2
TCGA-BP-4787-01A 59 years, female, white, stage:iv 1010.2
TCGA-BP-5175-01A 60 years, male, white, stage:i 1001.4
TCGA-B0-4848-01A 54 years, male, white, stage:iii 960.0
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 952.4
TCGA-BP-4803-01A 79 years, male, white, stage:iii 929.8
TCGA-B2-5641-01A 79 years, male, white, stage:i 917.3
TCGA-CJ-5686-01A 59 years, female, white, stage:i 904.0
TCGA-CJ-6030-01A 66 years, male, white, stage:i 855.3
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 850.4
TCGA-BP-4798-01A 74 years, male, white 804.2
TCGA-A3-3319-01A 70 years, male, white, stage:i 793.9
TCGA-CW-6097-01A 32 years, male, white, stage:iii 770.7
TCGA-EU-5905-01A 67 years, female, white, stage:i 770.3
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 761.0
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 760.6
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 733.1
TCGA-AS-3777-01A 63 years, male, white, stage:i 730.8
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 721.0
TCGA-BP-4173-01A 47 years, male, white, stage:ii 697.9
TCGA-CZ-4866-01A 79 years, female, white, stage:i 693.9
TCGA-CW-5588-01A 78 years, female, white, stage:i 689.4
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 684.7
TCGA-BP-5009-01A 52 years, male, white, stage:i 674.2
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 648.3
TCGA-B0-5107-01A 65 years, female, white, stage:iv 643.7
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 637.3
TCGA-B8-5549-01A 53 years, male, white, stage:i 630.9
TCGA-CZ-5984-01A 51 years, male, white, stage:i 627.3
TCGA-B8-5164-01A 65 years, male, white, stage:iii 623.1
TCGA-BP-4986-01A 75 years, male, white, stage:i 618.6
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 599.7
TCGA-B0-4842-01A 74 years, female, white, stage:iii 595.8
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 595.3
TCGA-B0-5697-01A 50 years, male, white, stage:i 594.3
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 593.4
TCGA-DV-5568-01A 26 years, male, white, stage:i 587.6
TCGA-A3-3323-01A 53 years, male, white, stage:i 587.0
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 578.0
TCGA-B0-4817-01A 81 years, male, white, stage:iii 567.8
TCGA-BP-5191-01A 80 years, male, white, stage:iii 566.6
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 557.5
TCGA-BP-5196-01A 54 years, male, white, stage:i 557.0
TCGA-B0-5701-01A 65 years, male, white, stage:iii 544.2
TCGA-A3-3347-01A 76 years, female, white, stage:iii 531.5
TCGA-BP-5183-01A 57 years, male, white, stage:iii 531.1
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 527.2
TCGA-B0-5106-01A 64 years, male, white, stage:i 524.1
TCGA-CZ-4862-01A 46 years, male, white, stage:i 522.8
TCGA-B0-4827-01A 77 years, female, white, stage:iii 518.8
TCGA-BP-5176-01A 78 years, female, white, stage:i 514.3
TCGA-A3-3382-01A 69 years, male, white, stage:i 512.7
TCGA-B0-4815-01A 65 years, male, white, stage:iii 509.2
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 501.7
TCGA-BP-4763-01A 79 years, female, white, stage:i 500.3
TCGA-BP-4782-01A 55 years, female, white, stage:i 486.0
TCGA-B0-4816-01A 49 years, male, white, stage:ii 481.6
TCGA-B4-5838-01A 52 years, male, white 479.7
TCGA-EU-5907-01A 81 years, male, white, stage:iii 478.1
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 477.3
TCGA-A3-3308-01A 77 years, female, white, stage:iii 475.4
TCGA-BP-4967-01A 76 years, male, white, stage:iii 471.5
TCGA-DV-5574-01A 37 years, male, white, stage:i 461.9
TCGA-BP-4768-01A 72 years, female, white, stage:i 460.5
TCGA-BP-4161-01A 74 years, male, white, stage:i 459.0
TCGA-B0-4844-01A 60 years, male, white, stage:iv 456.0
TCGA-B8-5550-01A 71 years, male, white, stage:iii 454.9
TCGA-CZ-4854-01A 68 years, male, white, stage:i 453.2
TCGA-CZ-4865-01A 70 years, female, white, stage:i 448.9
TCGA-B0-5707-01A 39 years, female, white, stage:i 440.7
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 439.6
TCGA-CZ-5466-01A 67 years, male, stage:iii 438.3
TCGA-B0-4837-01A 63 years, male, white, stage:i 436.9
TCGA-B2-5633-01B 56 years, male, white, stage:i 425.5
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 424.1
TCGA-B8-5163-01A 63 years, female, white, stage:iii 423.0
TCGA-BP-4960-01A 46 years, male, white, stage:ii 420.9
TCGA-B0-5706-01A 45 years, male, white, stage:ii 419.2
TCGA-B4-5836-01A 61 years, female, white, stage:i 415.7
TCGA-A3-3311-01A 58 years, male, stage:i 413.1
TCGA-BP-5000-01A 40 years, male, white, stage:i 404.6
TCGA-BP-5010-01A 63 years, male, white, stage:iii 402.1
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 401.8
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 395.7
TCGA-B0-5116-01A 53 years, male, white, stage:iii 393.2
TCGA-CJ-5671-01A 51 years, male, white, stage:i 391.2
TCGA-BP-4771-01A 62 years, male, white, stage:iv 386.2
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 385.4
TCGA-BP-4781-01A 78 years, male, white, stage:i 382.8
TCGA-BP-5180-01A 53 years, male, white, stage:i 381.6
TCGA-B0-5402-01A 64 years, male, white, stage:iv 380.5
TCGA-BP-5170-01A 55 years, male, white, stage:i 379.7
TCGA-B8-5553-01A 67 years, female, white, stage:i 375.7
TCGA-DV-5569-01A 29 years, female, white, stage:i 372.3
TCGA-B8-4622-01A 57 years, male, white, stage:iv 370.3
TCGA-BP-5187-01A 54 years, male, white, stage:i 364.5
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 363.5
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 363.4
TCGA-B2-4102-01A 61 years, male, white, stage:i 360.3
TCGA-B2-5635-01A 74 years, male, white, stage:i 360.2
TCGA-BP-5174-01A 45 years, female, white, stage:i 360.1
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 359.8
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 351.5
TCGA-A3-3346-01A 68 years, male, white, stage:i 350.5
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 348.6
TCGA-AS-3778-01A 35 years, male, white, stage:i 348.4
TCGA-CW-5580-01A 73 years, female, white, stage:iv 348.2
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 346.9
TCGA-A3-3351-01A 42 years, male, white, stage:ii 346.1
TCGA-B0-5694-01A 71 years, male, white, stage:iii 346.0
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 345.4
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 344.5
TCGA-BP-5178-01A 71 years, male, white, stage:iv 339.8
TCGA-B0-5077-01A 77 years, male, white, stage:i 337.8
TCGA-BP-5190-01A 61 years, male, white, stage:i 336.2
TCGA-B0-4839-01A 80 years, female, white, stage:i 334.6
TCGA-A3-3316-01A 57 years, male, white, stage:ii 331.4
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 331.2
TCGA-BP-4973-01A 47 years, male, white, stage:iii 330.9
TCGA-CW-5590-01A 51 years, male, white, stage:iv 327.7
TCGA-A3-3387-01A 49 years, male, white, stage:i 327.2
TCGA-CJ-6031-01A 54 years, male, white, stage:i 327.0
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 327.0
TCGA-BP-4963-01A 64 years, male, white, stage:i 326.7
TCGA-BP-5195-01A 75 years, male, white, stage:i 321.7
TCGA-CW-5584-01A 74 years, male, white, stage:iii 321.1
TCGA-AK-3436-01A 40 years, male, white, stage:iv 312.4
TCGA-B0-5709-01A 62 years, female, white, stage:iii 312.2
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 312.2
TCGA-BP-4176-01A 64 years, male, white, stage:i 310.1
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 308.9
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 306.5
TCGA-B0-4690-01A 65 years, male, white, stage:iv 306.3
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 305.2
TCGA-B0-4694-01A 72 years, male, white, stage:iii 303.4
TCGA-CJ-5672-01A 84 years, male, white, stage:i 303.0
TCGA-CJ-4889-01A 63 years, female, white, stage:i 300.0
TCGA-BP-4353-01A 61 years, male, white, stage:i 299.7
TCGA-B0-5400-01A 59 years, female, white, stage:iii 299.7
TCGA-BP-4804-01A 59 years, male, white, stage:i 298.9
TCGA-B0-5081-01A 80 years, female, white, stage:iii 298.6
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 295.2
TCGA-BP-4326-01A 53 years, female, white, stage:i 295.0
TCGA-B0-4691-01A 55 years, male, white, stage:iv 291.2
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 288.4
TCGA-A3-3343-01A 79 years, male, white, stage:ii 284.8
TCGA-BP-4170-01A 72 years, female, white, stage:i 284.8
TCGA-A3-3358-01A 57 years, female, white, stage:i 282.5
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 278.1
TCGA-BP-5007-01A 46 years, male, white, stage:ii 277.9
TCGA-A3-3335-01A 41 years, male, white, stage:ii 276.6
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 273.6
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 273.1
TCGA-CJ-5689-01A 90 years, male, white, stage:i 272.0
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 268.6
TCGA-B0-5075-01A 77 years, female, white, stage:iii 266.2
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 264.3
TCGA-CJ-4635-01A 48 years, male, white, stage:i 263.3
TCGA-BP-4968-01A 40 years, male, white, stage:i 261.8
TCGA-B0-5692-01A 66 years, female, white, stage:iii 259.6
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 258.5
TCGA-B0-5080-01A 63 years, male, white, stage:iv 258.0
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 257.0
TCGA-B4-5832-01A 65 years, male, white, stage:iii 252.6
TCGA-B0-4836-01A 61 years, male, white, stage:iv 252.0
TCGA-BP-4998-01A 49 years, male, asian, stage:i 250.0
TCGA-AK-3426-01A 37 years, male, white, stage:iii 249.0
TCGA-BP-4797-01A 34 years, male, white, stage:iii 245.3
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 244.4
TCGA-B4-5835-01A 64 years, female, white, stage:i 243.5
TCGA-CJ-6027-01A 77 years, male, white, stage:i 242.1
TCGA-B8-5552-01B 41 years, female, white, stage:i 240.9
TCGA-B0-5108-01A 54 years, male, white, stage:iii 240.7
TCGA-CZ-4856-01A 62 years, female, white, stage:i 240.4
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 238.7
TCGA-CW-5587-01A 62 years, female, white, stage:iii 238.1
TCGA-B0-5092-01A 53 years, female, white, stage:iv 237.4
TCGA-CW-5581-01A 44 years, male, white, stage:i 236.2
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 236.0
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 235.5
TCGA-BP-4769-01A 63 years, male, white, stage:i 234.9
TCGA-B0-5113-01A 69 years, female, white, stage:iii 233.0
TCGA-BP-4351-01A 51 years, female, white, stage:iii 230.7
TCGA-AK-3450-01A 85 years, female, white, stage:i 230.4
TCGA-A3-3306-01A 67 years, male, white, stage:i 230.2
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 229.8
TCGA-B0-5120-01A 72 years, female, white, stage:i 227.2
TCGA-A3-3349-01A 34 years, female, white, stage:i 226.7
TCGA-B8-5162-01A 63 years, male, white, stage:ii 225.3
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 224.1
TCGA-BP-4959-01A 49 years, male, white, stage:i 223.4
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 222.6
TCGA-BP-4807-01A 42 years, male, white, stage:i 222.0
TCGA-B0-4823-01A 88 years, male, white, stage:i 222.0
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 221.6
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 220.6
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 220.5
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 218.7
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 215.8
TCGA-CJ-4903-01A 50 years, male, white, stage:i 215.2
TCGA-BP-5182-01A 56 years, male, white, stage:i 213.8
TCGA-B0-4838-01A 69 years, female, white, stage:i 212.8
TCGA-BP-4354-01A 41 years, male, white, stage:iv 212.5
TCGA-A3-3357-01A 62 years, male, white, stage:ii 212.5
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 212.0
TCGA-B0-4810-01A 47 years, male, white, stage:iii 210.9
TCGA-B0-4693-01A 73 years, female, white, stage:iii 210.1
TCGA-CZ-4853-01A 82 years, male, white, stage:i 206.6
TCGA-BP-4169-01A 76 years, female, white, stage:ii 203.4
TCGA-BP-4981-01A 75 years, female, white, stage:iii 202.3
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 199.4
TCGA-AK-3429-01A 54 years, female, white, stage:ii 198.2
TCGA-BP-4346-01A 57 years, male, white, stage:iii 196.4
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 194.6
TCGA-B0-5095-01A 81 years, male, white, stage:iii 194.0
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 193.7
TCGA-BP-4160-01A 67 years, male, white, stage:iii 193.7
TCGA-CJ-4920-01A 64 years, female, white, stage:i 193.6
TCGA-B0-5084-01A 33 years, male, white, stage:iv 192.8
TCGA-BP-4162-01A 65 years, female, white, stage:i 191.6
TCGA-B0-5088-01A 53 years, male, white, stage:i 190.9
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 190.4
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 190.3
TCGA-B0-5115-01A 43 years, male, white, stage:iv 189.8
TCGA-BP-4992-01A 66 years, male, white, stage:i 187.7
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 187.5
TCGA-B8-5165-01A 43 years, male, white, stage:i 187.2
TCGA-A3-3331-01A 86 years, female, white, stage:i 182.9
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 182.2
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 181.9
TCGA-B0-4846-01A 52 years, male, white, stage:iv 181.5
TCGA-BP-4962-01A 58 years, male, white, stage:ii 180.6
TCGA-B0-4712-01A 76 years, male, white, stage:iv 179.2
TCGA-B2-3924-01A 73 years, male, white, stage:i 178.7
TCGA-B0-5705-01A 65 years, female, white, stage:i 178.1
TCGA-BP-5198-01A 72 years, male, white, stage:iii 177.6
TCGA-BP-4801-01A 57 years, male, white, stage:i 177.6
TCGA-A3-3329-01A 75 years, male, white, stage:i 177.0
TCGA-CJ-5683-01A 78 years, male, white, stage:i 176.9
TCGA-BP-4982-01A 42 years, male, white, stage:i 176.2
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 175.4
TCGA-B0-4818-01A 68 years, female, white, stage:ii 175.1
TCGA-BP-5201-01A 63 years, male, white, stage:iv 172.0
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 170.0
TCGA-AK-3445-01A 69 years, male, white, stage:iii 169.5
TCGA-BP-4964-01A 55 years, female, white, stage:i 167.7
TCGA-BP-4972-01A 43 years, female, white, stage:iii 164.7
TCGA-CW-5589-01A 52 years, male, white, stage:i 163.9
TCGA-CJ-4886-01A 43 years, female, white, stage:i 162.1
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 160.7
TCGA-BP-4961-01A 47 years, male, white, stage:i 159.8
TCGA-B0-4819-01A 60 years, female, white, stage:iv 158.7
TCGA-CJ-4872-01A 51 years, male, white, stage:i 158.0
TCGA-B0-4718-01A 57 years, male, white, stage:iii 157.5
TCGA-B2-5636-01A 79 years, male, white, stage:i 153.8
TCGA-CJ-4908-01A 38 years, male, white, stage:i 153.7
TCGA-B0-5702-01A 71 years, male, white, stage:i 153.4
TCGA-DV-5573-01A 41 years, male, white, stage:i 152.6
TCGA-A3-3324-01A 51 years, male, white, stage:i 151.7
TCGA-B0-5104-01A 90 years, female, white, stage:i 151.4
TCGA-CW-5591-01A 56 years, male, white, stage:iv 151.3
TCGA-B2-5639-01A 46 years, male, white, stage:iv 150.1
TCGA-BP-5200-01A 44 years, male, white, stage:ii 148.7
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 148.5
TCGA-BP-4174-01A 49 years, male, white, stage:ii 148.4
TCGA-A3-3325-01A 52 years, male, white, stage:i 146.6
TCGA-B4-5377-01A 68 years, female, white, stage:iv 146.6
TCGA-B0-5102-01A 74 years, female, white, stage:i 146.3
TCGA-CZ-5988-01A 38 years, male, white, stage:i 146.3
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 144.3
TCGA-BP-4987-01A 41 years, female, asian, stage:i 143.9
TCGA-BP-4985-01A 72 years, male, white, stage:iii 143.2
TCGA-BP-4159-01A 70 years, male, white, stage:i 141.8
TCGA-BP-4991-01A 54 years, male, white, stage:i 141.7
TCGA-BP-4177-01A 65 years, male, white, stage:i 141.7
TCGA-A3-3326-01A 47 years, male, white, stage:i 141.5
TCGA-BP-4974-01A 58 years, male, white, stage:iv 141.2
TCGA-BP-4761-01A 57 years, male, white, stage:iii 140.3
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 140.2
TCGA-CZ-5470-01A 72 years, female, stage:ii 140.0
TCGA-BP-4989-01A 58 years, male, white, stage:iii 139.0
TCGA-A3-3359-01A 82 years, female, white, stage:i 138.3
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 138.2
TCGA-BP-4338-01A 43 years, male, white, stage:i 138.1
TCGA-BP-4965-01A 46 years, male, white, stage:i 137.0
TCGA-CJ-4892-01A 65 years, female, white, stage:i 136.4
TCGA-B0-4696-01A 58 years, male, white, stage:iii 136.3
TCGA-B0-5096-01A 72 years, female, white, stage:iii 135.0
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 135.0
TCGA-BP-4352-01A 74 years, female, white, stage:iv 134.3
TCGA-B0-4843-01A 57 years, male, white, stage:iii 133.7
TCGA-BP-4977-01A 57 years, male, white, stage:i 133.5
TCGA-BP-4329-01A 75 years, male, white, stage:iii 133.1
TCGA-BP-5004-01A 53 years, male, white, stage:i 131.9
TCGA-BP-4331-01A 52 years, male, white, stage:i 131.8
TCGA-EU-5906-01A 55 years, male, white, stage:i 131.8
TCGA-DV-5566-01A 67 years, female, white, stage:i 130.5
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 129.3
TCGA-B2-4101-01A 52 years, male, white, stage:ii 126.3
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 126.2
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 125.2
TCGA-BP-4790-01A 76 years, male, white, stage:i 124.9
TCGA-B0-4701-01A 66 years, female, white, stage:iv 122.1
TCGA-B0-4714-01A 81 years, male, white, stage:iv 121.2
TCGA-A3-3372-01A 64 years, male, white, stage:iii 119.2
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 119.0
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 118.8
TCGA-A3-3362-01A 60 years, female, white, stage:i 118.0
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 117.9
TCGA-BP-4975-01A 40 years, male, white, stage:i 117.1
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 116.7
TCGA-BP-4343-01A 64 years, male, white, stage:iii 116.6
TCGA-A3-3367-01A 72 years, male, white, stage:i 116.4
TCGA-BP-4345-01A 62 years, male, white, stage:iii 114.5
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 114.4
TCGA-BP-4325-01A 64 years, female, white, stage:i 114.2
TCGA-BP-4976-01A 77 years, male, white, stage:i 113.7
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 112.7
TCGA-B0-4713-01A 76 years, female, white, stage:iii 111.7
TCGA-AK-3431-01A 62 years, female, white, stage:ii 111.5
TCGA-B8-4148-01A 63 years, female, white, stage:i 111.3
TCGA-CJ-4874-01A 73 years, female, white, stage:i 111.3
TCGA-B0-4822-01A 78 years, male, white, stage:ii 111.0
TCGA-B0-4945-01A 75 years, female, white, stage:i 110.8
TCGA-BP-5194-01A 39 years, male, white, stage:i 110.7
TCGA-BP-4337-01A 76 years, female, white, stage:iii 110.1
TCGA-BP-4355-01A 59 years, female, white, stage:iii 109.5
TCGA-B8-5159-01A 61 years, female, white, stage:i 109.2
TCGA-B0-4833-01A 82 years, female, white, stage:i 108.5
TCGA-BP-4335-01A 65 years, female, white, stage:iv 108.4
TCGA-B0-4813-01A 68 years, male, white, stage:iii 108.0
TCGA-B2-4099-01A 83 years, male, white, stage:i 107.7
TCGA-B0-5812-01A 53 years, male, white, stage:i 107.3
TCGA-BP-4327-01A 75 years, female, white, stage:ii 106.7
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 106.7
TCGA-B0-4814-01A 58 years, male, white, stage:iv 106.3
TCGA-CZ-5982-01A 59 years, female, white, stage:i 106.1
TCGA-BP-4344-01A 75 years, female, white, stage:i 105.9
TCGA-B0-5696-01A 70 years, male, white, stage:iii 104.9
TCGA-B0-4706-01A 61 years, male, white, stage:iii 103.9
TCGA-B0-4700-01A 60 years, male, white, stage:iv 103.6
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 102.6
TCGA-B8-4143-01A 66 years, female, white, stage:iv 102.4
TCGA-AK-3455-01A 71 years, female, white, stage:iii 101.2
TCGA-AK-3454-01A 84 years, male, white, stage:i 100.9
TCGA-B8-4154-01A 73 years, female, white, stage:i 99.1
TCGA-B0-4847-01A 60 years, male, white, stage:iv 98.3
TCGA-AK-3453-01A 58 years, female, white, stage:ii 97.7
TCGA-AK-3428-01A 62 years, male, white, stage:iii 97.6
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 96.5
TCGA-B0-5109-01A 69 years, male, white, stage:iii 95.1
TCGA-B8-4146-01B 41 years, female, white, stage:i 95.0
TCGA-BP-4971-01A 40 years, male, white, stage:iii 94.4
TCGA-BP-4766-01A 43 years, female, white, stage:i 93.6
TCGA-B0-5711-01A 50 years, male, white, stage:iii 93.1
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 92.7
TCGA-B0-5691-01A 66 years, female, white, stage:i 92.3
TCGA-B0-5693-01A 47 years, female, white, stage:i 92.1
TCGA-B0-5695-01A 61 years, female, white, stage:i 91.1
TCGA-B0-5710-01A 57 years, male, white, stage:i 91.1
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 90.2
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 90.0
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 89.9
TCGA-BP-4762-01A 42 years, male, white, stage:i 89.9
TCGA-BP-4999-01A 56 years, male, white, stage:i 89.7
TCGA-CJ-4634-01A 60 years, female, white, stage:i 89.7
TCGA-BP-5173-01A 75 years, male, white, stage:i 89.1
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 87.6
TCGA-A3-3370-01A 48 years, female, white, stage:i 86.8
TCGA-BP-4777-01A 46 years, male, white, stage:i 86.5
TCGA-B0-4828-01A 79 years, male, white, stage:iv 85.7
TCGA-AK-3461-01A 72 years, male, white, stage:i 84.4
TCGA-B8-4620-01A 70 years, female, white, stage:iii 84.1
TCGA-CW-5583-01A 51 years, female, white, stage:i 83.8
TCGA-BP-5169-01A 70 years, male, white, stage:i 82.6
TCGA-B0-5119-01A 61 years, female, white, stage:i 82.1
TCGA-B0-4703-01A 51 years, male, white, stage:iv 81.6
TCGA-A3-3317-01A 67 years, male, stage:ii 81.5
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 81.2
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 81.1
TCGA-AK-3460-01A 58 years, male, white, stage:i 80.6
TCGA-BP-5186-01A 50 years, female, white, stage:i 80.5
TCGA-CZ-5465-01A 76 years, female, stage:iii 80.4
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 80.3
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 79.1
TCGA-B0-4824-01A 49 years, female, white, stage:i 79.0
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 77.0
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 75.9
TCGA-BP-5181-01A 58 years, female, white, stage:i 75.5
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 75.3
TCGA-B0-5085-01A 76 years, female, white, stage:iii 75.0
TCGA-B0-5121-01A 56 years, male, white, stage:i 74.1
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 73.8
TCGA-B0-5399-01A 46 years, male, white, stage:i 73.4
TCGA-DV-5575-01A 52 years, female, white, stage:i 72.5
TCGA-BP-4158-01A 69 years, male, white, stage:i 72.0
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 71.4
TCGA-BP-4789-01A 48 years, male, white, stage:i 71.3
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 70.8
TCGA-EU-5904-01A 47 years, female, white, stage:i 69.6
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 69.5
TCGA-MM-A563-01A 41 years, male, black or african american 69.2
TCGA-B0-4710-01A 75 years, female, white, stage:iii 69.1
TCGA-BP-4167-01A 60 years, male, white, stage:iii 68.6
TCGA-A3-3383-01A 52 years, male, white, stage:i 68.6
TCGA-BP-4349-01A 68 years, female, white, stage:i 68.3
TCGA-B0-5110-01A 71 years, female, white, stage:i 68.1
TCGA-A3-3373-01A 54 years, female, white, stage:i 67.9
TCGA-DV-5565-01A 59 years, male, white, stage:i 67.8
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 64.7
TCGA-AK-3434-01A 72 years, male, white, stage:i 64.6
TCGA-BP-5202-01A 75 years, male, white, stage:iii 63.7
TCGA-BP-4993-01A 58 years, male, white, stage:i 63.6
TCGA-CW-6090-01A 68 years, male, white, stage:i 62.8
TCGA-BP-4765-01A 43 years, male, white, stage:i 61.8
TCGA-BP-4776-01A 52 years, male, white, stage:i 61.7
TCGA-AK-3451-01A 48 years, male, white, stage:ii 61.7
TCGA-B0-4845-01A 70 years, male, white, stage:iv 61.6
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 61.5
TCGA-B0-5097-01A 59 years, female, white, stage:iii 61.3
TCGA-BP-5177-01A 46 years, female, white, stage:i 60.4
TCGA-BP-5008-01A 46 years, male, white, stage:i 60.2
TCGA-BP-5184-01A 54 years, male, white, stage:i 60.0
TCGA-B8-4151-01A 51 years, female, white, stage:iii 59.6
TCGA-BP-4164-01A 51 years, female, white, stage:iii 59.6
TCGA-BP-4340-01A 70 years, female, white, stage:i 59.6
TCGA-B4-5843-01A 45 years, male, white, stage:i 58.1
TCGA-B0-5713-01A 75 years, female, white, stage:iii 57.1
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 57.1
TCGA-A3-3307-01A 66 years, male, stage:iii 56.9
TCGA-B0-4852-01A 78 years, female, white, stage:ii 56.8
TCGA-B4-5834-01A 59 years, male, white, stage:i 56.4
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 55.8
TCGA-B0-4811-01A 48 years, male, white, stage:iii 55.0
TCGA-AK-3458-01A 48 years, male, white, stage:i 54.4
TCGA-BP-4342-01A 79 years, male, white, stage:ii 53.1
TCGA-BP-4784-01A 67 years, female, white, stage:i 53.1
TCGA-B0-4697-01A 46 years, female, white, stage:iv 52.9
TCGA-CJ-4905-01A 62 years, female, white, stage:i 52.7
TCGA-BP-4332-01A 36 years, male, white, stage:iii 51.4
TCGA-B0-5699-01A 53 years, male, white, stage:i 51.2
TCGA-B0-4849-01A 51 years, male, white, stage:iii 51.1
TCGA-B4-5378-01A 62 years, male, white, stage:i 50.4
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 50.3
TCGA-BP-5006-01A 61 years, male, white, stage:i 50.1
TCGA-BP-4799-01A 70 years, male, white, stage:iii 49.2
TCGA-BP-4995-01A 68 years, male, white, stage:i 49.1
TCGA-BP-4758-01A 40 years, male, white, stage:i 48.9
TCGA-BP-5199-01A 58 years, male, white, stage:ii 47.8
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 45.9
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 45.4
TCGA-BP-5168-01A 75 years, male, white, stage:i 45.4
TCGA-BP-4774-01A 57 years, female, white, stage:i 44.8
TCGA-B8-4153-01B 74 years, male, white, stage:iii 44.7
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 44.1
TCGA-B0-5703-01A 73 years, male, white, stage:i 44.0
TCGA-B0-4707-01A 63 years, male, white, stage:iii 43.4
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 42.8
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 41.8
TCGA-CW-6088-01A 60 years, male, white, stage:i 41.7
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 41.5
TCGA-B0-5690-01A 53 years, female, white, stage:i 40.3
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 39.0
TCGA-B4-5844-01A 61 years, female, white, stage:ii 38.9
TCGA-B0-4841-01A 63 years, male, white, stage:iv 38.8
TCGA-BP-5001-01A 43 years, female, white, stage:i 38.0
TCGA-CJ-4893-01A 76 years, female, white, stage:i 37.9
TCGA-CW-6093-01A 73 years, male, white, stage:i 36.8
TCGA-B0-5700-01A 77 years, male, white, stage:i 36.7
TCGA-A3-3385-01A 46 years, female, white, stage:i 35.3
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 34.5
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 33.5
TCGA-A3-3320-01A 52 years, female, white, stage:i 32.5
TCGA-A3-3352-01A male, white, stage:iii 31.7
TCGA-BP-4994-01A 54 years, male, white, stage:i 31.6
TCGA-BP-5192-01A 59 years, male, white, stage:i 30.8
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 30.0
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 29.7
TCGA-BP-4759-01A 50 years, male, white, stage:i 29.6
TCGA-BP-4795-01A 74 years, female, white, stage:i 29.2
TCGA-BP-4756-01A 63 years, female, asian, stage:i 28.8
TCGA-B0-5083-01A 63 years, male, white, stage:i 28.3
TCGA-CZ-5986-01A 61 years, male, white, stage:i 28.2
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 27.3
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 26.5
TCGA-B0-4699-01A 74 years, male, white, stage:iv 26.2
TCGA-BP-4969-01A 63 years, female, white, stage:i 26.1
TCGA-BP-4775-01A 55 years, female, white, stage:i 25.3
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 24.2
TCGA-A3-3365-01A 46 years, male, white, stage:i 24.1
TCGA-BP-4165-01A 64 years, female, white, stage:i 22.3
TCGA-BP-4166-01A 69 years, male, white, stage:iii 22.1
TCGA-B0-4688-01A 46 years, male, white, stage:iv 21.0
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 20.6
TCGA-BP-4341-01A 67 years, male, white, stage:iii 20.1
TCGA-A3-3380-01A 54 years, male, stage:i 19.0
TCGA-A3-3322-01A 51 years, male, white, stage:i 18.7
TCGA-BP-4347-01A 74 years, male, white, stage:iii 18.3
TCGA-AK-3433-01A 48 years, female, white, stage:ii 18.0
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 17.5
TCGA-BP-5185-01A 56 years, male, white, stage:i 17.4
TCGA-CW-5585-01A 51 years, male, white, stage:iv 16.8
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 16.2
TCGA-BP-4770-01A 73 years, female, white, stage:iv 14.9
TCGA-B8-4619-01A 58 years, male, white, stage:i 13.7
TCGA-CZ-5453-01A 67 years, male, white, stage:ii