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Field

Term
Gene name

Class

Subclass

Chromosome

External id

In atlas

Reliability

Reliability

Reliability

Validation

Method

Validation

Method

Validation

Method

Validation

Location

Searches

Tissue

Cell type

Expression

Tissue

Specificity

Cell line

Specificity

Cancer

Specificity

Tissue

Detectable

Cell line

Detectable

Cancer

Detectable

Cancer

Prognosis

Category

Score

Score

Score

Antibodies

Column

 
 
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ABHD14B
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    TISSUE

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    CELL

  • PATHOLOGY

PATHOLOGY ATLAS RENAL CANCER

GENE/PROTEIN

Antibody validation

Dictionary

Renal cancer

RENAL CANCER - Survival analysis

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

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=648)High (n=229)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=438)High (n=439)

Expression cutoff

42.6 FPKM 27.1 FPKM

5-year survival high

83% 74%

5-year survival low

65% 64%

Log-rank P value

2.93e-5 (Prognostic, favourable) 8.02e-4

Interactive survival scatter plot (individual patient data)




Stage:

0246810121416Living years0.0102030405060708090100110120130FPKMAlive (n=651)Dead (n=226)BestMedian

TCGA RNA samples

Average FPKM

34.1

Number of samples

877

Samples

Sample

Description

FPKM

TCGA-B0-5702-01A 71 years, male, white, stage:i 135.7
TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii 122.7
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i 122.0
TCGA-BQ-5886-01A 75 years, male, white, stage:iii 103.9
TCGA-MH-A560-01A 62 years, male, white, stage:i 101.4
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i 100.9
TCGA-A4-8518-01A 48 years, male, white, stage:i 98.4
TCGA-F9-A7VF-01A 75 years, female, white, stage:i 97.1
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i 96.2
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i 94.0
TCGA-BQ-5875-01A 66 years, female, white, stage:iii 93.7
TCGA-BQ-5881-01A 69 years, male, white, stage:i 92.6
TCGA-G7-6790-01A 57 years, male, white, stage:i 91.4
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i 91.2
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i 88.2
TCGA-BQ-7046-01A 61 years, male, white, stage:i 87.4
TCGA-G7-6796-01A 58 years, male, white, stage:i 87.2
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i 86.6
TCGA-DW-5560-01A 38 years, female, white, stage:i 86.1
TCGA-BQ-7044-01A 73 years, male, white, stage:iii 85.0
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i 84.1
TCGA-BQ-5888-01A 74 years, female, white, stage:i 83.8
TCGA-GL-8500-01A 63 years, male, white, stage:i 83.5
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii 83.1
TCGA-GL-A59T-01A 46 years, male, white, stage:i 82.8
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i 81.6
TCGA-P4-AAVO-01A 69 years, male, white, stage:i 81.4
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i 81.3
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii 81.1
TCGA-B9-5155-01A 71 years, male, white, stage:iii 80.7
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii 79.9
TCGA-AT-A5NU-01A 77 years, male, white, stage:i 79.7
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv 79.4
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i 78.7
TCGA-DW-7838-01A 66 years, male, white, stage:i 77.9
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv 77.0
TCGA-4A-A93X-01A 58 years, male, white, stage:iv 76.9
TCGA-A4-8516-01A 62 years, male, white, stage:iii 76.7
TCGA-A4-7286-01A 42 years, male, white 76.4
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i 74.9
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i 74.7
TCGA-HE-7129-01A male, stage:ii 74.0
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i 73.7
TCGA-GL-6846-01A 52 years, male, white, stage:iv 73.7
TCGA-BQ-7058-01A 81 years, male, white, stage:iii 73.7
TCGA-HE-A5NF-01A 58 years, male, stage:i 72.9
TCGA-B0-5707-01A 39 years, female, white, stage:i 72.2
TCGA-KM-8439-01A 30 years, male, white, stage:i 72.0
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii 71.9
TCGA-SX-A7SP-01A 66 years, female, white, stage:i 71.7
TCGA-A4-7585-01A 67 years, male, white, stage:iii 71.7
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii 71.2
TCGA-KV-A74V-01A 40 years, male, white, stage:i 70.8
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i 70.7
TCGA-5P-A9K2-01A 62 years, male, white 70.2
TCGA-5P-A9KE-01A 70 years, male, white 70.1
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i 68.9
TCGA-HE-A5NL-01A 51 years, male, stage:i 68.5
TCGA-BQ-7051-01A 74 years, male, white, stage:ii 68.3
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii 68.2
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i 68.1
TCGA-BQ-7056-01A 75 years, female, white, stage:iii 68.1
TCGA-IZ-8195-01A 82 years, male, white, stage:ii 67.4
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i 67.0
TCGA-DW-7836-01A 55 years, male, white, stage:i 66.7
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii 66.6
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i 66.5
TCGA-P4-AAVM-01A 69 years, male, white, stage:i 66.4
TCGA-5P-A9K8-01A 51 years, female, white 66.2
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii 65.3
TCGA-KV-A6GE-01A 65 years, male, white, stage:i 64.8
TCGA-HE-A5NJ-01A 58 years, male 64.7
TCGA-B9-4617-01A 41 years, male, black or african american 64.7
TCGA-Y8-A895-01A 74 years, male, white, stage:i 64.6
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i 64.5
TCGA-5P-A9JY-01A 79 years, male, white 64.3
TCGA-A4-8630-01A 59 years, female, white, stage:i 64.0
TCGA-5P-A9K4-01A 54 years, male, white 63.9
TCGA-SX-A7SS-01A 67 years, male, white, stage:i 63.6
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i 63.6
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii 63.5
TCGA-KL-8339-01A 67 years, male, white, stage:iv 63.4
TCGA-B9-5156-01A 51 years, male, white 63.0
TCGA-HE-A5NI-01A 73 years, male, stage:i 62.9
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i 62.8
TCGA-P4-A5EB-01A 83 years, male, white, stage:i 62.5
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i 62.5
TCGA-5P-A9K0-01A 75 years, male, white 61.8
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i 61.3
TCGA-SX-A71V-01A 80 years, male, white, stage:i 61.1
TCGA-G7-6795-01A 56 years, male, white, stage:i 61.0
TCGA-KL-8326-01A 69 years, male, white, stage:iii 60.8
TCGA-A4-A6HP-01A 66 years, male, white, stage:i 60.4
TCGA-5P-A9JW-01A 64 years, male, white 60.3
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i 60.2
TCGA-AL-7173-01A 72 years, female, white, stage:iv 60.0
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i 59.7
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii 59.5
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i 59.4
TCGA-SX-A71R-01A 51 years, male, white, stage:i 59.3
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i 58.7
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii 58.6
TCGA-IA-A83S-01A 81 years, male, white 58.3
TCGA-B9-A5W9-01A 40 years, male, white, stage:i 57.9
TCGA-5P-A9K6-01A 64 years, male, white 57.9
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii 57.8
TCGA-B1-A47O-01A 54 years, female, white, stage:i 57.7
TCGA-WN-AB4C-01A female, white, stage:i 57.7
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i 57.6
TCGA-GL-A4EM-01A 62 years, male, white, stage:i 57.5
TCGA-KM-8441-01A 61 years, female, white, stage:i 57.4
TCGA-IA-A40U-01A 56 years, male, white, stage:iii 57.3
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i 57.2
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i 57.2
TCGA-P4-A5E7-01A 74 years, female, white, stage:i 57.0
TCGA-AL-3471-01A 74 years, male, white, stage:i 56.9
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 56.5
TCGA-DW-7839-01A 58 years, female, white, stage:i 56.3
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i 56.2
TCGA-IA-A83T-01A 80 years, male, white 56.2
TCGA-B0-5084-01A 33 years, male, white, stage:iv 55.9
TCGA-B1-A657-01A 54 years, male, white, stage:i 55.9
TCGA-IA-A83V-01A 63 years, male, white, stage:i 55.9
TCGA-KV-A6GD-01A 85 years, male, white, stage:i 55.8
TCGA-AL-3472-01A 57 years, male, black or african american 55.8
TCGA-KN-8431-01A 35 years, female, stage:ii 55.3
TCGA-BQ-5878-01A 79 years, female, white, stage:iii 55.2
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i 55.1
TCGA-KN-8437-01A 42 years, female, white, stage:i 55.0
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i 54.8
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i 54.8
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i 54.7
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii 54.7
TCGA-B1-A656-01A 64 years, male, white, stage:i 54.5
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i 54.5
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv 54.4
TCGA-MH-A561-01A 66 years, male, white, stage:i 54.3
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i 54.1
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii 54.1
TCGA-5P-A9KF-01A 53 years, male, white 54.0
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i 53.7
TCGA-A4-8517-01A 71 years, male, white, stage:i 53.4
TCGA-A4-8310-01A 58 years, male, white, stage:iii 53.4
TCGA-KL-8335-01A 68 years, male, white, stage:iii 53.3
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i 53.2
TCGA-SX-A7SL-01A 74 years, male, stage:i 53.1
TCGA-EV-5902-01A 58 years, male, white, stage:i 53.0
TCGA-KN-8433-01A 46 years, female, white, stage:iii 53.0
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i 52.8
TCGA-P4-A5ED-01A 51 years, male, white, stage:i 52.4
TCGA-Y8-A897-01A 68 years, female, white, stage:i 52.4
TCGA-HE-A5NK-01A 82 years, male 52.3
TCGA-GL-A9DD-01A 69 years, male, white, stage:i 52.2
TCGA-BQ-5880-01A 79 years, male, white, stage:iii 52.0
TCGA-J7-6720-01A 42 years, male, asian, stage:i 52.0
TCGA-Y8-A898-01A 69 years, male, white, stage:i 51.9
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i 51.7
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i 51.5
TCGA-SX-A71W-01A 66 years, male, white, stage:i 51.5
TCGA-BQ-5893-01A 61 years, male, white, stage:iv 51.4
TCGA-BP-4177-01A 65 years, male, white, stage:i 51.1
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i 51.1
TCGA-5P-A9JZ-01A 51 years, female, white 51.0
TCGA-B9-7268-01A 59 years, male, white, stage:ii 50.8
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i 50.7
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i 50.5
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i 50.5
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii 50.4
TCGA-KM-8639-01A 67 years, male, white, stage:i 50.3
TCGA-BQ-5876-01A 75 years, male, white, stage:i 50.1
TCGA-EV-5903-01A 57 years, male, white, stage:i 49.6
TCGA-B1-5398-01A 73 years, male, white, stage:iii 49.6
TCGA-BQ-7050-01A 53 years, female, white, stage:i 49.4
TCGA-SX-A7SU-01A 47 years, male, stage:i 49.4
TCGA-BQ-5885-01A 63 years, male, white, stage:iii 49.2
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii 48.7
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii 48.6
TCGA-4A-A93W-01A 66 years, female, white, stage:i 48.5
TCGA-5P-A9K3-01A 59 years, male, white 48.5
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i 48.5
TCGA-DZ-6133-01A 66 years, female, white, stage:i 48.5
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i 48.4
TCGA-A4-7288-01A 71 years, female, white 48.4
TCGA-A4-7732-01A 55 years, male, black or african american 47.9
TCGA-B3-4103-01A 56 years, male, white, stage:i 47.9
TCGA-DW-7834-01A 53 years, male, white, stage:i 47.8
TCGA-Y8-A896-01A 62 years, male, white, stage:iii 47.8
TCGA-HE-A5NH-01A 62 years, male, stage:i 47.8
TCGA-KL-8328-01A 60 years, male, white, stage:ii 47.6
TCGA-BP-4761-01A 57 years, male, white, stage:iii 47.3
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i 46.9
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii 46.6
TCGA-SX-A7SN-01A 52 years, male, white, stage:i 46.4
TCGA-KO-8417-01A 30 years, female, white, stage:i 46.4
TCGA-G7-7502-01A 83 years, male, white, stage:i 46.3
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii 46.3
TCGA-DZ-6134-01A 69 years, male, white, stage:i 46.2
TCGA-AK-3427-01A 65 years, male, white, stage:i 46.2
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i 46.1
TCGA-AL-3468-01A 74 years, male, white, stage:ii 46.1
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 46.0
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i 45.5
TCGA-KN-8418-01A 41 years, female, white, stage:ii 45.3
TCGA-GL-A59R-01A 79 years, male, white, stage:iii 45.2
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 45.2
TCGA-A3-3385-01A 46 years, female, white, stage:i 45.0
TCGA-AK-3451-01A 48 years, male, white, stage:ii 44.9
TCGA-G7-6797-01A 46 years, male, white, stage:iii 44.8
TCGA-BQ-5891-01A 57 years, female, white, stage:iii 44.7
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 44.7
TCGA-B0-4707-01A 63 years, male, white, stage:iii 44.6
TCGA-BQ-7048-01A 64 years, male, white, stage:iii 44.6
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i 44.6
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i 44.5
TCGA-BQ-5890-01A 69 years, male, white, stage:iii 44.5
TCGA-G7-A8LC-01A 61 years, male, white, stage:i 44.5
TCGA-KL-8342-01A 45 years, female, white, stage:ii 44.4
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i 44.3
TCGA-B1-A655-01A 77 years, female, white, stage:i 43.6
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 43.5
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 43.3
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i 43.0
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i 43.0
TCGA-B0-5102-01A 74 years, female, white, stage:i 42.9
TCGA-BP-4976-01A 77 years, male, white, stage:i 42.9
TCGA-KL-8344-01A 51 years, male, white, stage:iii 42.8
TCGA-MH-A856-01A 54 years, male, white, stage:i 42.8
TCGA-A4-8311-01A 60 years, male, white, stage:i 42.8
TCGA-B0-5697-01A 50 years, male, white, stage:i 42.7
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 42.5
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i 42.4
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i 42.4
TCGA-B0-4833-01A 82 years, female, white, stage:i 42.2
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i 42.2
TCGA-B1-A47N-01A 62 years, male, white, stage:i 42.1
TCGA-KN-8428-01A 71 years, male, white, stage:ii 42.0
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i 41.8
TCGA-BQ-7061-01A 84 years, female, white, stage:i 41.4
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i 41.4
TCGA-KM-8438-01A 45 years, female, white, stage:ii 41.3
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i 41.3
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 41.2
TCGA-WN-A9G9-01A male, white, stage:i 41.0
TCGA-5P-A9K9-01A 59 years, female, white 40.9
TCGA-B9-4117-01A 48 years, female, black or african american 40.9
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i 40.8
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 40.6
TCGA-Y8-A894-01A 57 years, female, white, stage:i 40.6
TCGA-BQ-5894-01A 42 years, male, stage:iv 40.5
TCGA-GL-A9DC-01A 66 years, female, white, stage:i 40.4
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i 40.3
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 40.2
TCGA-A4-A5DU-01A 45 years, female, white, stage:i 40.1
TCGA-BQ-7059-01A 71 years, male, white, stage:i 39.9
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 39.9
TCGA-BQ-7055-01A 73 years, male, white, stage:i 39.9
TCGA-KL-8327-01A 46 years, female, white, stage:i 39.8
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 39.7
TCGA-B0-4839-01A 80 years, female, white, stage:i 39.6
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii 39.5
TCGA-DV-5573-01A 41 years, male, white, stage:i 39.3
TCGA-B0-4842-01A 74 years, female, white, stage:iii 39.2
TCGA-SX-A71U-01A 57 years, male, white, stage:i 39.1
TCGA-DZ-6135-01A 45 years, male, stage:i 39.1
TCGA-DW-7842-01A 52 years, male, white, stage:i 39.0
TCGA-G7-6789-01A 53 years, female, white, stage:iv 38.9
TCGA-B3-3926-01A 59 years, female, white, stage:i 38.8
TCGA-B0-4834-01A 49 years, male, white, stage:i 38.6
TCGA-KL-8331-01A 48 years, female, white, stage:ii 38.5
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii 38.4
TCGA-KL-8343-01A 72 years, male, white, stage:iii 38.4
TCGA-KO-8411-01A 58 years, male, white, stage:i 38.4
TCGA-SX-A7SO-01A 64 years, male, white, stage:i 38.3
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii 38.2
TCGA-BQ-5882-01A 54 years, male, stage:iii 37.7
TCGA-KM-8443-01A 58 years, male, white, stage:ii 37.5
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i 37.4
TCGA-KM-8477-01A 56 years, male, white, stage:i 37.2
TCGA-B0-5109-01A 69 years, male, white, stage:iii 37.0
TCGA-O9-A75Z-01A 44 years, male, white, stage:i 36.9
TCGA-CJ-5683-01A 78 years, male, white, stage:i 36.9
TCGA-KM-8476-01A 47 years, male, white, stage:i 36.8
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii 36.6
TCGA-B0-4698-01A 75 years, male, white, stage:iv 36.5
TCGA-J7-8537-01A 37 years, female, asian, stage:iii 36.5
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 36.4
TCGA-AK-3447-01A 84 years, male, white, stage:ii 36.3
TCGA-KN-8429-01A 38 years, female, white, stage:iii 36.3
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii 36.3
TCGA-B4-5835-01A 64 years, female, white, stage:i 36.2
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 36.1
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i 35.9
TCGA-BQ-5892-01A 51 years, male, white, stage:i 35.7
TCGA-BP-5173-01A 75 years, male, white, stage:i 35.7
TCGA-B8-4619-01A 58 years, male, white, stage:i 35.7
TCGA-KL-8345-01A 75 years, male, white, stage:iii 35.4
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i 35.4
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 35.3
TCGA-B4-5838-01A 52 years, male, white 35.3
TCGA-A3-3328-01A 79 years, male, white, stage:i 35.2
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i 35.2
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii 35.1
TCGA-G7-A8LE-01A 62 years, male, white, stage:i 35.0
TCGA-BP-4962-01A 58 years, male, white, stage:ii 34.8
TCGA-BP-4756-01A 63 years, female, asian, stage:i 34.7
TCGA-BP-5190-01A 61 years, male, white, stage:i 34.7
TCGA-EV-5901-01A 47 years, female, white, stage:i 34.7
TCGA-CJ-4892-01A 65 years, female, white, stage:i 34.5
TCGA-CJ-5672-01A 84 years, male, white, stage:i 34.5
TCGA-B0-5691-01A 66 years, female, white, stage:i 34.2
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i 34.1
TCGA-KO-8408-01A 47 years, male, white, stage:iii 34.1
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii 34.0
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii 34.0
TCGA-KL-8337-01A 26 years, male, black or african american, stage:ii 33.9
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 33.9
TCGA-B0-5700-01A 77 years, male, white, stage:i 33.8
TCGA-BP-5183-01A 57 years, male, white, stage:iii 33.7
TCGA-KO-8407-01A 42 years, male, white, stage:ii 33.7
TCGA-B3-4104-01A 75 years, male, white, stage:ii 33.6
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 33.4
TCGA-A4-7996-01A 61 years, female, white, stage:i 33.3
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 33.2
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 33.1
TCGA-EU-5905-01A 67 years, female, white, stage:i 33.1
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i 33.0
TCGA-KL-8334-01A 37 years, female, white, stage:iii 33.0
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i 32.7
TCGA-BP-4768-01A 72 years, female, white, stage:i 32.7
TCGA-CZ-4866-01A 79 years, female, white, stage:i 32.7
TCGA-AL-3473-01A 55 years, male, white, stage:ii 32.7
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv 32.6
TCGA-B0-5106-01A 64 years, male, white, stage:i 32.6
TCGA-BP-5168-01A 75 years, male, white, stage:i 32.4
TCGA-A3-3335-01A 41 years, male, white, stage:ii 32.4
TCGA-B9-4116-01A 75 years, female, black or african american 32.4
TCGA-B0-4827-01A 77 years, female, white, stage:iii 32.3
TCGA-BP-5185-01A 56 years, male, white, stage:i 32.3
TCGA-GL-7773-01A 63 years, male, white, stage:i 32.3
TCGA-B0-4822-01A 78 years, male, white, stage:ii 32.2
TCGA-EU-5907-01A 81 years, male, white, stage:iii 32.1
TCGA-B0-5117-01A 40 years, male, white, stage:i 32.0
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 32.0
TCGA-IZ-8196-01A 50 years, male, white, stage:i 31.9
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 31.8
TCGA-KN-8436-01A 63 years, male, white, stage:ii 31.8
TCGA-B2-3923-01A 59 years, male, white, stage:ii 31.7
TCGA-G7-6793-01A 60 years, female, white, stage:iv 31.7
TCGA-A4-A57E-01A 59 years, male, white, stage:iv 31.6
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i 31.5
TCGA-5P-A9KA-01A 61 years, male, white 31.5
TCGA-BQ-5889-01A 63 years, male, white, stage:iv 31.4
TCGA-B0-5119-01A 61 years, female, white, stage:i 31.4
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 31.4
TCGA-AK-3454-01A 84 years, male, white, stage:i 31.3
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 31.2
TCGA-BP-4776-01A 52 years, male, white, stage:i 31.2
TCGA-A3-3380-01A 54 years, male, stage:i 31.2
TCGA-BP-4758-01A 40 years, male, white, stage:i 31.1
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 31.0
TCGA-KL-8340-01A 34 years, male, white, stage:ii 31.0
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i 30.9
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 30.9
TCGA-SX-A71S-01A 66 years, female, white, stage:i 30.9
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 30.8
TCGA-AK-3436-01A 40 years, male, white, stage:iv 30.8
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 30.7
TCGA-KO-8415-01A 44 years, female, white, stage:i 30.6
TCGA-BP-4967-01A 76 years, male, white, stage:iii 30.6
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 30.6
TCGA-BP-4777-01A 46 years, male, white, stage:i 30.5
TCGA-B0-4810-01A 47 years, male, white, stage:iii 30.5
TCGA-AK-3445-01A 69 years, male, white, stage:iii 30.4
TCGA-B0-5400-01A 59 years, female, white, stage:iii 30.3
TCGA-AK-3443-01A 45 years, male, white, stage:ii 30.3
TCGA-B0-5696-01A 70 years, male, white, stage:iii 30.2
TCGA-B2-5641-01A 79 years, male, white, stage:i 30.2
TCGA-CZ-4859-01A 59 years, female, white, stage:i 30.2
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii 30.1
TCGA-BQ-7049-01A 45 years, female, white, stage:i 30.1
TCGA-HE-7130-01A female, stage:iii 30.1
TCGA-MM-A563-01A 41 years, male, black or african american 30.0
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 30.0
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 30.0
TCGA-KO-8414-01A 50 years, female, white, stage:ii 29.9
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i 29.8
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 29.7
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 29.7
TCGA-KL-8330-01A 44 years, female, black or african american, stage:ii 29.5
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 29.5
TCGA-5P-A9KC-01A 51 years, female, white 29.4
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 29.4
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 29.3
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 29.1
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii 29.1
TCGA-CZ-5470-01A 72 years, female, stage:ii 29.1
TCGA-B0-4824-01A 49 years, female, white, stage:i 29.0
TCGA-CJ-4903-01A 50 years, male, white, stage:i 29.0
TCGA-KL-8324-01A 67 years, female, white, stage:ii 28.9
TCGA-BP-5192-01A 59 years, male, white, stage:i 28.9
TCGA-AK-3434-01A 72 years, male, white, stage:i 28.9
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 28.8
TCGA-AK-3426-01A 37 years, male, white, stage:iii 28.7
TCGA-A3-3362-01A 60 years, female, white, stage:i 28.7
TCGA-A4-7997-01A 67 years, male, white, stage:i 28.6
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 28.6
TCGA-KN-8434-01A 65 years, female, white, stage:ii 28.6
TCGA-CJ-6027-01A 77 years, male, white, stage:i 28.6
TCGA-BP-4981-01A 75 years, female, white, stage:iii 28.6
TCGA-KL-8325-01A 56 years, female, white, stage:ii 28.6
TCGA-DZ-6132-01A 69 years, male, stage:i 28.5
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i 28.5
TCGA-BP-4158-01A 69 years, male, white, stage:i 28.5
TCGA-BP-5000-01A 40 years, male, white, stage:i 28.4
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii 28.3
TCGA-BP-5180-01A 53 years, male, white, stage:i 28.3
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 28.2
TCGA-BP-4327-01A 75 years, female, white, stage:ii 28.2
TCGA-BP-5181-01A 58 years, female, white, stage:i 28.2
TCGA-KL-8329-01A 57 years, female, asian, stage:i 28.2
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 28.2
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 28.2
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i 28.0
TCGA-KO-8416-01A 41 years, male, white, stage:iii 28.0
TCGA-KL-8336-01A 51 years, female, white, stage:iv 27.9
TCGA-A3-3357-01A 62 years, male, white, stage:ii 27.9
TCGA-KL-8338-01A 51 years, male, white, stage:iii 27.7
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 27.6
TCGA-BP-4959-01A 49 years, male, white, stage:i 27.6
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii 27.6
TCGA-KN-8427-01A 54 years, male, white, stage:iv 27.5
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 27.5
TCGA-IA-A83W-01A 70 years, male, white, stage:i 27.5
TCGA-CW-5585-01A 51 years, male, white, stage:iv 27.5
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 27.4
TCGA-KN-8419-01A 43 years, male, black or african american, stage:ii 27.4
TCGA-B0-5092-01A 53 years, female, white, stage:iv 27.3
TCGA-B0-5107-01A 65 years, female, white, stage:iv 27.3
TCGA-BP-4769-01A 63 years, male, white, stage:i 27.1
TCGA-BP-4165-01A 64 years, female, white, stage:i 27.0
TCGA-BP-5178-01A 71 years, male, white, stage:iv 27.0
TCGA-B0-4841-01A 63 years, male, white, stage:iv 27.0
TCGA-B0-5692-01A 66 years, female, white, stage:iii 27.0
TCGA-B0-4844-01A 60 years, male, white, stage:iv 27.0
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 27.0
TCGA-BP-4993-01A 58 years, male, white, stage:i 26.9
TCGA-BP-5175-01A 60 years, male, white, stage:i 26.8
TCGA-BP-4968-01A 40 years, male, white, stage:i 26.8
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 26.8
TCGA-BP-4337-01A 76 years, female, white, stage:iii 26.8
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 26.7
TCGA-A3-3325-01A 52 years, male, white, stage:i 26.6
TCGA-B0-5701-01A 65 years, male, white, stage:iii 26.5
TCGA-B0-4691-01A 55 years, male, white, stage:iv 26.5
TCGA-B0-5399-01A 46 years, male, white, stage:i 26.4
TCGA-BP-5201-01A 63 years, male, white, stage:iv 26.4
TCGA-BP-4804-01A 59 years, male, white, stage:i 26.3
TCGA-A3-3382-01A 69 years, male, white, stage:i 26.2
TCGA-DV-5568-01A 26 years, male, white, stage:i 26.2
TCGA-B0-4697-01A 46 years, female, white, stage:iv 26.2
TCGA-CZ-5453-01A 67 years, male, white, stage:ii 26.2
TCGA-BP-4351-01A 51 years, female, white, stage:iii 26.1
TCGA-B0-5705-01A 65 years, female, white, stage:i 26.1
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 26.1
TCGA-KN-8435-01A 59 years, male, white, stage:ii 26.1
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 26.1
TCGA-5P-A9JV-01A 49 years, male, white 26.0
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 25.9
TCGA-BP-5001-01A 43 years, female, white, stage:i 25.9
TCGA-B0-5121-01A 56 years, male, white, stage:i 25.8
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 25.8
TCGA-B8-5550-01A 71 years, male, white, stage:iii 25.8
TCGA-KN-8424-01A 42 years, female, white, stage:i 25.7
TCGA-A3-3383-01A 52 years, male, white, stage:i 25.7
TCGA-KM-8440-01A 37 years, male, black or african american, stage:iii 25.7
TCGA-DV-5566-01A 67 years, female, white, stage:i 25.7
TCGA-B0-5088-01A 53 years, male, white, stage:i 25.5
TCGA-B0-5116-01A 53 years, male, white, stage:iii 25.5
TCGA-KM-8442-01A 38 years, male, stage:ii 25.5
TCGA-B0-4694-01A 72 years, male, white, stage:iii 25.4
TCGA-CW-5589-01A 52 years, male, white, stage:i 25.4
TCGA-B2-5639-01A 46 years, male, white, stage:iv 25.4
TCGA-CW-5591-01A 56 years, male, white, stage:iv 25.3
TCGA-B8-5549-01A 53 years, male, white, stage:i 25.3
TCGA-B0-4849-01A 51 years, male, white, stage:iii 25.2
TCGA-AK-3458-01A 48 years, male, white, stage:i 25.2
TCGA-B0-5694-01A 71 years, male, white, stage:iii 25.2
TCGA-KO-8406-01A 17 years, female, white, stage:i 25.1
TCGA-DV-5575-01A 52 years, female, white, stage:i 25.0
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 25.0
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 24.9
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 24.9
TCGA-BP-5176-01A 78 years, female, white, stage:i 24.9
TCGA-CJ-4889-01A 63 years, female, white, stage:i 24.9
TCGA-B0-5693-01A 47 years, female, white, stage:i 24.8
TCGA-A4-7734-01A 53 years, female, white, stage:i 24.8
TCGA-B0-5085-01A 76 years, female, white, stage:iii 24.8
TCGA-BP-4790-01A 76 years, male, white, stage:i 24.8
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 24.7
TCGA-B4-5378-01A 62 years, male, white, stage:i 24.7
TCGA-BP-4969-01A 63 years, female, white, stage:i 24.7
TCGA-AK-3450-01A 85 years, female, white, stage:i 24.7
TCGA-B0-4813-01A 68 years, male, white, stage:iii 24.7
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii 24.6
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 24.6
TCGA-B0-4700-01A 60 years, male, white, stage:iv 24.6
TCGA-B0-5080-01A 63 years, male, white, stage:iv 24.6
TCGA-AK-3455-01A 71 years, female, white, stage:iii 24.6
TCGA-BP-4801-01A 57 years, male, white, stage:i 24.5
TCGA-BP-4346-01A 57 years, male, white, stage:iii 24.5
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 24.5
TCGA-CW-5587-01A 62 years, female, white, stage:iii 24.4
TCGA-KN-8425-01A 53 years, male, white, stage:i 24.4
TCGA-AL-3467-01A 54 years, female, white 24.4
TCGA-B8-4154-01A 73 years, female, white, stage:i 24.3
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 24.3
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 24.2
TCGA-CJ-4874-01A 73 years, female, white, stage:i 24.2
TCGA-DV-5569-01A 29 years, female, white, stage:i 24.2
TCGA-KO-8413-01A 46 years, male, white, stage:i 24.1
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 24.1
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 24.1
TCGA-B4-5834-01A 59 years, male, white, stage:i 24.0
TCGA-B0-4814-01A 58 years, male, white, stage:iv 24.0
TCGA-B0-4818-01A 68 years, female, white, stage:ii 24.0
TCGA-B0-5083-01A 63 years, male, white, stage:i 24.0
TCGA-B9-A69E-01A 71 years, male, white, stage:iii 24.0
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii 24.0
TCGA-AK-3429-01A 54 years, female, white, stage:ii 24.0
TCGA-CW-5581-01A 44 years, male, white, stage:i 24.0
TCGA-B2-4099-01A 83 years, male, white, stage:i 23.9
TCGA-KO-8405-01A 29 years, male, white, stage:iii 23.9
TCGA-KL-8346-01A 62 years, male, white, stage:ii 23.8
TCGA-B8-5158-01A 56 years, male, white, stage:iii 23.8
TCGA-AK-3440-01A 58 years, male, white, stage:i 23.8
TCGA-B8-4153-01B 74 years, male, white, stage:iii 23.7
TCGA-BP-5174-01A 45 years, female, white, stage:i 23.7
TCGA-BP-4795-01A 74 years, female, white, stage:i 23.7
TCGA-BP-5199-01A 58 years, male, white, stage:ii 23.7
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv 23.7
TCGA-BP-4787-01A 59 years, female, white, stage:iv 23.6
TCGA-A3-3306-01A 67 years, male, white, stage:i 23.6
TCGA-5P-A9KH-01A 77 years, male, white 23.6
TCGA-B0-5695-01A 61 years, female, white, stage:i 23.6
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 23.5
TCGA-CJ-6031-01A 54 years, male, white, stage:i 23.5
TCGA-BP-4159-01A 70 years, male, white, stage:i 23.5
TCGA-B0-4714-01A 81 years, male, white, stage:iv 23.5
TCGA-AL-3466-01A 41 years, male, white, stage:iv 23.5
TCGA-BP-4771-01A 62 years, male, white, stage:iv 23.4
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 23.4
TCGA-CZ-4853-01A 82 years, male, white, stage:i 23.4
TCGA-B0-5077-01A 77 years, male, white, stage:i 23.4
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 23.4
TCGA-CJ-5689-01A 90 years, male, white, stage:i 23.3
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 23.3
TCGA-B0-4823-01A 88 years, male, white, stage:i 23.3
TCGA-A3-3322-01A 51 years, male, white, stage:i 23.2
TCGA-B0-4706-01A 61 years, male, white, stage:iii 23.2
TCGA-BP-5186-01A 50 years, female, white, stage:i 23.2
TCGA-B0-4712-01A 76 years, male, white, stage:iv 23.1
TCGA-B0-4828-01A 79 years, male, white, stage:iv 23.0
TCGA-BP-5010-01A 63 years, male, white, stage:iii 23.0
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 23.0
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 22.9
TCGA-CW-5584-01A 74 years, male, white, stage:iii 22.9
TCGA-CJ-5686-01A 59 years, female, white, stage:i 22.8
TCGA-BP-4332-01A 36 years, male, white, stage:iii 22.7
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 22.7
TCGA-BP-4784-01A 67 years, female, white, stage:i 22.7
TCGA-BP-4331-01A 52 years, male, white, stage:i 22.6
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 22.6
TCGA-BP-5184-01A 54 years, male, white, stage:i 22.6
TCGA-BP-5177-01A 46 years, female, white, stage:i 22.6
TCGA-BP-4341-01A 67 years, male, white, stage:iii 22.6
TCGA-B0-5699-01A 53 years, male, white, stage:i 22.5
TCGA-EU-5906-01A 55 years, male, white, stage:i 22.5
TCGA-B0-5703-01A 73 years, male, white, stage:i 22.5
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 22.5
TCGA-KL-8332-01A 55 years, male, white, stage:i 22.5
TCGA-CW-5590-01A 51 years, male, white, stage:iv 22.4
TCGA-KO-8404-01A 78 years, male, white, stage:iv 22.4
TCGA-B8-4143-01A 66 years, female, white, stage:iv 22.4
TCGA-CJ-4872-01A 51 years, male, white, stage:i 22.4
TCGA-BP-4160-01A 67 years, male, white, stage:iii 22.3
TCGA-B8-5165-01A 43 years, male, white, stage:i 22.3
TCGA-B0-4819-01A 60 years, female, white, stage:iv 22.3
TCGA-B8-4151-01A 51 years, female, white, stage:iii 22.3
TCGA-CJ-6030-01A 66 years, male, white, stage:i 22.3
TCGA-A3-3370-01A 48 years, female, white, stage:i 22.3
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 22.1
TCGA-B0-5075-01A 77 years, female, white, stage:iii 22.0
TCGA-B4-5836-01A 61 years, female, white, stage:i 22.0
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 22.0
TCGA-B0-5709-01A 62 years, female, white, stage:iii 21.9
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 21.9
TCGA-CW-5583-01A 51 years, female, white, stage:i 21.9
TCGA-B4-5377-01A 68 years, female, white, stage:iv 21.9
TCGA-B0-5402-01A 64 years, male, white, stage:iv 21.9
TCGA-BP-5182-01A 56 years, male, white, stage:i 21.9
TCGA-BP-4325-01A 64 years, female, white, stage:i 21.8
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 21.8
TCGA-AK-3453-01A 58 years, female, white, stage:ii 21.8
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 21.8
TCGA-KN-8421-01A 48 years, female, white, stage:ii 21.8
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i 21.8
TCGA-BP-4335-01A 65 years, female, white, stage:iv 21.7
TCGA-BP-4342-01A 79 years, male, white, stage:ii 21.7
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i 21.7
TCGA-B0-5710-01A 57 years, male, white, stage:i 21.7
TCGA-B0-4811-01A 48 years, male, white, stage:iii 21.6
TCGA-B0-5713-01A 75 years, female, white, stage:iii 21.6
TCGA-B0-4713-01A 76 years, female, white, stage:iii 21.6
TCGA-BP-4975-01A 40 years, male, white, stage:i 21.6
TCGA-B8-4148-01A 63 years, female, white, stage:i 21.5
TCGA-B0-5690-01A 53 years, female, white, stage:i 21.5
TCGA-BP-4355-01A 59 years, female, white, stage:iii 21.5
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 21.4
TCGA-B3-3925-01A 52 years, male, white, stage:iii 21.4
TCGA-CJ-4905-01A 62 years, female, white, stage:i 21.3
TCGA-CZ-5466-01A 67 years, male, stage:iii 21.3
TCGA-B0-4718-01A 57 years, male, white, stage:iii 21.3
TCGA-BP-4164-01A 51 years, female, white, stage:iii 21.3
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 21.3
TCGA-CJ-4886-01A 43 years, female, white, stage:i 21.2
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 21.1
TCGA-BP-4759-01A 50 years, male, white, stage:i 21.1
TCGA-BP-5191-01A 80 years, male, white, stage:iii 21.0
TCGA-B0-4843-01A 57 years, male, white, stage:iii 21.0
TCGA-BP-5187-01A 54 years, male, white, stage:i 20.9
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 20.9
TCGA-B0-5115-01A 43 years, male, white, stage:iv 20.9
TCGA-CJ-4634-01A 60 years, female, white, stage:i 20.8
TCGA-B0-4848-01A 54 years, male, white, stage:iii 20.8
TCGA-EU-5904-01A 47 years, female, white, stage:i 20.8
TCGA-B8-5552-01B 41 years, female, white, stage:i 20.8
TCGA-B0-4816-01A 49 years, male, white, stage:ii 20.8
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 20.8
TCGA-AK-3460-01A 58 years, male, white, stage:i 20.7
TCGA-B0-4837-01A 63 years, male, white, stage:i 20.7
TCGA-B0-5711-01A 50 years, male, white, stage:iii 20.7
TCGA-DV-5574-01A 37 years, male, white, stage:i 20.7
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 20.7
TCGA-BP-4338-01A 43 years, male, white, stage:i 20.6
TCGA-B0-4845-01A 70 years, male, white, stage:iv 20.6
TCGA-A3-3320-01A 52 years, female, white, stage:i 20.6
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 20.6
TCGA-AK-3461-01A 72 years, male, white, stage:i 20.6
TCGA-BP-4774-01A 57 years, female, white, stage:i 20.6
TCGA-BP-5170-01A 55 years, male, white, stage:i 20.5
TCGA-BP-4995-01A 68 years, male, white, stage:i 20.5
TCGA-CZ-4862-01A 46 years, male, white, stage:i 20.5
TCGA-CZ-4865-01A 70 years, female, white, stage:i 20.5
TCGA-A3-3359-01A 82 years, female, white, stage:i 20.5
TCGA-B0-4701-01A 66 years, female, white, stage:iv 20.5
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 20.5
TCGA-CJ-4635-01A 48 years, male, white, stage:i 20.5
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii 20.4
TCGA-BP-5202-01A 75 years, male, white, stage:iii 20.4
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 20.4
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 20.4
TCGA-BP-4353-01A 61 years, male, white, stage:i 20.4
TCGA-B8-5162-01A 63 years, male, white, stage:ii 20.3
TCGA-BP-4349-01A 68 years, female, white, stage:i 20.3
TCGA-BP-4782-01A 55 years, female, white, stage:i 20.3
TCGA-B0-5120-01A 72 years, female, white, stage:i 20.3
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 20.2
TCGA-BP-4174-01A 49 years, male, white, stage:ii 20.2
TCGA-BP-5006-01A 61 years, male, white, stage:i 20.1
TCGA-B0-4699-01A 74 years, male, white, stage:iv 20.1
TCGA-KL-8323-01A 57 years, female, white, stage:iii 20.1
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 20.0
TCGA-B0-4847-01A 60 years, male, white, stage:iv 20.0
TCGA-BP-4974-01A 58 years, male, white, stage:iv 20.0
TCGA-A3-3331-01A 86 years, female, white, stage:i 20.0
TCGA-BP-4167-01A 60 years, male, white, stage:iii 20.0
TCGA-A3-3352-01A male, white, stage:iii 19.9
TCGA-CJ-4893-01A 76 years, female, white, stage:i 19.8
TCGA-BP-4807-01A 42 years, male, white, stage:i 19.8
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 19.8
TCGA-BQ-5887-01A 54 years, male, white, stage:iii 19.7
TCGA-BP-4789-01A 48 years, male, white, stage:i 19.7
TCGA-A3-3349-01A 34 years, female, white, stage:i 19.6
TCGA-BP-5004-01A 53 years, male, white, stage:i 19.6
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 19.6
TCGA-BP-4987-01A 41 years, female, asian, stage:i 19.6
TCGA-KN-8432-01A 86 years, female, white, stage:ii 19.6
TCGA-A3-3317-01A 67 years, male, stage:ii 19.5
TCGA-A3-3326-01A 47 years, male, white, stage:i 19.5
TCGA-B4-5843-01A 45 years, male, white, stage:i 19.5
TCGA-BP-4965-01A 46 years, male, white, stage:i 19.5
TCGA-BP-4762-01A 42 years, male, white, stage:i 19.5
TCGA-B0-4945-01A 75 years, female, white, stage:i 19.5
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii 19.5
TCGA-CJ-5671-01A 51 years, male, white, stage:i 19.5
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 19.4
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 19.4
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 19.4
TCGA-BP-4994-01A 54 years, male, white, stage:i 19.4
TCGA-B2-5636-01A 79 years, male, white, stage:i 19.4
TCGA-CZ-5984-01A 51 years, male, white, stage:i 19.3
TCGA-B0-5706-01A 45 years, male, white, stage:ii 19.3
TCGA-CZ-4856-01A 62 years, female, white, stage:i 19.3
TCGA-BP-4982-01A 42 years, male, white, stage:i 19.3
TCGA-B0-4815-01A 65 years, male, white, stage:iii 19.3
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 19.2
TCGA-BP-4798-01A 74 years, male, white 19.2
TCGA-B8-5553-01A 67 years, female, white, stage:i 19.2
TCGA-BP-5008-01A 46 years, male, white, stage:i 19.2
TCGA-BP-4344-01A 75 years, female, white, stage:i 19.1
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 19.1
TCGA-A3-3367-01A 72 years, male, white, stage:i 19.0
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 19.0
TCGA-A3-3307-01A 66 years, male, stage:iii 19.0
TCGA-BP-4781-01A 78 years, male, white, stage:i 19.0
TCGA-BP-4765-01A 43 years, male, white, stage:i 18.9
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 18.9
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 18.9
TCGA-KO-8409-01A 69 years, male, white, stage:ii 18.8
TCGA-BP-5007-01A 46 years, male, white, stage:ii 18.8
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 18.8
TCGA-BP-4977-01A 57 years, male, white, stage:i 18.8
TCGA-B0-5095-01A 81 years, male, white, stage:iii 18.8
TCGA-BP-4166-01A 69 years, male, white, stage:iii 18.7
TCGA-A3-3373-01A 54 years, female, white, stage:i 18.7
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 18.6
TCGA-CW-5588-01A 78 years, female, white, stage:i 18.5
TCGA-BP-4972-01A 43 years, female, white, stage:iii 18.4
TCGA-BP-4989-01A 58 years, male, white, stage:iii 18.4
TCGA-B0-5099-01A 88 years, female, white, stage:iii 18.3
TCGA-BP-4973-01A 47 years, male, white, stage:iii 18.3
TCGA-A3-3358-01A 57 years, female, white, stage:i 18.3
TCGA-CW-5580-01A 73 years, female, white, stage:iv 18.3
TCGA-KO-8403-01A 49 years, male, white, stage:i 18.3
TCGA-B2-4101-01A 52 years, male, white, stage:ii 18.3
TCGA-BP-5196-01A 54 years, male, white, stage:i 18.2
TCGA-B0-5812-01A 53 years, male, white, stage:i 18.2
TCGA-BP-4971-01A 40 years, male, white, stage:iii 18.2
TCGA-B0-4817-01A 81 years, male, white, stage:iii 18.2
TCGA-BP-4964-01A 55 years, female, white, stage:i 18.1
TCGA-B0-5081-01A 80 years, female, white, stage:iii 18.1
TCGA-BP-4803-01A 79 years, male, white, stage:iii 18.1
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 18.1
TCGA-B0-4846-01A 52 years, male, white, stage:iv 18.1
TCGA-GL-7966-01A 28 years, female, white, stage:iii 18.1
TCGA-B0-4693-01A 73 years, female, white, stage:iii 18.0
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 18.0
TCGA-BQ-5879-01A 32 years, female, white, stage:iii 18.0
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 18.0
TCGA-BP-4173-01A 47 years, male, white, stage:ii 18.0
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 17.9
TCGA-DV-5565-01A 59 years, male, white, stage:i 17.9
TCGA-BP-4161-01A 74 years, male, white, stage:i 17.9
TCGA-BP-5195-01A 75 years, male, white, stage:i 17.8
TCGA-B0-5104-01A 90 years, female, white, stage:i 17.8
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 17.8
TCGA-BP-4766-01A 43 years, female, white, stage:i 17.8
TCGA-CW-6087-01A 61 years, male, white, stage:iv 17.7
TCGA-BP-5194-01A 39 years, male, white, stage:i 17.7
TCGA-CW-6097-01A 32 years, male, white, stage:iii 17.7
TCGA-B2-4102-01A 61 years, male, white, stage:i 17.6
TCGA-BP-4986-01A 75 years, male, white, stage:i 17.6
TCGA-CW-6090-01A 68 years, male, white, stage:i 17.6
TCGA-A3-3346-01A 68 years, male, white, stage:i 17.5
TCGA-BP-5169-01A 70 years, male, white, stage:i 17.5
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 17.5
TCGA-BP-4998-01A 49 years, male, asian, stage:i 17.5
TCGA-BP-4329-01A 75 years, male, white, stage:iii 17.5
TCGA-CZ-5982-01A 59 years, female, white, stage:i 17.4
TCGA-AS-3777-01A 63 years, male, white, stage:i 17.4
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 17.4
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 17.4
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 17.4
TCGA-B0-4836-01A 61 years, male, white, stage:iv 17.4
TCGA-BP-4961-01A 47 years, male, white, stage:i 17.3
TCGA-BP-4347-01A 74 years, male, white, stage:iii 17.3
TCGA-AS-3778-01A 35 years, male, white, stage:i 17.3
TCGA-BP-4992-01A 66 years, male, white, stage:i 17.2
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 17.2
TCGA-BP-4334-01A 56 years, male, white, stage:iii 17.2
TCGA-B0-4838-01A 69 years, female, white, stage:i 17.1
TCGA-KL-8333-01A 69 years, male, white, stage:ii 17.1
TCGA-A3-3387-01A 49 years, male, white, stage:i 17.1
TCGA-B8-5164-01A 65 years, male, white, stage:iii 17.1
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 17.1
TCGA-B0-5108-01A 54 years, male, white, stage:iii 17.0
TCGA-KN-8426-01A 50 years, male, white, stage:iv 17.0
TCGA-BP-4340-01A 70 years, female, white, stage:i 16.9
TCGA-BP-4960-01A 46 years, male, white, stage:ii 16.9
TCGA-B0-5110-01A 71 years, female, white, stage:i 16.8
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 16.8
TCGA-BP-4963-01A 64 years, male, white, stage:i 16.8
TCGA-BP-5198-01A 72 years, male, white, stage:iii 16.7
TCGA-A3-3343-01A 79 years, male, white, stage:ii 16.7
TCGA-BP-5189-01A 60 years, male, white, stage:i 16.7
TCGA-A3-3351-01A 42 years, male, white, stage:ii 16.7
TCGA-CW-6093-01A 73 years, male, white, stage:i 16.7
TCGA-B0-5113-01A 69 years, female, white, stage:iii 16.7
TCGA-CZ-5465-01A 76 years, female, stage:iii 16.6
TCGA-BP-4770-01A 73 years, female, white, stage:iv 16.6
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 16.5
TCGA-CJ-4920-01A 64 years, female, white, stage:i 16.5
TCGA-KN-8423-01A 44 years, male, white, stage:i 16.5
TCGA-BP-4775-01A 55 years, female, white, stage:i 16.5
TCGA-A3-3365-01A 46 years, male, white, stage:i 16.4
TCGA-B0-4690-01A 65 years, male, white, stage:iv 16.4
TCGA-BP-4763-01A 79 years, female, white, stage:i 16.4
TCGA-B8-4620-01A 70 years, female, white, stage:iii 16.4
TCGA-AK-3431-01A 62 years, female, white, stage:ii 16.4
TCGA-B0-5094-01A 62 years, male, white, stage:iv 16.3
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 16.3
TCGA-A3-3311-01A 58 years, male, stage:i 16.3
TCGA-BP-4999-01A 56 years, male, white, stage:i 16.3
TCGA-B0-4703-01A 51 years, male, white, stage:iv 16.3
TCGA-A3-3329-01A 75 years, male, white, stage:i 16.3
TCGA-B8-4622-01A 57 years, male, white, stage:iv 16.3
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 16.2
TCGA-BP-4170-01A 72 years, female, white, stage:i 16.2
TCGA-CJ-4908-01A 38 years, male, white, stage:i 16.2
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 16.2
TCGA-A3-3323-01A 53 years, male, white, stage:i 16.2
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 16.1
TCGA-BP-4176-01A 64 years, male, white, stage:i 16.0
TCGA-A4-7287-01A 75 years, female, white, stage:i 16.0
TCGA-B0-4852-01A 78 years, female, white, stage:ii 16.0
TCGA-AK-3428-01A 62 years, male, white, stage:iii 16.0
TCGA-BP-4797-01A 34 years, male, white, stage:iii 16.0
TCGA-B2-3924-01A 73 years, male, white, stage:i 15.9
TCGA-B8-5163-01A 63 years, female, white, stage:iii 15.9
TCGA-BP-4799-01A 70 years, male, white, stage:iii 15.8
TCGA-B8-5159-01A 61 years, female, white, stage:i 15.8
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 15.7
TCGA-BP-4345-01A 62 years, male, white, stage:iii 15.6
TCGA-BP-5200-01A 44 years, male, white, stage:ii 15.6
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 15.6
TCGA-A3-3324-01A 51 years, male, white, stage:i 15.5
TCGA-A3-3308-01A 77 years, female, white, stage:iii 15.5
TCGA-A3-3378-01A 60 years, male, white, stage:i 15.5
TCGA-BP-4163-01A 60 years, female, white, stage:iii 15.4
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 15.4
TCGA-CZ-5986-01A 61 years, male, white, stage:i 15.3
TCGA-A3-3347-01A 76 years, female, white, stage:iii 15.2
TCGA-BP-4343-01A 64 years, male, white, stage:iii 15.0
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 15.0
TCGA-BP-5009-01A 52 years, male, white, stage:i 14.8
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 14.8
TCGA-BP-4169-01A 76 years, female, white, stage:ii 14.7
TCGA-CZ-5988-01A 38 years, male, white, stage:i 14.7
TCGA-AK-3433-01A 48 years, female, white, stage:ii 14.5
TCGA-CW-6088-01A 60 years, male, white, stage:i 14.5
TCGA-A3-3316-01A 57 years, male, white, stage:ii 14.5
TCGA-BP-4162-01A 65 years, female, white, stage:i 14.1
TCGA-AK-3425-01A 68 years, male, white, stage:i 13.7
TCGA-B0-4710-01A 75 years, female, white, stage:iii 13.6
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 13.1
TCGA-KO-8410-01A 74 years, female, white, stage:i 13.1
TCGA-BP-4352-01A 74 years, female, white, stage:iv 13.0
TCGA-A3-3319-01A 70 years, male, white, stage:i 13.0
TCGA-B0-4696-01A 58 years, male, white, stage:iii 13.0
TCGA-B0-4688-01A 46 years, male, white, stage:iv 12.9
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 12.9
TCGA-BP-4985-01A 72 years, male, white, stage:iii 12.9
TCGA-CZ-4854-01A 68 years, male, white, stage:i 12.9
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 12.9
TCGA-BP-4991-01A 54 years, male, white, stage:i 12.6
TCGA-BP-4326-01A 53 years, female, white, stage:i 12.3
TCGA-A3-3372-01A 64 years, male, white, stage:iii 12.2
TCGA-B4-5844-01A 61 years, female, white, stage:ii 12.2
TCGA-B0-5097-01A 59 years, female, white, stage:iii 11.2
TCGA-B2-5635-01A 74 years, male, white, stage:i 10.9
TCGA-BP-4354-01A 41 years, male, white, stage:iv 10.8
TCGA-KL-8341-01A 41 years, male, asian, stage:iv 10.7
TCGA-B0-5096-01A 72 years, female, white, stage:iii 10.1
TCGA-B8-4146-01B 41 years, female, white, stage:i 9.5
TCGA-B2-5633-01B 56 years, male, white, stage:i 6.6
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 5.6
TCGA-B4-5832-01A 65 years, male, white, stage:iii 3.9
Show all
20.427.143.53.977.90102030405060708090100110120130
20.427.143.53.977.90102030405060708090100110120130

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=131)High (n=397)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=264)High (n=264)

Expression cutoff

18.2 FPKM 21.9 FPKM

5-year survival high

66% 61%

5-year survival low

57% 66%

Log-rank P value

5.82e-2 2.06e-1

Interactive survival scatter plot (individual patient data)




Stage:

0123456789101112Living years0.0102030405060708090100110120130FPKMAlive (n=355)Dead (n=173)BestMedian

TCGA RNA samples

Average FPKM

23.7

Number of samples

528

Samples

Sample

Description

FPKM

TCGA-B0-5702-01A 71 years, male, white, stage:i 135.7
TCGA-B0-5707-01A 39 years, female, white, stage:i 72.2
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 56.5
TCGA-B0-5084-01A 33 years, male, white, stage:iv 55.9
TCGA-BP-4177-01A 65 years, male, white, stage:i 51.1
TCGA-BP-4761-01A 57 years, male, white, stage:iii 47.3
TCGA-AK-3427-01A 65 years, male, white, stage:i 46.2
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 46.0
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 45.2
TCGA-A3-3385-01A 46 years, female, white, stage:i 45.0
TCGA-AK-3451-01A 48 years, male, white, stage:ii 44.9
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 44.7
TCGA-B0-4707-01A 63 years, male, white, stage:iii 44.6
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 43.5
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 43.3
TCGA-B0-5102-01A 74 years, female, white, stage:i 42.9
TCGA-BP-4976-01A 77 years, male, white, stage:i 42.9
TCGA-B0-5697-01A 50 years, male, white, stage:i 42.7
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 42.5
TCGA-B0-4833-01A 82 years, female, white, stage:i 42.2
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 41.2
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i 40.8
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 40.6
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 40.2
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 39.9
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 39.7
TCGA-B0-4839-01A 80 years, female, white, stage:i 39.6
TCGA-DV-5573-01A 41 years, male, white, stage:i 39.3
TCGA-B0-4842-01A 74 years, female, white, stage:iii 39.2
TCGA-B0-4834-01A 49 years, male, white, stage:i 38.6
TCGA-B0-5109-01A 69 years, male, white, stage:iii 37.0
TCGA-CJ-5683-01A 78 years, male, white, stage:i 36.9
TCGA-B0-4698-01A 75 years, male, white, stage:iv 36.5
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 36.4
TCGA-AK-3447-01A 84 years, male, white, stage:ii 36.3
TCGA-B4-5835-01A 64 years, female, white, stage:i 36.2
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 36.1
TCGA-BP-5173-01A 75 years, male, white, stage:i 35.7
TCGA-B8-4619-01A 58 years, male, white, stage:i 35.7
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 35.3
TCGA-B4-5838-01A 52 years, male, white 35.3
TCGA-A3-3328-01A 79 years, male, white, stage:i 35.2
TCGA-BP-4962-01A 58 years, male, white, stage:ii 34.8
TCGA-BP-4756-01A 63 years, female, asian, stage:i 34.7
TCGA-BP-5190-01A 61 years, male, white, stage:i 34.7
TCGA-CJ-4892-01A 65 years, female, white, stage:i 34.5
TCGA-CJ-5672-01A 84 years, male, white, stage:i 34.5
TCGA-B0-5691-01A 66 years, female, white, stage:i 34.2
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 33.9
TCGA-B0-5700-01A 77 years, male, white, stage:i 33.8
TCGA-BP-5183-01A 57 years, male, white, stage:iii 33.7
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 33.4
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 33.2
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 33.1
TCGA-EU-5905-01A 67 years, female, white, stage:i 33.1
TCGA-BP-4768-01A 72 years, female, white, stage:i 32.7
TCGA-CZ-4866-01A 79 years, female, white, stage:i 32.7
TCGA-B0-5106-01A 64 years, male, white, stage:i 32.6
TCGA-BP-5168-01A 75 years, male, white, stage:i 32.4
TCGA-A3-3335-01A 41 years, male, white, stage:ii 32.4
TCGA-B0-4827-01A 77 years, female, white, stage:iii 32.3
TCGA-BP-5185-01A 56 years, male, white, stage:i 32.3
TCGA-B0-4822-01A 78 years, male, white, stage:ii 32.2
TCGA-EU-5907-01A 81 years, male, white, stage:iii 32.1
TCGA-B0-5117-01A 40 years, male, white, stage:i 32.0
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 32.0
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 31.8
TCGA-B2-3923-01A 59 years, male, white, stage:ii 31.7
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i 31.5
TCGA-B0-5119-01A 61 years, female, white, stage:i 31.4
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 31.4
TCGA-AK-3454-01A 84 years, male, white, stage:i 31.3
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 31.2
TCGA-BP-4776-01A 52 years, male, white, stage:i 31.2
TCGA-A3-3380-01A 54 years, male, stage:i 31.2
TCGA-BP-4758-01A 40 years, male, white, stage:i 31.1
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 31.0
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 30.9
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 30.8
TCGA-AK-3436-01A 40 years, male, white, stage:iv 30.8
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 30.7
TCGA-BP-4967-01A 76 years, male, white, stage:iii 30.6
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 30.6
TCGA-BP-4777-01A 46 years, male, white, stage:i 30.5
TCGA-B0-4810-01A 47 years, male, white, stage:iii 30.5
TCGA-AK-3445-01A 69 years, male, white, stage:iii 30.4
TCGA-B0-5400-01A 59 years, female, white, stage:iii 30.3
TCGA-AK-3443-01A 45 years, male, white, stage:ii 30.3
TCGA-B0-5696-01A 70 years, male, white, stage:iii 30.2
TCGA-B2-5641-01A 79 years, male, white, stage:i 30.2
TCGA-CZ-4859-01A 59 years, female, white, stage:i 30.2
TCGA-MM-A563-01A 41 years, male, black or african american 30.0
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 30.0
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 30.0
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 29.7
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 29.7
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 29.5
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 29.4
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 29.3
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 29.1
TCGA-CZ-5470-01A 72 years, female, stage:ii 29.1
TCGA-B0-4824-01A 49 years, female, white, stage:i 29.0
TCGA-CJ-4903-01A 50 years, male, white, stage:i 29.0
TCGA-BP-5192-01A 59 years, male, white, stage:i 28.9
TCGA-AK-3434-01A 72 years, male, white, stage:i 28.9
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 28.8
TCGA-AK-3426-01A 37 years, male, white, stage:iii 28.7
TCGA-A3-3362-01A 60 years, female, white, stage:i 28.7
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 28.6
TCGA-CJ-6027-01A 77 years, male, white, stage:i 28.6
TCGA-BP-4981-01A 75 years, female, white, stage:iii 28.6
TCGA-BP-4158-01A 69 years, male, white, stage:i 28.5
TCGA-BP-5000-01A 40 years, male, white, stage:i 28.4
TCGA-BP-5180-01A 53 years, male, white, stage:i 28.3
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 28.2
TCGA-BP-4327-01A 75 years, female, white, stage:ii 28.2
TCGA-BP-5181-01A 58 years, female, white, stage:i 28.2
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 28.2
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 28.2
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i 28.0
TCGA-A3-3357-01A 62 years, male, white, stage:ii 27.9
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 27.6
TCGA-BP-4959-01A 49 years, male, white, stage:i 27.6
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 27.5
TCGA-CW-5585-01A 51 years, male, white, stage:iv 27.5
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 27.4
TCGA-B0-5092-01A 53 years, female, white, stage:iv 27.3
TCGA-B0-5107-01A 65 years, female, white, stage:iv 27.3
TCGA-BP-4769-01A 63 years, male, white, stage:i 27.1
TCGA-BP-4165-01A 64 years, female, white, stage:i 27.0
TCGA-BP-5178-01A 71 years, male, white, stage:iv 27.0
TCGA-B0-4841-01A 63 years, male, white, stage:iv 27.0
TCGA-B0-5692-01A 66 years, female, white, stage:iii 27.0
TCGA-B0-4844-01A 60 years, male, white, stage:iv 27.0
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 27.0
TCGA-BP-4993-01A 58 years, male, white, stage:i 26.9
TCGA-BP-5175-01A 60 years, male, white, stage:i 26.8
TCGA-BP-4968-01A 40 years, male, white, stage:i 26.8
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 26.8
TCGA-BP-4337-01A 76 years, female, white, stage:iii 26.8
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 26.7
TCGA-A3-3325-01A 52 years, male, white, stage:i 26.6
TCGA-B0-5701-01A 65 years, male, white, stage:iii 26.5
TCGA-B0-4691-01A 55 years, male, white, stage:iv 26.5
TCGA-B0-5399-01A 46 years, male, white, stage:i 26.4
TCGA-BP-5201-01A 63 years, male, white, stage:iv 26.4
TCGA-BP-4804-01A 59 years, male, white, stage:i 26.3
TCGA-A3-3382-01A 69 years, male, white, stage:i 26.2
TCGA-DV-5568-01A 26 years, male, white, stage:i 26.2
TCGA-B0-4697-01A 46 years, female, white, stage:iv 26.2
TCGA-CZ-5453-01A 67 years, male, white, stage:ii 26.2
TCGA-BP-4351-01A 51 years, female, white, stage:iii 26.1
TCGA-B0-5705-01A 65 years, female, white, stage:i 26.1
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 26.1
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 26.1
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 25.9
TCGA-BP-5001-01A 43 years, female, white, stage:i 25.9
TCGA-B0-5121-01A 56 years, male, white, stage:i 25.8
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 25.8
TCGA-B8-5550-01A 71 years, male, white, stage:iii 25.8
TCGA-A3-3383-01A 52 years, male, white, stage:i 25.7
TCGA-DV-5566-01A 67 years, female, white, stage:i 25.7
TCGA-B0-5088-01A 53 years, male, white, stage:i 25.5
TCGA-B0-5116-01A 53 years, male, white, stage:iii 25.5
TCGA-B0-4694-01A 72 years, male, white, stage:iii 25.4
TCGA-CW-5589-01A 52 years, male, white, stage:i 25.4
TCGA-B2-5639-01A 46 years, male, white, stage:iv 25.4
TCGA-CW-5591-01A 56 years, male, white, stage:iv 25.3
TCGA-B8-5549-01A 53 years, male, white, stage:i 25.3
TCGA-B0-4849-01A 51 years, male, white, stage:iii 25.2
TCGA-AK-3458-01A 48 years, male, white, stage:i 25.2
TCGA-B0-5694-01A 71 years, male, white, stage:iii 25.2
TCGA-DV-5575-01A 52 years, female, white, stage:i 25.0
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 25.0
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 24.9
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 24.9
TCGA-BP-5176-01A 78 years, female, white, stage:i 24.9
TCGA-CJ-4889-01A 63 years, female, white, stage:i 24.9
TCGA-B0-5693-01A 47 years, female, white, stage:i 24.8
TCGA-B0-5085-01A 76 years, female, white, stage:iii 24.8
TCGA-BP-4790-01A 76 years, male, white, stage:i 24.8
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 24.7
TCGA-B4-5378-01A 62 years, male, white, stage:i 24.7
TCGA-BP-4969-01A 63 years, female, white, stage:i 24.7
TCGA-AK-3450-01A 85 years, female, white, stage:i 24.7
TCGA-B0-4813-01A 68 years, male, white, stage:iii 24.7
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 24.6
TCGA-B0-4700-01A 60 years, male, white, stage:iv 24.6
TCGA-B0-5080-01A 63 years, male, white, stage:iv 24.6
TCGA-AK-3455-01A 71 years, female, white, stage:iii 24.6
TCGA-BP-4801-01A 57 years, male, white, stage:i 24.5
TCGA-BP-4346-01A 57 years, male, white, stage:iii 24.5
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 24.5
TCGA-CW-5587-01A 62 years, female, white, stage:iii 24.4
TCGA-B8-4154-01A 73 years, female, white, stage:i 24.3
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 24.3
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 24.2
TCGA-CJ-4874-01A 73 years, female, white, stage:i 24.2
TCGA-DV-5569-01A 29 years, female, white, stage:i 24.2
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 24.1
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 24.1
TCGA-B4-5834-01A 59 years, male, white, stage:i 24.0
TCGA-B0-4814-01A 58 years, male, white, stage:iv 24.0
TCGA-B0-4818-01A 68 years, female, white, stage:ii 24.0
TCGA-B0-5083-01A 63 years, male, white, stage:i 24.0
TCGA-AK-3429-01A 54 years, female, white, stage:ii 24.0
TCGA-CW-5581-01A 44 years, male, white, stage:i 24.0
TCGA-B2-4099-01A 83 years, male, white, stage:i 23.9
TCGA-B8-5158-01A 56 years, male, white, stage:iii 23.8
TCGA-AK-3440-01A 58 years, male, white, stage:i 23.8
TCGA-B8-4153-01B 74 years, male, white, stage:iii 23.7
TCGA-BP-5174-01A 45 years, female, white, stage:i 23.7
TCGA-BP-4795-01A 74 years, female, white, stage:i 23.7
TCGA-BP-5199-01A 58 years, male, white, stage:ii 23.7
TCGA-BP-4787-01A 59 years, female, white, stage:iv 23.6
TCGA-A3-3306-01A 67 years, male, white, stage:i 23.6
TCGA-B0-5695-01A 61 years, female, white, stage:i 23.6
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 23.5
TCGA-CJ-6031-01A 54 years, male, white, stage:i 23.5
TCGA-BP-4159-01A 70 years, male, white, stage:i 23.5
TCGA-B0-4714-01A 81 years, male, white, stage:iv 23.5
TCGA-BP-4771-01A 62 years, male, white, stage:iv 23.4
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 23.4
TCGA-CZ-4853-01A 82 years, male, white, stage:i 23.4
TCGA-B0-5077-01A 77 years, male, white, stage:i 23.4
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 23.4
TCGA-CJ-5689-01A 90 years, male, white, stage:i 23.3
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 23.3
TCGA-B0-4823-01A 88 years, male, white, stage:i 23.3
TCGA-A3-3322-01A 51 years, male, white, stage:i 23.2
TCGA-B0-4706-01A 61 years, male, white, stage:iii 23.2
TCGA-BP-5186-01A 50 years, female, white, stage:i 23.2
TCGA-B0-4712-01A 76 years, male, white, stage:iv 23.1
TCGA-B0-4828-01A 79 years, male, white, stage:iv 23.0
TCGA-BP-5010-01A 63 years, male, white, stage:iii 23.0
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 23.0
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 22.9
TCGA-CW-5584-01A 74 years, male, white, stage:iii 22.9
TCGA-CJ-5686-01A 59 years, female, white, stage:i 22.8
TCGA-BP-4332-01A 36 years, male, white, stage:iii 22.7
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 22.7
TCGA-BP-4784-01A 67 years, female, white, stage:i 22.7
TCGA-BP-4331-01A 52 years, male, white, stage:i 22.6
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 22.6
TCGA-BP-5184-01A 54 years, male, white, stage:i 22.6
TCGA-BP-5177-01A 46 years, female, white, stage:i 22.6
TCGA-BP-4341-01A 67 years, male, white, stage:iii 22.6
TCGA-B0-5699-01A 53 years, male, white, stage:i 22.5
TCGA-EU-5906-01A 55 years, male, white, stage:i 22.5
TCGA-B0-5703-01A 73 years, male, white, stage:i 22.5
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 22.5
TCGA-CW-5590-01A 51 years, male, white, stage:iv 22.4
TCGA-B8-4143-01A 66 years, female, white, stage:iv 22.4
TCGA-CJ-4872-01A 51 years, male, white, stage:i 22.4
TCGA-BP-4160-01A 67 years, male, white, stage:iii 22.3
TCGA-B8-5165-01A 43 years, male, white, stage:i 22.3
TCGA-B0-4819-01A 60 years, female, white, stage:iv 22.3
TCGA-B8-4151-01A 51 years, female, white, stage:iii 22.3
TCGA-CJ-6030-01A 66 years, male, white, stage:i 22.3
TCGA-A3-3370-01A 48 years, female, white, stage:i 22.3
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 22.1
TCGA-B0-5075-01A 77 years, female, white, stage:iii 22.0
TCGA-B4-5836-01A 61 years, female, white, stage:i 22.0
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 22.0
TCGA-B0-5709-01A 62 years, female, white, stage:iii 21.9
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 21.9
TCGA-CW-5583-01A 51 years, female, white, stage:i 21.9
TCGA-B4-5377-01A 68 years, female, white, stage:iv 21.9
TCGA-B0-5402-01A 64 years, male, white, stage:iv 21.9
TCGA-BP-5182-01A 56 years, male, white, stage:i 21.9
TCGA-BP-4325-01A 64 years, female, white, stage:i 21.8
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 21.8
TCGA-AK-3453-01A 58 years, female, white, stage:ii 21.8
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 21.8
TCGA-BP-4335-01A 65 years, female, white, stage:iv 21.7
TCGA-BP-4342-01A 79 years, male, white, stage:ii 21.7
TCGA-B0-5710-01A 57 years, male, white, stage:i 21.7
TCGA-B0-4811-01A 48 years, male, white, stage:iii 21.6
TCGA-B0-5713-01A 75 years, female, white, stage:iii 21.6
TCGA-B0-4713-01A 76 years, female, white, stage:iii 21.6
TCGA-BP-4975-01A 40 years, male, white, stage:i 21.6
TCGA-B8-4148-01A 63 years, female, white, stage:i 21.5
TCGA-B0-5690-01A 53 years, female, white, stage:i 21.5
TCGA-BP-4355-01A 59 years, female, white, stage:iii 21.5
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 21.4
TCGA-CJ-4905-01A 62 years, female, white, stage:i 21.3
TCGA-CZ-5466-01A 67 years, male, stage:iii 21.3
TCGA-B0-4718-01A 57 years, male, white, stage:iii 21.3
TCGA-BP-4164-01A 51 years, female, white, stage:iii 21.3
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 21.3
TCGA-CJ-4886-01A 43 years, female, white, stage:i 21.2
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 21.1
TCGA-BP-4759-01A 50 years, male, white, stage:i 21.1
TCGA-BP-5191-01A 80 years, male, white, stage:iii 21.0
TCGA-B0-4843-01A 57 years, male, white, stage:iii 21.0
TCGA-BP-5187-01A 54 years, male, white, stage:i 20.9
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 20.9
TCGA-B0-5115-01A 43 years, male, white, stage:iv 20.9
TCGA-CJ-4634-01A 60 years, female, white, stage:i 20.8
TCGA-B0-4848-01A 54 years, male, white, stage:iii 20.8
TCGA-EU-5904-01A 47 years, female, white, stage:i 20.8
TCGA-B8-5552-01B 41 years, female, white, stage:i 20.8
TCGA-B0-4816-01A 49 years, male, white, stage:ii 20.8
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 20.8
TCGA-AK-3460-01A 58 years, male, white, stage:i 20.7
TCGA-B0-4837-01A 63 years, male, white, stage:i 20.7
TCGA-B0-5711-01A 50 years, male, white, stage:iii 20.7
TCGA-DV-5574-01A 37 years, male, white, stage:i 20.7
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 20.7
TCGA-BP-4338-01A 43 years, male, white, stage:i 20.6
TCGA-B0-4845-01A 70 years, male, white, stage:iv 20.6
TCGA-A3-3320-01A 52 years, female, white, stage:i 20.6
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 20.6
TCGA-AK-3461-01A 72 years, male, white, stage:i 20.6
TCGA-BP-4774-01A 57 years, female, white, stage:i 20.6
TCGA-BP-5170-01A 55 years, male, white, stage:i 20.5
TCGA-BP-4995-01A 68 years, male, white, stage:i 20.5
TCGA-CZ-4862-01A 46 years, male, white, stage:i 20.5
TCGA-CZ-4865-01A 70 years, female, white, stage:i 20.5
TCGA-A3-3359-01A 82 years, female, white, stage:i 20.5
TCGA-B0-4701-01A 66 years, female, white, stage:iv 20.5
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 20.5
TCGA-CJ-4635-01A 48 years, male, white, stage:i 20.5
TCGA-BP-5202-01A 75 years, male, white, stage:iii 20.4
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 20.4
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 20.4
TCGA-BP-4353-01A 61 years, male, white, stage:i 20.4
TCGA-B8-5162-01A 63 years, male, white, stage:ii 20.3
TCGA-BP-4349-01A 68 years, female, white, stage:i 20.3
TCGA-BP-4782-01A 55 years, female, white, stage:i 20.3
TCGA-B0-5120-01A 72 years, female, white, stage:i 20.3
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 20.2
TCGA-BP-4174-01A 49 years, male, white, stage:ii 20.2
TCGA-BP-5006-01A 61 years, male, white, stage:i 20.1
TCGA-B0-4699-01A 74 years, male, white, stage:iv 20.1
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 20.0
TCGA-B0-4847-01A 60 years, male, white, stage:iv 20.0
TCGA-BP-4974-01A 58 years, male, white, stage:iv 20.0
TCGA-A3-3331-01A 86 years, female, white, stage:i 20.0
TCGA-BP-4167-01A 60 years, male, white, stage:iii 20.0
TCGA-A3-3352-01A male, white, stage:iii 19.9
TCGA-CJ-4893-01A 76 years, female, white, stage:i 19.8
TCGA-BP-4807-01A 42 years, male, white, stage:i 19.8
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 19.8
TCGA-BP-4789-01A 48 years, male, white, stage:i 19.7
TCGA-A3-3349-01A 34 years, female, white, stage:i 19.6
TCGA-BP-5004-01A 53 years, male, white, stage:i 19.6
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 19.6
TCGA-BP-4987-01A 41 years, female, asian, stage:i 19.6
TCGA-A3-3317-01A 67 years, male, stage:ii 19.5
TCGA-A3-3326-01A 47 years, male, white, stage:i 19.5
TCGA-B4-5843-01A 45 years, male, white, stage:i 19.5
TCGA-BP-4965-01A 46 years, male, white, stage:i 19.5
TCGA-BP-4762-01A 42 years, male, white, stage:i 19.5
TCGA-B0-4945-01A 75 years, female, white, stage:i 19.5
TCGA-CJ-5671-01A 51 years, male, white, stage:i 19.5
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 19.4
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 19.4
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 19.4
TCGA-BP-4994-01A 54 years, male, white, stage:i 19.4
TCGA-B2-5636-01A 79 years, male, white, stage:i 19.4
TCGA-CZ-5984-01A 51 years, male, white, stage:i 19.3
TCGA-B0-5706-01A 45 years, male, white, stage:ii 19.3
TCGA-CZ-4856-01A 62 years, female, white, stage:i 19.3
TCGA-BP-4982-01A 42 years, male, white, stage:i 19.3
TCGA-B0-4815-01A 65 years, male, white, stage:iii 19.3
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 19.2
TCGA-BP-4798-01A 74 years, male, white 19.2
TCGA-B8-5553-01A 67 years, female, white, stage:i 19.2
TCGA-BP-5008-01A 46 years, male, white, stage:i 19.2
TCGA-BP-4344-01A 75 years, female, white, stage:i 19.1
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 19.1
TCGA-A3-3367-01A 72 years, male, white, stage:i 19.0
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 19.0
TCGA-A3-3307-01A 66 years, male, stage:iii 19.0
TCGA-BP-4781-01A 78 years, male, white, stage:i 19.0
TCGA-BP-4765-01A 43 years, male, white, stage:i 18.9
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 18.9
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 18.9
TCGA-BP-5007-01A 46 years, male, white, stage:ii 18.8
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 18.8
TCGA-BP-4977-01A 57 years, male, white, stage:i 18.8
TCGA-B0-5095-01A 81 years, male, white, stage:iii 18.8
TCGA-BP-4166-01A 69 years, male, white, stage:iii 18.7
TCGA-A3-3373-01A 54 years, female, white, stage:i 18.7
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 18.6
TCGA-CW-5588-01A 78 years, female, white, stage:i 18.5
TCGA-BP-4972-01A 43 years, female, white, stage:iii 18.4
TCGA-BP-4989-01A 58 years, male, white, stage:iii 18.4
TCGA-B0-5099-01A 88 years, female, white, stage:iii 18.3
TCGA-BP-4973-01A 47 years, male, white, stage:iii 18.3
TCGA-A3-3358-01A 57 years, female, white, stage:i 18.3
TCGA-CW-5580-01A 73 years, female, white, stage:iv 18.3
TCGA-B2-4101-01A 52 years, male, white, stage:ii 18.3
TCGA-BP-5196-01A 54 years, male, white, stage:i 18.2
TCGA-B0-5812-01A 53 years, male, white, stage:i 18.2
TCGA-BP-4971-01A 40 years, male, white, stage:iii 18.2
TCGA-B0-4817-01A 81 years, male, white, stage:iii 18.2
TCGA-BP-4964-01A 55 years, female, white, stage:i 18.1
TCGA-B0-5081-01A 80 years, female, white, stage:iii 18.1
TCGA-BP-4803-01A 79 years, male, white, stage:iii 18.1
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 18.1
TCGA-B0-4846-01A 52 years, male, white, stage:iv 18.1
TCGA-B0-4693-01A 73 years, female, white, stage:iii 18.0
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 18.0
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 18.0
TCGA-BP-4173-01A 47 years, male, white, stage:ii 18.0
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 17.9
TCGA-DV-5565-01A 59 years, male, white, stage:i 17.9
TCGA-BP-4161-01A 74 years, male, white, stage:i 17.9
TCGA-BP-5195-01A 75 years, male, white, stage:i 17.8
TCGA-B0-5104-01A 90 years, female, white, stage:i 17.8
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 17.8
TCGA-BP-4766-01A 43 years, female, white, stage:i 17.8
TCGA-CW-6087-01A 61 years, male, white, stage:iv 17.7
TCGA-BP-5194-01A 39 years, male, white, stage:i 17.7
TCGA-CW-6097-01A 32 years, male, white, stage:iii 17.7
TCGA-B2-4102-01A 61 years, male, white, stage:i 17.6
TCGA-BP-4986-01A 75 years, male, white, stage:i 17.6
TCGA-CW-6090-01A 68 years, male, white, stage:i 17.6
TCGA-A3-3346-01A 68 years, male, white, stage:i 17.5
TCGA-BP-5169-01A 70 years, male, white, stage:i 17.5
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 17.5
TCGA-BP-4998-01A 49 years, male, asian, stage:i 17.5
TCGA-BP-4329-01A 75 years, male, white, stage:iii 17.5
TCGA-CZ-5982-01A 59 years, female, white, stage:i 17.4
TCGA-AS-3777-01A 63 years, male, white, stage:i 17.4
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 17.4
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 17.4
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 17.4
TCGA-B0-4836-01A 61 years, male, white, stage:iv 17.4
TCGA-BP-4961-01A 47 years, male, white, stage:i 17.3
TCGA-BP-4347-01A 74 years, male, white, stage:iii 17.3
TCGA-AS-3778-01A 35 years, male, white, stage:i 17.3
TCGA-BP-4992-01A 66 years, male, white, stage:i 17.2
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 17.2
TCGA-BP-4334-01A 56 years, male, white, stage:iii 17.2
TCGA-B0-4838-01A 69 years, female, white, stage:i 17.1
TCGA-A3-3387-01A 49 years, male, white, stage:i 17.1
TCGA-B8-5164-01A 65 years, male, white, stage:iii 17.1
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 17.1
TCGA-B0-5108-01A 54 years, male, white, stage:iii 17.0
TCGA-BP-4340-01A 70 years, female, white, stage:i 16.9
TCGA-BP-4960-01A 46 years, male, white, stage:ii 16.9
TCGA-B0-5110-01A 71 years, female, white, stage:i 16.8
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 16.8
TCGA-BP-4963-01A 64 years, male, white, stage:i 16.8
TCGA-BP-5198-01A 72 years, male, white, stage:iii 16.7
TCGA-A3-3343-01A 79 years, male, white, stage:ii 16.7
TCGA-BP-5189-01A 60 years, male, white, stage:i 16.7
TCGA-A3-3351-01A 42 years, male, white, stage:ii 16.7
TCGA-CW-6093-01A 73 years, male, white, stage:i 16.7
TCGA-B0-5113-01A 69 years, female, white, stage:iii 16.7
TCGA-CZ-5465-01A 76 years, female, stage:iii 16.6
TCGA-BP-4770-01A 73 years, female, white, stage:iv 16.6
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 16.5
TCGA-CJ-4920-01A 64 years, female, white, stage:i 16.5
TCGA-BP-4775-01A 55 years, female, white, stage:i 16.5
TCGA-A3-3365-01A 46 years, male, white, stage:i 16.4
TCGA-B0-4690-01A 65 years, male, white, stage:iv 16.4
TCGA-BP-4763-01A 79 years, female, white, stage:i 16.4
TCGA-B8-4620-01A 70 years, female, white, stage:iii 16.4
TCGA-AK-3431-01A 62 years, female, white, stage:ii 16.4
TCGA-B0-5094-01A 62 years, male, white, stage:iv 16.3
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 16.3
TCGA-A3-3311-01A 58 years, male, stage:i 16.3
TCGA-BP-4999-01A 56 years, male, white, stage:i 16.3
TCGA-B0-4703-01A 51 years, male, white, stage:iv 16.3
TCGA-A3-3329-01A 75 years, male, white, stage:i 16.3
TCGA-B8-4622-01A 57 years, male, white, stage:iv 16.3
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 16.2
TCGA-BP-4170-01A 72 years, female, white, stage:i 16.2
TCGA-CJ-4908-01A 38 years, male, white, stage:i 16.2
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 16.2
TCGA-A3-3323-01A 53 years, male, white, stage:i 16.2
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 16.1
TCGA-BP-4176-01A 64 years, male, white, stage:i 16.0
TCGA-B0-4852-01A 78 years, female, white, stage:ii 16.0
TCGA-AK-3428-01A 62 years, male, white, stage:iii 16.0
TCGA-BP-4797-01A 34 years, male, white, stage:iii 16.0
TCGA-B2-3924-01A 73 years, male, white, stage:i 15.9
TCGA-B8-5163-01A 63 years, female, white, stage:iii 15.9
TCGA-BP-4799-01A 70 years, male, white, stage:iii 15.8
TCGA-B8-5159-01A 61 years, female, white, stage:i 15.8
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 15.7
TCGA-BP-4345-01A 62 years, male, white, stage:iii 15.6
TCGA-BP-5200-01A 44 years, male, white, stage:ii 15.6
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 15.6
TCGA-A3-3324-01A 51 years, male, white, stage:i 15.5
TCGA-A3-3308-01A 77 years, female, white, stage:iii 15.5
TCGA-A3-3378-01A 60 years, male, white, stage:i 15.5
TCGA-BP-4163-01A 60 years, female, white, stage:iii 15.4
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 15.4
TCGA-CZ-5986-01A 61 years, male, white, stage:i 15.3
TCGA-A3-3347-01A 76 years, female, white, stage:iii 15.2
TCGA-BP-4343-01A 64 years, male, white, stage:iii 15.0
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 15.0
TCGA-BP-5009-01A 52 years, male, white, stage:i 14.8
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 14.8
TCGA-BP-4169-01A 76 years, female, white, stage:ii 14.7
TCGA-CZ-5988-01A 38 years, male, white, stage:i 14.7
TCGA-AK-3433-01A 48 years, female, white, stage:ii 14.5
TCGA-CW-6088-01A 60 years, male, white, stage:i 14.5
TCGA-A3-3316-01A 57 years, male, white, stage:ii 14.5
TCGA-BP-4162-01A 65 years, female, white, stage:i 14.1
TCGA-AK-3425-01A 68 years, male, white, stage:i 13.7
TCGA-B0-4710-01A 75 years, female, white, stage:iii 13.6
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 13.1
TCGA-BP-4352-01A 74 years, female, white, stage:iv 13.0
TCGA-A3-3319-01A 70 years, male, white, stage:i 13.0
TCGA-B0-4696-01A 58 years, male, white, stage:iii 13.0
TCGA-B0-4688-01A 46 years, male, white, stage:iv 12.9
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 12.9
TCGA-BP-4985-01A 72 years, male, white, stage:iii 12.9
TCGA-CZ-4854-01A 68 years, male, white, stage:i 12.9
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 12.9
TCGA-BP-4991-01A 54 years, male, white, stage:i 12.6
TCGA-BP-4326-01A 53 years, female, white, stage:i 12.3
TCGA-A3-3372-01A 64 years, male, white, stage:iii 12.2
TCGA-B4-5844-01A 61 years, female, white, stage:ii 12.2
TCGA-B0-5097-01A 59 years, female, white, stage:iii 11.2
TCGA-B2-5635-01A 74 years, male, white, stage:i 10.9
TCGA-BP-4354-01A 41 years, male, white, stage:iv 10.8
TCGA-B0-5096-01A 72 years, female, white, stage:iii 10.1
TCGA-B8-4146-01B 41 years, female, white, stage:i 9.5
TCGA-B2-5633-01B 56 years, male, white, stage:i 6.6
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 5.6
TCGA-B4-5832-01A 65 years, male, white, stage:iii 3.9
Show all
18.221.927.05.639.90102030405060708090100110120130
18.221.927.05.639.90102030405060708090100110120130

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=79)High (n=206)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=142)High (n=143)

Expression cutoff

40.9 FPKM 52.0 FPKM

5-year survival high

83% 86%

5-year survival low

54% 64%

Log-rank P value

5.46e-7 4.97e-4

Interactive survival scatter plot (individual patient data)




Stage:

0246810121416Living years0.0102030405060708090100110120FPKMAlive (n=241)Dead (n=44)BestMedian

TCGA RNA samples

Average FPKM

53.4

Number of samples

285

Samples

Sample

Description

FPKM

TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii 122.7
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i 122.0
TCGA-BQ-5886-01A 75 years, male, white, stage:iii 103.9
TCGA-MH-A560-01A 62 years, male, white, stage:i 101.4
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i 100.9
TCGA-A4-8518-01A 48 years, male, white, stage:i 98.4
TCGA-F9-A7VF-01A 75 years, female, white, stage:i 97.1
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i 96.2
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i 94.0
TCGA-BQ-5875-01A 66 years, female, white, stage:iii 93.7
TCGA-BQ-5881-01A 69 years, male, white, stage:i 92.6
TCGA-G7-6790-01A 57 years, male, white, stage:i 91.4
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i 91.2
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i 88.2
TCGA-BQ-7046-01A 61 years, male, white, stage:i 87.4
TCGA-G7-6796-01A 58 years, male, white, stage:i 87.2
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i 86.6
TCGA-DW-5560-01A 38 years, female, white, stage:i 86.1
TCGA-BQ-7044-01A 73 years, male, white, stage:iii 85.0
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i 84.1
TCGA-BQ-5888-01A 74 years, female, white, stage:i 83.8
TCGA-GL-8500-01A 63 years, male, white, stage:i 83.5
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii 83.1
TCGA-GL-A59T-01A 46 years, male, white, stage:i 82.8
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i 81.6
TCGA-P4-AAVO-01A 69 years, male, white, stage:i 81.4
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i 81.3
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii 81.1
TCGA-B9-5155-01A 71 years, male, white, stage:iii 80.7
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii 79.9
TCGA-AT-A5NU-01A 77 years, male, white, stage:i 79.7
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv 79.4
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i 78.7
TCGA-DW-7838-01A 66 years, male, white, stage:i 77.9
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv 77.0
TCGA-4A-A93X-01A 58 years, male, white, stage:iv 76.9
TCGA-A4-8516-01A 62 years, male, white, stage:iii 76.7
TCGA-A4-7286-01A 42 years, male, white 76.4
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i 74.9
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i 74.7
TCGA-HE-7129-01A male, stage:ii 74.0
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i 73.7
TCGA-GL-6846-01A 52 years, male, white, stage:iv 73.7
TCGA-BQ-7058-01A 81 years, male, white, stage:iii 73.7
TCGA-HE-A5NF-01A 58 years, male, stage:i 72.9
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii 71.9
TCGA-SX-A7SP-01A 66 years, female, white, stage:i 71.7
TCGA-A4-7585-01A 67 years, male, white, stage:iii 71.7
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii 71.2
TCGA-KV-A74V-01A 40 years, male, white, stage:i 70.8
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i 70.7
TCGA-5P-A9K2-01A 62 years, male, white 70.2
TCGA-5P-A9KE-01A 70 years, male, white 70.1
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i 68.9
TCGA-HE-A5NL-01A 51 years, male, stage:i 68.5
TCGA-BQ-7051-01A 74 years, male, white, stage:ii 68.3
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii 68.2
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i 68.1
TCGA-BQ-7056-01A 75 years, female, white, stage:iii 68.1
TCGA-IZ-8195-01A 82 years, male, white, stage:ii 67.4
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i 67.0
TCGA-DW-7836-01A 55 years, male, white, stage:i 66.7
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii 66.6
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i 66.5
TCGA-P4-AAVM-01A 69 years, male, white, stage:i 66.4
TCGA-5P-A9K8-01A 51 years, female, white 66.2
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii 65.3
TCGA-KV-A6GE-01A 65 years, male, white, stage:i 64.8
TCGA-HE-A5NJ-01A 58 years, male 64.7
TCGA-B9-4617-01A 41 years, male, black or african american 64.7
TCGA-Y8-A895-01A 74 years, male, white, stage:i 64.6
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i 64.5
TCGA-5P-A9JY-01A 79 years, male, white 64.3
TCGA-A4-8630-01A 59 years, female, white, stage:i 64.0
TCGA-5P-A9K4-01A 54 years, male, white 63.9
TCGA-SX-A7SS-01A 67 years, male, white, stage:i 63.6
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i 63.6
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii 63.5
TCGA-B9-5156-01A 51 years, male, white 63.0
TCGA-HE-A5NI-01A 73 years, male, stage:i 62.9
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i 62.8
TCGA-P4-A5EB-01A 83 years, male, white, stage:i 62.5
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i 62.5
TCGA-5P-A9K0-01A 75 years, male, white 61.8
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i 61.3
TCGA-SX-A71V-01A 80 years, male, white, stage:i 61.1
TCGA-G7-6795-01A 56 years, male, white, stage:i 61.0
TCGA-A4-A6HP-01A 66 years, male, white, stage:i 60.4
TCGA-5P-A9JW-01A 64 years, male, white 60.3
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i 60.2
TCGA-AL-7173-01A 72 years, female, white, stage:iv 60.0
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i 59.7
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii 59.5
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i 59.4
TCGA-SX-A71R-01A 51 years, male, white, stage:i 59.3
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i 58.7
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii 58.6
TCGA-IA-A83S-01A 81 years, male, white 58.3
TCGA-B9-A5W9-01A 40 years, male, white, stage:i 57.9
TCGA-5P-A9K6-01A 64 years, male, white 57.9
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii 57.8
TCGA-B1-A47O-01A 54 years, female, white, stage:i 57.7
TCGA-WN-AB4C-01A female, white, stage:i 57.7
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i 57.6
TCGA-GL-A4EM-01A 62 years, male, white, stage:i 57.5
TCGA-IA-A40U-01A 56 years, male, white, stage:iii 57.3
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i 57.2
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i 57.2
TCGA-P4-A5E7-01A 74 years, female, white, stage:i 57.0
TCGA-AL-3471-01A 74 years, male, white, stage:i 56.9
TCGA-DW-7839-01A 58 years, female, white, stage:i 56.3
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i 56.2
TCGA-IA-A83T-01A 80 years, male, white 56.2
TCGA-B1-A657-01A 54 years, male, white, stage:i 55.9
TCGA-IA-A83V-01A 63 years, male, white, stage:i 55.9
TCGA-KV-A6GD-01A 85 years, male, white, stage:i 55.8
TCGA-AL-3472-01A 57 years, male, black or african american 55.8
TCGA-BQ-5878-01A 79 years, female, white, stage:iii 55.2
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i 55.1
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i 54.8
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i 54.8
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i 54.7
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii 54.7
TCGA-B1-A656-01A 64 years, male, white, stage:i 54.5
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i 54.5
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv 54.4
TCGA-MH-A561-01A 66 years, male, white, stage:i 54.3
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i 54.1
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii 54.1
TCGA-5P-A9KF-01A 53 years, male, white 54.0
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i 53.7
TCGA-A4-8517-01A 71 years, male, white, stage:i 53.4
TCGA-A4-8310-01A 58 years, male, white, stage:iii 53.4
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i 53.2
TCGA-SX-A7SL-01A 74 years, male, stage:i 53.1
TCGA-EV-5902-01A 58 years, male, white, stage:i 53.0
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i 52.8
TCGA-P4-A5ED-01A 51 years, male, white, stage:i 52.4
TCGA-Y8-A897-01A 68 years, female, white, stage:i 52.4
TCGA-HE-A5NK-01A 82 years, male 52.3
TCGA-GL-A9DD-01A 69 years, male, white, stage:i 52.2
TCGA-BQ-5880-01A 79 years, male, white, stage:iii 52.0
TCGA-J7-6720-01A 42 years, male, asian, stage:i 52.0
TCGA-Y8-A898-01A 69 years, male, white, stage:i 51.9
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i 51.7
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i 51.5
TCGA-SX-A71W-01A 66 years, male, white, stage:i 51.5
TCGA-BQ-5893-01A 61 years, male, white, stage:iv 51.4
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i 51.1
TCGA-5P-A9JZ-01A 51 years, female, white 51.0
TCGA-B9-7268-01A 59 years, male, white, stage:ii 50.8
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i 50.7
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i 50.5
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i 50.5
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii 50.4
TCGA-BQ-5876-01A 75 years, male, white, stage:i 50.1
TCGA-EV-5903-01A 57 years, male, white, stage:i 49.6
TCGA-B1-5398-01A 73 years, male, white, stage:iii 49.6
TCGA-BQ-7050-01A 53 years, female, white, stage:i 49.4
TCGA-SX-A7SU-01A 47 years, male, stage:i 49.4
TCGA-BQ-5885-01A 63 years, male, white, stage:iii 49.2
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii 48.7
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii 48.6
TCGA-4A-A93W-01A 66 years, female, white, stage:i 48.5
TCGA-5P-A9K3-01A 59 years, male, white 48.5
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i 48.5
TCGA-DZ-6133-01A 66 years, female, white, stage:i 48.5
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i 48.4
TCGA-A4-7288-01A 71 years, female, white 48.4
TCGA-A4-7732-01A 55 years, male, black or african american 47.9
TCGA-B3-4103-01A 56 years, male, white, stage:i 47.9
TCGA-DW-7834-01A 53 years, male, white, stage:i 47.8
TCGA-Y8-A896-01A 62 years, male, white, stage:iii 47.8
TCGA-HE-A5NH-01A 62 years, male, stage:i 47.8
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i 46.9
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii 46.6
TCGA-SX-A7SN-01A 52 years, male, white, stage:i 46.4
TCGA-G7-7502-01A 83 years, male, white, stage:i 46.3
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii 46.3
TCGA-DZ-6134-01A 69 years, male, white, stage:i 46.2
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i 46.1
TCGA-AL-3468-01A 74 years, male, white, stage:ii 46.1
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i 45.5
TCGA-GL-A59R-01A 79 years, male, white, stage:iii 45.2
TCGA-G7-6797-01A 46 years, male, white, stage:iii 44.8
TCGA-BQ-5891-01A 57 years, female, white, stage:iii 44.7
TCGA-BQ-7048-01A 64 years, male, white, stage:iii 44.6
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i 44.6
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i 44.5
TCGA-BQ-5890-01A 69 years, male, white, stage:iii 44.5
TCGA-G7-A8LC-01A 61 years, male, white, stage:i 44.5
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i 44.3
TCGA-B1-A655-01A 77 years, female, white, stage:i 43.6
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i 43.0
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i 43.0
TCGA-MH-A856-01A 54 years, male, white, stage:i 42.8
TCGA-A4-8311-01A 60 years, male, white, stage:i 42.8
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i 42.4
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i 42.4
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i 42.2
TCGA-B1-A47N-01A 62 years, male, white, stage:i 42.1
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i 41.8
TCGA-BQ-7061-01A 84 years, female, white, stage:i 41.4
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i 41.4
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i 41.3
TCGA-WN-A9G9-01A male, white, stage:i 41.0
TCGA-5P-A9K9-01A 59 years, female, white 40.9
TCGA-B9-4117-01A 48 years, female, black or african american 40.9
TCGA-Y8-A894-01A 57 years, female, white, stage:i 40.6
TCGA-BQ-5894-01A 42 years, male, stage:iv 40.5
TCGA-GL-A9DC-01A 66 years, female, white, stage:i 40.4
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i 40.3
TCGA-A4-A5DU-01A 45 years, female, white, stage:i 40.1
TCGA-BQ-7059-01A 71 years, male, white, stage:i 39.9
TCGA-BQ-7055-01A 73 years, male, white, stage:i 39.9
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii 39.5
TCGA-SX-A71U-01A 57 years, male, white, stage:i 39.1
TCGA-DZ-6135-01A 45 years, male, stage:i 39.1
TCGA-DW-7842-01A 52 years, male, white, stage:i 39.0
TCGA-G7-6789-01A 53 years, female, white, stage:iv 38.9
TCGA-B3-3926-01A 59 years, female, white, stage:i 38.8
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii 38.4
TCGA-SX-A7SO-01A 64 years, male, white, stage:i 38.3
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii 38.2
TCGA-BQ-5882-01A 54 years, male, stage:iii 37.7
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i 37.4
TCGA-O9-A75Z-01A 44 years, male, white, stage:i 36.9
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii 36.6
TCGA-J7-8537-01A 37 years, female, asian, stage:iii 36.5
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii 36.3
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i 35.9
TCGA-BQ-5892-01A 51 years, male, white, stage:i 35.7
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i 35.4
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i 35.2
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii 35.1
TCGA-G7-A8LE-01A 62 years, male, white, stage:i 35.0
TCGA-EV-5901-01A 47 years, female, white, stage:i 34.7
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i 34.1
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii 34.0
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii 34.0
TCGA-B3-4104-01A 75 years, male, white, stage:ii 33.6
TCGA-A4-7996-01A 61 years, female, white, stage:i 33.3
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i 33.0
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i 32.7
TCGA-AL-3473-01A 55 years, male, white, stage:ii 32.7
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv 32.6
TCGA-B9-4116-01A 75 years, female, black or african american 32.4
TCGA-GL-7773-01A 63 years, male, white, stage:i 32.3
TCGA-IZ-8196-01A 50 years, male, white, stage:i 31.9
TCGA-G7-6793-01A 60 years, female, white, stage:iv 31.7
TCGA-A4-A57E-01A 59 years, male, white, stage:iv 31.6
TCGA-5P-A9KA-01A 61 years, male, white 31.5
TCGA-BQ-5889-01A 63 years, male, white, stage:iv 31.4
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i 30.9
TCGA-SX-A71S-01A 66 years, female, white, stage:i 30.9
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii 30.1
TCGA-BQ-7049-01A 45 years, female, white, stage:i 30.1
TCGA-HE-7130-01A female, stage:iii 30.1
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i 29.8
TCGA-5P-A9KC-01A 51 years, female, white 29.4
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii 29.1
TCGA-A4-7997-01A 67 years, male, white, stage:i 28.6
TCGA-DZ-6132-01A 69 years, male, stage:i 28.5
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i 28.5
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii 28.3
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii 27.6
TCGA-IA-A83W-01A 70 years, male, white, stage:i 27.5
TCGA-5P-A9JV-01A 49 years, male, white 26.0
TCGA-A4-7734-01A 53 years, female, white, stage:i 24.8
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii 24.6
TCGA-AL-3467-01A 54 years, female, white 24.4
TCGA-B9-A69E-01A 71 years, male, white, stage:iii 24.0
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii 24.0
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv 23.7
TCGA-5P-A9KH-01A 77 years, male, white 23.6
TCGA-AL-3466-01A 41 years, male, white, stage:iv 23.5
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i 21.8
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i 21.7
TCGA-B3-3925-01A 52 years, male, white, stage:iii 21.4
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii 20.4
TCGA-BQ-5887-01A 54 years, male, white, stage:iii 19.7
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii 19.5
TCGA-GL-7966-01A 28 years, female, white, stage:iii 18.1
TCGA-BQ-5879-01A 32 years, female, white, stage:iii 18.0
TCGA-A4-7287-01A 75 years, female, white, stage:i 16.0
Show all
39.952.064.516.0100.90102030405060708090100110120
39.952.064.516.0100.90102030405060708090100110120

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=13)High (n=51)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=32)High (n=32)

Expression cutoff

23.9 FPKM 30.3 FPKM

5-year survival high

89% 89%

5-year survival low

72% 82%

Log-rank P value

2.03e-1 6.71e-1

Interactive survival scatter plot (individual patient data)




Stage:

0123456789101112Living years0.010203040506070FPKMAlive (n=55)Dead (n=9)BestMedian

TCGA RNA samples

Average FPKM

33.6

Number of samples

64

Samples

Sample

Description

FPKM

TCGA-KM-8439-01A 30 years, male, white, stage:i 72.0
TCGA-KL-8339-01A 67 years, male, white, stage:iv 63.4
TCGA-KL-8326-01A 69 years, male, white, stage:iii 60.8
TCGA-KM-8441-01A 61 years, female, white, stage:i 57.4
TCGA-KN-8431-01A 35 years, female, stage:ii 55.3
TCGA-KN-8437-01A 42 years, female, white, stage:i 55.0
TCGA-KL-8335-01A 68 years, male, white, stage:iii 53.3
TCGA-KN-8433-01A 46 years, female, white, stage:iii 53.0
TCGA-KM-8639-01A 67 years, male, white, stage:i 50.3
TCGA-KL-8328-01A 60 years, male, white, stage:ii 47.6
TCGA-KO-8417-01A 30 years, female, white, stage:i 46.4
TCGA-KN-8418-01A 41 years, female, white, stage:ii 45.3
TCGA-KL-8342-01A 45 years, female, white, stage:ii 44.4
TCGA-KL-8344-01A 51 years, male, white, stage:iii 42.8
TCGA-KN-8428-01A 71 years, male, white, stage:ii 42.0
TCGA-KM-8438-01A 45 years, female, white, stage:ii 41.3
TCGA-KL-8327-01A 46 years, female, white, stage:i 39.8
TCGA-KL-8331-01A 48 years, female, white, stage:ii 38.5
TCGA-KL-8343-01A 72 years, male, white, stage:iii 38.4
TCGA-KO-8411-01A 58 years, male, white, stage:i 38.4
TCGA-KM-8443-01A 58 years, male, white, stage:ii 37.5
TCGA-KM-8477-01A 56 years, male, white, stage:i 37.2
TCGA-KM-8476-01A 47 years, male, white, stage:i 36.8
TCGA-KN-8429-01A 38 years, female, white, stage:iii 36.3
TCGA-KL-8345-01A 75 years, male, white, stage:iii 35.4
TCGA-KO-8408-01A 47 years, male, white, stage:iii 34.1
TCGA-KL-8337-01A 26 years, male, black or african american, stage:ii 33.9
TCGA-KO-8407-01A 42 years, male, white, stage:ii 33.7
TCGA-KL-8334-01A 37 years, female, white, stage:iii 33.0
TCGA-KN-8436-01A 63 years, male, white, stage:ii 31.8
TCGA-KL-8340-01A 34 years, male, white, stage:ii 31.0
TCGA-KO-8415-01A 44 years, female, white, stage:i 30.6
TCGA-KO-8414-01A 50 years, female, white, stage:ii 29.9
TCGA-KL-8330-01A 44 years, female, black or african american, stage:ii 29.5
TCGA-KL-8324-01A 67 years, female, white, stage:ii 28.9
TCGA-KN-8434-01A 65 years, female, white, stage:ii 28.6
TCGA-KL-8325-01A 56 years, female, white, stage:ii 28.6
TCGA-KL-8329-01A 57 years, female, asian, stage:i 28.2
TCGA-KO-8416-01A 41 years, male, white, stage:iii 28.0
TCGA-KL-8336-01A 51 years, female, white, stage:iv 27.9
TCGA-KL-8338-01A 51 years, male, white, stage:iii 27.7
TCGA-KN-8427-01A 54 years, male, white, stage:iv 27.5
TCGA-KN-8419-01A 43 years, male, black or african american, stage:ii 27.4
TCGA-KN-8435-01A 59 years, male, white, stage:ii 26.1
TCGA-KN-8424-01A 42 years, female, white, stage:i 25.7
TCGA-KM-8440-01A 37 years, male, black or african american, stage:iii 25.7
TCGA-KM-8442-01A 38 years, male, stage:ii 25.5
TCGA-KO-8406-01A 17 years, female, white, stage:i 25.1
TCGA-KN-8425-01A 53 years, male, white, stage:i 24.4
TCGA-KO-8413-01A 46 years, male, white, stage:i 24.1
TCGA-KO-8405-01A 29 years, male, white, stage:iii 23.9
TCGA-KL-8346-01A 62 years, male, white, stage:ii 23.8
TCGA-KL-8332-01A 55 years, male, white, stage:i 22.5
TCGA-KO-8404-01A 78 years, male, white, stage:iv 22.4
TCGA-KN-8421-01A 48 years, female, white, stage:ii 21.8
TCGA-KL-8323-01A 57 years, female, white, stage:iii 20.1
TCGA-KN-8432-01A 86 years, female, white, stage:ii 19.6
TCGA-KO-8409-01A 69 years, male, white, stage:ii 18.8
TCGA-KO-8403-01A 49 years, male, white, stage:i 18.3
TCGA-KL-8333-01A 69 years, male, white, stage:ii 17.1
TCGA-KN-8426-01A 50 years, male, white, stage:iv 17.0
TCGA-KN-8423-01A 44 years, male, white, stage:i 16.5
TCGA-KO-8410-01A 74 years, female, white, stage:i 13.1
TCGA-KL-8341-01A 41 years, male, asian, stage:iv 10.7
Show all
24.930.340.210.760.8010203040506070
24.930.340.210.760.8010203040506070

RENAL CANCER - Protein expression

 

Antibody HPA036444

Antibody HPA036642

 Antibody staining
  High
  Medium
  Low
  Not detected
   
 Intensity
  Strong
  Moderate
  Weak
  Negative
   
 Quantity
  >75%
  75%-25%
  <25%
  Rare
  Negative
   
 Location
  Cytoplasmic/membranous,nuclear
  Cytoplasmic/membranous
  Nuclear
  None
   

Click images for details






































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