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Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.
The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.
Renal cancer
Kidney Renal Clear Cell Carcinoma (KIRC)
Kidney Renal Papillary Cell Carcinoma (KIRP)
Kidney Chromophobe (KICH)
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
13.9 FPKM
17.2 FPKM
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
66%
68%
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
76%
69%
Log-rank P valuei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
Stage:
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
18.1
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii
46.6
TCGA-CJ-4873-01A
85 years, female, white, stage:iii
46.3
TCGA-GL-7773-01A
63 years, male, white, stage:i
45.5
TCGA-AK-3445-01A
69 years, male, white, stage:iii
45.3
TCGA-CZ-5469-01A
41 years, male, white, stage:ii
44.4
TCGA-MH-A856-01A
54 years, male, white, stage:i
43.2
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i
42.5
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i
41.2
TCGA-G7-6797-01A
46 years, male, white, stage:iii
40.3
TCGA-BP-4977-01A
57 years, male, white, stage:i
40.0
TCGA-BP-5196-01A
54 years, male, white, stage:i
39.9
TCGA-BP-4768-01A
72 years, female, white, stage:i
39.4
TCGA-A3-3382-01A
69 years, male, white, stage:i
39.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv
38.1
TCGA-GL-7966-01A
28 years, female, white, stage:iii
37.5
TCGA-DW-7842-01A
52 years, male, white, stage:i
37.2
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i
37.0
TCGA-A3-3324-01A
51 years, male, white, stage:i
36.5
TCGA-B0-5094-01A
62 years, male, white, stage:iv
36.2
TCGA-BQ-5885-01A
63 years, male, white, stage:iii
34.1
TCGA-BQ-5879-01A
32 years, female, white, stage:iii
34.0
TCGA-G7-A8LE-01A
62 years, male, white, stage:i
32.9
TCGA-P4-A5ED-01A
51 years, male, white, stage:i
32.8
TCGA-IZ-8196-01A
50 years, male, white, stage:i
32.8
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i
32.7
TCGA-Y8-A894-01A
57 years, female, white, stage:i
32.5
TCGA-G7-6793-01A
60 years, female, white, stage:iv
32.4
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i
32.4
TCGA-EV-5902-01A
58 years, male, white, stage:i
32.4
TCGA-B0-5075-01A
77 years, female, white, stage:iii
32.2
TCGA-BQ-5894-01A
42 years, male, stage:iv
31.9
TCGA-B0-5699-01A
53 years, male, white, stage:i
31.8
TCGA-BQ-5878-01A
79 years, female, white, stage:iii
31.4
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv
31.3
TCGA-BP-4346-01A
57 years, male, white, stage:iii
31.0
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i
31.0
TCGA-B0-5120-01A
72 years, female, white, stage:i
30.8
TCGA-DW-5560-01A
38 years, female, white, stage:i
30.8
TCGA-HE-7130-01A
female, stage:iii
30.7
TCGA-SX-A71R-01A
51 years, male, white, stage:i
30.6
TCGA-GL-A59R-01A
79 years, male, white, stage:iii
30.5
TCGA-BP-4352-01A
74 years, female, white, stage:iv
30.3
TCGA-SX-A71S-01A
66 years, female, white, stage:i
30.1
TCGA-AT-A5NU-01A
77 years, male, white, stage:i
29.9
TCGA-B0-5692-01A
66 years, female, white, stage:iii
29.9
TCGA-A3-3372-01A
64 years, male, white, stage:iii
29.8
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv
29.7
TCGA-B0-5106-01A
64 years, male, white, stage:i
29.7
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii
29.4
TCGA-BQ-5891-01A
57 years, female, white, stage:iii
29.3
TCGA-CJ-4635-01A
48 years, male, white, stage:i
29.0
TCGA-BQ-7044-01A
73 years, male, white, stage:iii
28.9
TCGA-SX-A7SO-01A
64 years, male, white, stage:i
28.7
TCGA-AK-3429-01A
54 years, female, white, stage:ii
28.6
TCGA-BP-4342-01A
79 years, male, white, stage:ii
28.5
TCGA-BP-4351-01A
51 years, female, white, stage:iii
28.2
TCGA-A3-3322-01A
51 years, male, white, stage:i
28.1
TCGA-CZ-4854-01A
68 years, male, white, stage:i
27.9
TCGA-B0-5109-01A
69 years, male, white, stage:iii
27.7
TCGA-A3-3357-01A
62 years, male, white, stage:ii
27.7
TCGA-B0-4706-01A
61 years, male, white, stage:iii
27.7
TCGA-BQ-7049-01A
45 years, female, white, stage:i
27.6
TCGA-CZ-5463-01A
76 years, male, white, stage:ii
27.6
TCGA-B0-5695-01A
61 years, female, white, stage:i
27.6
TCGA-EU-5905-01A
67 years, female, white, stage:i
27.5
TCGA-BP-4761-01A
57 years, male, white, stage:iii
27.5
TCGA-A3-3387-01A
49 years, male, white, stage:i
27.4
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i
27.4
TCGA-SX-A7SU-01A
47 years, male, stage:i
27.3
TCGA-A4-A57E-01A
59 years, male, white, stage:iv
27.3
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i
27.1
TCGA-CJ-4869-01A
49 years, male, white, stage:iii
27.0
TCGA-A3-3367-01A
72 years, male, white, stage:i
26.9
TCGA-A3-3358-01A
57 years, female, white, stage:i
26.9
TCGA-B0-4844-01A
60 years, male, white, stage:iv
26.8
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i
26.7
TCGA-B0-5703-01A
73 years, male, white, stage:i
26.6
TCGA-DW-7839-01A
58 years, female, white, stage:i
26.6
TCGA-DZ-6135-01A
45 years, male, stage:i
26.6
TCGA-BP-5195-01A
75 years, male, white, stage:i
26.5
TCGA-A3-3363-01A
50 years, male, asian, stage:ii
26.5
TCGA-B0-4845-01A
70 years, male, white, stage:iv
26.4
TCGA-5P-A9JY-01A
79 years, male, white
26.3
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i
26.3
TCGA-B0-4701-01A
66 years, female, white, stage:iv
26.2
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i
26.2
TCGA-GL-A9DC-01A
66 years, female, white, stage:i
26.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii
26.1
TCGA-B3-4104-01A
75 years, male, white, stage:ii
26.0
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i
25.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i
25.8
TCGA-CJ-5682-01A
60 years, male, white, stage:iv
25.8
TCGA-B8-5553-01A
67 years, female, white, stage:i
25.7
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i
25.7
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i
25.6
TCGA-CJ-4884-01A
72 years, female, white, stage:iii
25.6
TCGA-CJ-4637-01A
52 years, female, white, stage:iv
25.6
TCGA-BP-4986-01A
75 years, male, white, stage:i
25.5
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i
25.5
TCGA-BP-5181-01A
58 years, female, white, stage:i
25.3
TCGA-KM-8639-01A
67 years, male, white, stage:i
25.2
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i
25.2
TCGA-CW-5580-01A
73 years, female, white, stage:iv
25.1
TCGA-A4-7734-01A
53 years, female, white, stage:i
25.0
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i
25.0
TCGA-CJ-4912-01A
61 years, male, white, stage:ii
24.9
TCGA-GL-8500-01A
63 years, male, white, stage:i
24.9
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii
24.9
TCGA-CJ-4901-01A
47 years, male, white, stage:iii
24.7
TCGA-CJ-4641-01A
55 years, female, white, stage:iv
24.7
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii
24.7
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i
24.5
TCGA-B2-5639-01A
46 years, male, white, stage:iv
24.4
TCGA-B2-5641-01A
79 years, male, white, stage:i
24.4
TCGA-BP-4998-01A
49 years, male, asian, stage:i
24.4
TCGA-KN-8421-01A
48 years, female, white, stage:ii
24.4
TCGA-B0-4828-01A
79 years, male, white, stage:iv
24.4
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i
24.4
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i
24.3
TCGA-BP-4983-01A
67 years, female, asian, stage:iii
24.2
TCGA-BP-4963-01A
64 years, male, white, stage:i
24.2
TCGA-B9-7268-01A
59 years, male, white, stage:ii
24.2
TCGA-CJ-4638-01A
46 years, female, white, stage:iv
24.1
TCGA-B2-5633-01B
56 years, male, white, stage:i
24.1
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii
24.1
TCGA-CJ-5679-01A
73 years, male, white, stage:iii
24.0
TCGA-CZ-5456-01A
57 years, male, white, stage:ii
23.7
TCGA-KN-8428-01A
71 years, male, white, stage:ii
23.7
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii
23.7
TCGA-CZ-5461-01A
52 years, male, white, stage:iv
23.7
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii
23.6
TCGA-B8-4143-01A
66 years, female, white, stage:iv
23.5
TCGA-CW-5584-01A
74 years, male, white, stage:iii
23.3
TCGA-BP-4969-01A
63 years, female, white, stage:i
23.3
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i
23.2
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i
23.2
TCGA-CZ-5459-01A
63 years, male, white, stage:iii
23.1
TCGA-BP-5187-01A
54 years, male, white, stage:i
23.1
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i
23.1
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i
23.1
TCGA-DW-7836-01A
55 years, male, white, stage:i
23.1
TCGA-BP-5009-01A
52 years, male, white, stage:i
23.0
TCGA-CZ-5464-01A
69 years, male, white, stage:iv
23.0
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i
23.0
TCGA-BP-5183-01A
57 years, male, white, stage:iii
22.9
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i
22.8
TCGA-BP-4775-01A
55 years, female, white, stage:i
22.8
TCGA-CJ-5686-01A
59 years, female, white, stage:i
22.8
TCGA-KL-8346-01A
62 years, male, white, stage:ii
22.7
TCGA-SX-A7SN-01A
52 years, male, white, stage:i
22.7
TCGA-A4-7996-01A
61 years, female, white, stage:i
22.7
TCGA-KN-8426-01A
50 years, male, white, stage:iv
22.6
TCGA-B0-5115-01A
43 years, male, white, stage:iv
22.6
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii
22.6
TCGA-CJ-6030-01A
66 years, male, white, stage:i
22.6
TCGA-AL-3467-01A
54 years, female, white
22.5
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii
22.5
TCGA-BP-4991-01A
54 years, male, white, stage:i
22.5
TCGA-O9-A75Z-01A
44 years, male, white, stage:i
22.4
TCGA-BP-5201-01A
63 years, male, white, stage:iv
22.4
TCGA-A4-7585-01A
67 years, male, white, stage:iii
22.4
TCGA-BP-4967-01A
76 years, male, white, stage:iii
22.3
TCGA-BP-4165-01A
64 years, female, white, stage:i
22.3
TCGA-BP-5180-01A
53 years, male, white, stage:i
22.3
TCGA-CZ-4864-01A
86 years, male, white, stage:ii
22.3
TCGA-BP-5200-01A
44 years, male, white, stage:ii
22.3
TCGA-CJ-5684-01A
61 years, male, white, stage:iii
22.2
TCGA-B0-5092-01A
53 years, female, white, stage:iv
22.2
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii
22.1
TCGA-AK-3460-01A
58 years, male, white, stage:i
22.1
TCGA-A4-8516-01A
62 years, male, white, stage:iii
22.1
TCGA-B0-5399-01A
46 years, male, white, stage:i
22.1
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i
22.0
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii
22.0
TCGA-B8-5159-01A
61 years, female, white, stage:i
22.0
TCGA-AL-3473-01A
55 years, male, white, stage:ii
22.0
TCGA-BP-4163-01A
60 years, female, white, stage:iii
22.0
TCGA-A3-3351-01A
42 years, male, white, stage:ii
22.0
TCGA-CJ-4885-01A
64 years, male, white, stage:iv
21.8
TCGA-KO-8415-01A
44 years, female, white, stage:i
21.8
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv
21.8
TCGA-EV-5901-01A
47 years, female, white, stage:i
21.8
TCGA-CJ-4875-01A
67 years, male, white, stage:iv
21.7
TCGA-AL-3472-01A
57 years, male, black or african american
21.7
TCGA-KO-8414-01A
50 years, female, white, stage:ii
21.7
TCGA-CZ-5985-01A
58 years, male, white, stage:ii
21.7
TCGA-BP-4331-01A
52 years, male, white, stage:i
21.7
TCGA-4A-A93X-01A
58 years, male, white, stage:iv
21.6
TCGA-BP-4965-01A
46 years, male, white, stage:i
21.6
TCGA-CJ-4920-01A
64 years, female, white, stage:i
21.6
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i
21.6
TCGA-AS-3778-01A
35 years, male, white, stage:i
21.5
TCGA-B0-5700-01A
77 years, male, white, stage:i
21.5
TCGA-CZ-5470-01A
72 years, female, stage:ii
21.5
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i
21.4
TCGA-BP-4338-01A
43 years, male, white, stage:i
21.4
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i
21.3
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii
21.3
TCGA-MH-A561-01A
66 years, male, white, stage:i
21.2
TCGA-B0-4693-01A
73 years, female, white, stage:iii
21.2
TCGA-DV-5566-01A
67 years, female, white, stage:i
21.2
TCGA-CZ-4857-01A
56 years, male, white, stage:iv
21.2
TCGA-KN-8427-01A
54 years, male, white, stage:iv
21.2
TCGA-HE-A5NH-01A
62 years, male, stage:i
21.1
TCGA-A3-3331-01A
86 years, female, white, stage:i
21.1
TCGA-CJ-4918-01A
64 years, male, white, stage:iv
21.1
TCGA-4A-A93W-01A
66 years, female, white, stage:i
21.1
TCGA-P4-AAVO-01A
69 years, male, white, stage:i
21.0
TCGA-A3-3323-01A
53 years, male, white, stage:i
21.0
TCGA-A3-3346-01A
68 years, male, white, stage:i
21.0
TCGA-B8-4622-01A
57 years, male, white, stage:iv
21.0
TCGA-A3-3308-01A
77 years, female, white, stage:iii
21.0
TCGA-B4-5377-01A
68 years, female, white, stage:iv
21.0
TCGA-BP-4989-01A
58 years, male, white, stage:iii
20.9
TCGA-B0-5081-01A
80 years, female, white, stage:iii
20.9
TCGA-BP-5199-01A
58 years, male, white, stage:ii
20.9
TCGA-B8-4148-01A
63 years, female, white, stage:i
20.9
TCGA-5P-A9JZ-01A
51 years, female, white
20.9
TCGA-CZ-4862-01A
46 years, male, white, stage:i
20.8
TCGA-BP-4987-01A
41 years, female, asian, stage:i
20.8
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i
20.8
TCGA-A4-7732-01A
55 years, male, black or african american
20.8
TCGA-AK-3453-01A
58 years, female, white, stage:ii
20.8
TCGA-B8-5158-01A
56 years, male, white, stage:iii
20.7
TCGA-BQ-5892-01A
51 years, male, white, stage:i
20.7
TCGA-KN-8436-01A
63 years, male, white, stage:ii
20.7
TCGA-5P-A9K4-01A
54 years, male, white
20.7
TCGA-B9-4617-01A
41 years, male, black or african american
20.7
TCGA-CZ-4866-01A
79 years, female, white, stage:i
20.7
TCGA-B0-4703-01A
51 years, male, white, stage:iv
20.6
TCGA-B9-A5W9-01A
40 years, male, white, stage:i
20.6
TCGA-A3-3347-01A
76 years, female, white, stage:iii
20.6
TCGA-B2-4102-01A
61 years, male, white, stage:i
20.6
TCGA-5P-A9JV-01A
49 years, male, white
20.6
TCGA-CJ-5676-01A
47 years, male, white, stage:iii
20.6
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i
20.6
TCGA-CJ-5680-01A
65 years, female, white, stage:iv
20.6
TCGA-CJ-4639-01A
49 years, female, white, stage:ii
20.5
TCGA-B0-5084-01A
33 years, male, white, stage:iv
20.5
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i
20.5
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii
20.5
TCGA-B0-4814-01A
58 years, male, white, stage:iv
20.5
TCGA-BP-5185-01A
56 years, male, white, stage:i
20.4
TCGA-EV-5903-01A
57 years, male, white, stage:i
20.4
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i
20.4
TCGA-BP-5170-01A
55 years, male, white, stage:i
20.4
TCGA-A3-3370-01A
48 years, female, white, stage:i
20.4
TCGA-BP-5007-01A
46 years, male, white, stage:ii
20.3
TCGA-DZ-6133-01A
66 years, female, white, stage:i
20.3
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i
20.3
TCGA-5P-A9KA-01A
61 years, male, white
20.3
TCGA-B9-4116-01A
75 years, female, black or african american
20.2
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii
20.2
TCGA-Y8-A896-01A
62 years, male, white, stage:iii
20.2
TCGA-BP-4766-01A
43 years, female, white, stage:i
20.2
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i
20.2
TCGA-B0-4847-01A
60 years, male, white, stage:iv
20.2
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii
20.2
TCGA-BP-4771-01A
62 years, male, white, stage:iv
20.2
TCGA-BP-5174-01A
45 years, female, white, stage:i
20.2
TCGA-B0-4945-01A
75 years, female, white, stage:i
20.2
TCGA-BP-5168-01A
75 years, male, white, stage:i
20.1
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i
20.1
TCGA-BP-4759-01A
50 years, male, white, stage:i
20.1
TCGA-B0-5097-01A
59 years, female, white, stage:iii
20.1
TCGA-B0-4697-01A
46 years, female, white, stage:iv
20.0
TCGA-CJ-4892-01A
65 years, female, white, stage:i
20.0
TCGA-B0-4838-01A
69 years, female, white, stage:i
20.0
TCGA-KO-8408-01A
47 years, male, white, stage:iii
20.0
TCGA-BP-4787-01A
59 years, female, white, stage:iv
20.0
TCGA-BP-4798-01A
74 years, male, white
20.0
TCGA-5P-A9K8-01A
51 years, female, white
19.9
TCGA-CJ-4895-01A
62 years, male, white, stage:iv
19.9
TCGA-B0-5088-01A
53 years, male, white, stage:i
19.9
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i
19.9
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii
19.9
TCGA-B2-4101-01A
52 years, male, white, stage:ii
19.8
TCGA-CJ-5675-01A
70 years, male, white, stage:ii
19.8
TCGA-BP-4797-01A
34 years, male, white, stage:iii
19.8
TCGA-CJ-4636-01A
51 years, male, white, stage:iii
19.8
TCGA-B0-5095-01A
81 years, male, white, stage:iii
19.8
TCGA-BP-4804-01A
59 years, male, white, stage:i
19.8
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii
19.7
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i
19.7
TCGA-A3-3385-01A
46 years, female, white, stage:i
19.7
TCGA-CZ-5466-01A
67 years, male, stage:iii
19.6
TCGA-WN-A9G9-01A
male, white, stage:i
19.6
TCGA-BP-4173-01A
47 years, male, white, stage:ii
19.6
TCGA-B0-4714-01A
81 years, male, white, stage:iv
19.6
TCGA-KN-8425-01A
53 years, male, white, stage:i
19.6
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv
19.5
TCGA-B0-4816-01A
49 years, male, white, stage:ii
19.5
TCGA-IA-A83W-01A
70 years, male, white, stage:i
19.5
TCGA-B0-5110-01A
71 years, female, white, stage:i
19.4
TCGA-B2-5635-01A
74 years, male, white, stage:i
19.4
TCGA-B0-5113-01A
69 years, female, white, stage:iii
19.4
TCGA-BQ-5882-01A
54 years, male, stage:iii
19.3
TCGA-B0-4815-01A
65 years, male, white, stage:iii
19.3
TCGA-CZ-4861-01A
63 years, male, white, stage:ii
19.3
TCGA-CZ-5462-01A
83 years, male, white, stage:iv
19.3
TCGA-A3-3326-01A
47 years, male, white, stage:i
19.2
TCGA-A3-3320-01A
52 years, female, white, stage:i
19.2
TCGA-CJ-4900-01A
69 years, female, white, stage:iv
19.2
TCGA-SX-A7SL-01A
74 years, male, stage:i
19.1
TCGA-BP-4177-01A
65 years, male, white, stage:i
19.1
TCGA-B0-4811-01A
48 years, male, white, stage:iii
19.1
TCGA-B8-5549-01A
53 years, male, white, stage:i
19.1
TCGA-BP-4970-01A
44 years, male, asian, stage:iii
19.1
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i
19.1
TCGA-KL-8324-01A
67 years, female, white, stage:ii
19.1
TCGA-BP-4340-01A
70 years, female, white, stage:i
19.1
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv
19.0
TCGA-AK-3461-01A
72 years, male, white, stage:i
19.0
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i
19.0
TCGA-A4-7288-01A
71 years, female, white
19.0
TCGA-KL-8332-01A
55 years, male, white, stage:i
19.0
TCGA-B0-5705-01A
65 years, female, white, stage:i
18.9
TCGA-AK-3436-01A
40 years, male, white, stage:iv
18.9
TCGA-B0-5107-01A
65 years, female, white, stage:iv
18.9
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i
18.9
TCGA-CZ-4863-01A
51 years, female, white, stage:iii
18.9
TCGA-KL-8325-01A
56 years, female, white, stage:ii
18.8
TCGA-BP-5189-01A
60 years, male, white, stage:i
18.8
TCGA-BP-4790-01A
76 years, male, white, stage:i
18.8
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i
18.7
TCGA-BP-4999-01A
56 years, male, white, stage:i
18.7
TCGA-B0-4849-01A
51 years, male, white, stage:iii
18.7
TCGA-B0-5077-01A
77 years, male, white, stage:i
18.6
TCGA-B0-5104-01A
90 years, female, white, stage:i
18.6
TCGA-CJ-4881-01A
41 years, male, white, stage:iii
18.6
TCGA-J7-6720-01A
42 years, male, asian, stage:i
18.6
TCGA-CZ-4860-01A
60 years, male, white, stage:iv
18.6
TCGA-BP-4993-01A
58 years, male, white, stage:i
18.6
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i
18.6
TCGA-G7-A8LC-01A
61 years, male, white, stage:i
18.6
TCGA-KL-8342-01A
45 years, female, white, stage:ii
18.6
TCGA-DV-5573-01A
41 years, male, white, stage:i
18.6
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii
18.6
TCGA-BP-4325-01A
64 years, female, white, stage:i
18.6
TCGA-B0-4698-01A
75 years, male, white, stage:iv
18.5
TCGA-A3-3329-01A
75 years, male, white, stage:i
18.5
TCGA-CZ-5986-01A
61 years, male, white, stage:i
18.5
TCGA-BP-4158-01A
69 years, male, white, stage:i
18.5
TCGA-AL-3468-01A
74 years, male, white, stage:ii
18.5
TCGA-A3-3311-01A
58 years, male, stage:i
18.5
TCGA-EU-5907-01A
81 years, male, white, stage:iii
18.5
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv
18.5
TCGA-BQ-5889-01A
63 years, male, white, stage:iv
18.5
TCGA-HE-7129-01A
male, stage:ii
18.5
TCGA-CZ-5451-01A
74 years, male, white, stage:ii
18.5
TCGA-B8-5164-01A
65 years, male, white, stage:iii
18.4
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i
18.4
TCGA-BP-4347-01A
74 years, male, white, stage:iii
18.4
TCGA-CJ-4908-01A
38 years, male, white, stage:i
18.4
TCGA-CZ-5984-01A
51 years, male, white, stage:i
18.4
TCGA-CJ-4916-01A
69 years, female, white, stage:iii
18.4
TCGA-CZ-5458-01A
43 years, male, white, stage:iii
18.4
TCGA-BQ-7061-01A
84 years, female, white, stage:i
18.4
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i
18.4
TCGA-B3-3925-01A
52 years, male, white, stage:iii
18.4
TCGA-CJ-4903-01A
50 years, male, white, stage:i
18.4
TCGA-B0-5119-01A
61 years, female, white, stage:i
18.4
TCGA-A3-3325-01A
52 years, male, white, stage:i
18.3
TCGA-BQ-7059-01A
71 years, male, white, stage:i
18.3
TCGA-BP-4176-01A
64 years, male, white, stage:i
18.3
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i
18.3
TCGA-KL-8345-01A
75 years, male, white, stage:iii
18.3
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv
18.3
TCGA-B9-5155-01A
71 years, male, white, stage:iii
18.2
TCGA-CZ-5452-01A
69 years, male, white, stage:ii
18.2
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv
18.2
TCGA-B9-4117-01A
48 years, female, black or african american
18.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i
18.1
TCGA-KL-8341-01A
41 years, male, asian, stage:iv
18.1
TCGA-5P-A9KH-01A
77 years, male, white
18.1
TCGA-A4-A5DU-01A
45 years, female, white, stage:i
18.1
TCGA-F9-A7VF-01A
75 years, female, white, stage:i
18.1
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i
18.1
TCGA-A4-A6HP-01A
66 years, male, white, stage:i
18.1
TCGA-CJ-5671-01A
51 years, male, white, stage:i
18.1
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i
18.0
TCGA-CZ-5453-01A
67 years, male, white, stage:ii
18.0
TCGA-B0-4710-01A
75 years, female, white, stage:iii
18.0
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv
18.0
TCGA-A3-3383-01A
52 years, male, white, stage:i
18.0
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i
18.0
TCGA-KM-8443-01A
58 years, male, white, stage:ii
18.0
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii
18.0
TCGA-B0-4822-01A
78 years, male, white, stage:ii
17.9
TCGA-B0-4823-01A
88 years, male, white, stage:i
17.9
TCGA-A3-3307-01A
66 years, male, stage:iii
17.9
TCGA-KL-8323-01A
57 years, female, white, stage:iii
17.9
TCGA-A4-8311-01A
60 years, male, white, stage:i
17.9
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i
17.9
TCGA-A3-3335-01A
41 years, male, white, stage:ii
17.9
TCGA-GL-6846-01A
52 years, male, white, stage:iv
17.9
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i
17.8
TCGA-B0-5690-01A
53 years, female, white, stage:i
17.8
TCGA-BP-4170-01A
72 years, female, white, stage:i
17.8
TCGA-A3-3343-01A
79 years, male, white, stage:ii
17.8
TCGA-BP-5190-01A
61 years, male, white, stage:i
17.8
TCGA-BP-4971-01A
40 years, male, white, stage:iii
17.8
TCGA-A3-3349-01A
34 years, female, white, stage:i
17.8
TCGA-B8-4153-01B
74 years, male, white, stage:iii
17.7
TCGA-BP-4164-01A
51 years, female, white, stage:iii
17.7
TCGA-CZ-5987-01A
60 years, male, white, stage:iv
17.7
TCGA-A4-8517-01A
71 years, male, white, stage:i
17.7
TCGA-CW-5591-01A
56 years, male, white, stage:iv
17.7
TCGA-B3-4103-01A
56 years, male, white, stage:i
17.7
TCGA-BP-4964-01A
55 years, female, white, stage:i
17.7
TCGA-CJ-4876-01A
57 years, male, white, stage:ii
17.7
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii
17.7
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i
17.7
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii
17.6
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii
17.6
TCGA-AK-3431-01A
62 years, female, white, stage:ii
17.6
TCGA-G7-6795-01A
56 years, male, white, stage:i
17.5
TCGA-BP-4782-01A
55 years, female, white, stage:i
17.5
TCGA-KN-8423-01A
44 years, male, white, stage:i
17.5
TCGA-BP-4959-01A
49 years, male, white, stage:i
17.5
TCGA-B0-5713-01A
75 years, female, white, stage:iii
17.5
TCGA-B0-5694-01A
71 years, male, white, stage:iii
17.5
TCGA-BP-5192-01A
59 years, male, white, stage:i
17.5
TCGA-CJ-4634-01A
60 years, female, white, stage:i
17.5
TCGA-CJ-4894-01A
58 years, male, white, stage:iii
17.4
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i
17.4
TCGA-B0-4819-01A
60 years, female, white, stage:iv
17.4
TCGA-CJ-4899-01A
42 years, male, asian, stage:i
17.4
TCGA-CJ-4904-01A
60 years, female, white, stage:iv
17.4
TCGA-B0-5701-01A
65 years, male, white, stage:iii
17.4
TCGA-CZ-5457-01A
62 years, male, white, stage:iii
17.4
TCGA-CJ-5681-01A
44 years, female, white, stage:iv
17.3
TCGA-BP-4774-01A
57 years, female, white, stage:i
17.3
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii
17.3
TCGA-B0-4707-01A
63 years, male, white, stage:iii
17.3
TCGA-BP-4353-01A
61 years, male, white, stage:i
17.3
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii
17.3
TCGA-BP-4803-01A
79 years, male, white, stage:iii
17.2
TCGA-BP-4962-01A
58 years, male, white, stage:ii
17.2
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i
17.2
TCGA-BP-5198-01A
72 years, male, white, stage:iii
17.2
TCGA-CJ-6033-01A
54 years, female, white, stage:iv
17.2
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii
17.2
TCGA-B0-4839-01A
80 years, female, white, stage:i
17.2
TCGA-BP-4349-01A
68 years, female, white, stage:i
17.2
TCGA-CJ-4902-01A
61 years, male, white, stage:iii
17.2
TCGA-B0-4848-01A
54 years, male, white, stage:iii
17.1
TCGA-CJ-5672-01A
84 years, male, white, stage:i
17.1
TCGA-CJ-4887-01A
48 years, male, white, stage:iv
17.1
TCGA-B1-A47N-01A
62 years, male, white, stage:i
17.1
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i
17.0
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i
17.0
TCGA-B0-4836-01A
61 years, male, white, stage:iv
17.0
TCGA-Y8-A895-01A
74 years, male, white, stage:i
17.0
TCGA-BP-4972-01A
43 years, female, white, stage:iii
17.0
TCGA-BP-5182-01A
56 years, male, white, stage:i
17.0
TCGA-BP-4781-01A
78 years, male, white, stage:i
17.0
TCGA-CZ-5460-01A
55 years, male, white, stage:iv
17.0
TCGA-DZ-6132-01A
69 years, male, stage:i
16.9
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i
16.9
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i
16.9
TCGA-B0-4718-01A
57 years, male, white, stage:iii
16.9
TCGA-KM-8439-01A
30 years, male, white, stage:i
16.9
TCGA-HE-A5NJ-01A
58 years, male
16.9
TCGA-CJ-6027-01A
77 years, male, white, stage:i
16.9
TCGA-B2-5636-01A
79 years, male, white, stage:i
16.8
TCGA-B4-5378-01A
62 years, male, white, stage:i
16.8
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii
16.8
TCGA-B0-5080-01A
63 years, male, white, stage:iv
16.8
TCGA-B0-5711-01A
50 years, male, white, stage:iii
16.7
TCGA-BP-4981-01A
75 years, female, white, stage:iii
16.7
TCGA-B0-4818-01A
68 years, female, white, stage:ii
16.7
TCGA-BP-4327-01A
75 years, female, white, stage:ii
16.6
TCGA-KL-8339-01A
67 years, male, white, stage:iv
16.6
TCGA-B0-5706-01A
45 years, male, white, stage:ii
16.6
TCGA-BP-4795-01A
74 years, female, white, stage:i
16.6
TCGA-B8-5163-01A
63 years, female, white, stage:iii
16.6
TCGA-CJ-5677-01A
54 years, female, white, stage:iv
16.6
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii
16.6
TCGA-A4-7287-01A
75 years, female, white, stage:i
16.6
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i
16.6
TCGA-CJ-4889-01A
63 years, female, white, stage:i
16.6
TCGA-CW-6088-01A
60 years, male, white, stage:i
16.5
TCGA-KN-8434-01A
65 years, female, white, stage:ii
16.5
TCGA-B0-5108-01A
54 years, male, white, stage:iii
16.5
TCGA-CJ-4888-01A
59 years, male, white, stage:iv
16.5
TCGA-HE-A5NK-01A
82 years, male
16.5
TCGA-5P-A9K6-01A
64 years, male, white
16.5
TCGA-A3-3380-01A
54 years, male, stage:i
16.4
TCGA-KL-8328-01A
60 years, male, white, stage:ii
16.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i
16.4
TCGA-Y8-A897-01A
68 years, female, white, stage:i
16.4
TCGA-CZ-5988-01A
38 years, male, white, stage:i
16.4
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii
16.4
TCGA-A3-3359-01A
82 years, female, white, stage:i
16.3
TCGA-BP-5006-01A
61 years, male, white, stage:i
16.3
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i
16.3
TCGA-DV-5574-01A
37 years, male, white, stage:i
16.3
TCGA-BP-4355-01A
59 years, female, white, stage:iii
16.3
TCGA-BP-5191-01A
80 years, male, white, stage:iii
16.3
TCGA-BP-4801-01A
57 years, male, white, stage:i
16.3
TCGA-A3-3365-01A
46 years, male, white, stage:i
16.3
TCGA-B0-5707-01A
39 years, female, white, stage:i
16.2
TCGA-P4-A5E7-01A
74 years, female, white, stage:i
16.2
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i
16.2
TCGA-B8-5552-01B
41 years, female, white, stage:i
16.2
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii
16.2
TCGA-B0-4842-01A
74 years, female, white, stage:iii
16.2
TCGA-CJ-4886-01A
43 years, female, white, stage:i
16.2
TCGA-B0-4827-01A
77 years, female, white, stage:iii
16.2
TCGA-CZ-4856-01A
62 years, female, white, stage:i
16.2
TCGA-B0-5710-01A
57 years, male, white, stage:i
16.2
TCGA-B2-3924-01A
73 years, male, white, stage:i
16.1
TCGA-A3-3319-01A
70 years, male, white, stage:i
16.1
TCGA-CJ-6032-01A
63 years, female, white, stage:ii
16.1
TCGA-KO-8417-01A
30 years, female, white, stage:i
16.1
TCGA-BP-4975-01A
40 years, male, white, stage:i
16.1
TCGA-BP-4992-01A
66 years, male, white, stage:i
16.1
TCGA-BP-4329-01A
75 years, male, white, stage:iii
16.1
TCGA-BP-4337-01A
76 years, female, white, stage:iii
16.1
TCGA-B4-5834-01A
59 years, male, white, stage:i
16.0
TCGA-BP-4974-01A
58 years, male, white, stage:iv
16.0
TCGA-KN-8433-01A
46 years, female, white, stage:iii
16.0
TCGA-B0-4821-01A
68 years, female, asian, stage:iii
16.0
TCGA-B0-5697-01A
50 years, male, white, stage:i
16.0
TCGA-B0-4699-01A
74 years, male, white, stage:iv
16.0
TCGA-KM-8442-01A
38 years, male, stage:ii
16.0
TCGA-BP-4341-01A
67 years, male, white, stage:iii
16.0
TCGA-AK-3454-01A
84 years, male, white, stage:i
16.0
TCGA-BQ-7048-01A
64 years, male, white, stage:iii
15.9
TCGA-A3-3328-01A
79 years, male, white, stage:i
15.9
TCGA-KO-8406-01A
17 years, female, white, stage:i
15.9
TCGA-B1-5398-01A
73 years, male, white, stage:iii
15.9
TCGA-KN-8432-01A
86 years, female, white, stage:ii
15.9
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i
15.9
TCGA-BP-4777-01A
46 years, male, white, stage:i
15.9
TCGA-CJ-4643-01A
67 years, female, white, stage:ii
15.8
TCGA-AK-3434-01A
72 years, male, white, stage:i
15.8
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i
15.8
TCGA-BP-4756-01A
63 years, female, asian, stage:i
15.8
TCGA-BQ-7050-01A
53 years, female, white, stage:i
15.8
TCGA-IZ-8195-01A
82 years, male, white, stage:ii
15.8
TCGA-CJ-4893-01A
76 years, female, white, stage:i
15.8
TCGA-CJ-4874-01A
73 years, female, white, stage:i
15.8
TCGA-BP-4982-01A
42 years, male, white, stage:i
15.8
TCGA-BP-4976-01A
77 years, male, white, stage:i
15.8
TCGA-KO-8404-01A
78 years, male, white, stage:iv
15.8
TCGA-BP-4161-01A
74 years, male, white, stage:i
15.7
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i
15.7
TCGA-G7-7502-01A
83 years, male, white, stage:i
15.7
TCGA-BP-5176-01A
78 years, female, white, stage:i
15.7
TCGA-DV-5575-01A
52 years, female, white, stage:i
15.6
TCGA-B0-5099-01A
88 years, female, white, stage:iii
15.6
TCGA-BP-4769-01A
63 years, male, white, stage:i
15.6
TCGA-CJ-5683-01A
78 years, male, white, stage:i
15.6
TCGA-5P-A9K3-01A
59 years, male, white
15.6
TCGA-BP-5194-01A
39 years, male, white, stage:i
15.6
TCGA-BP-4344-01A
75 years, female, white, stage:i
15.6
TCGA-IA-A83T-01A
80 years, male, white
15.6
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii
15.6
TCGA-KL-8336-01A
51 years, female, white, stage:iv
15.5
TCGA-A3-3378-01A
60 years, male, white, stage:i
15.5
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii
15.5
TCGA-KN-8418-01A
41 years, female, white, stage:ii
15.5
TCGA-CW-5590-01A
51 years, male, white, stage:iv
15.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii
15.5
TCGA-AK-3426-01A
37 years, male, white, stage:iii
15.5
TCGA-B0-5709-01A
62 years, female, white, stage:iii
15.5
TCGA-B0-4846-01A
52 years, male, white, stage:iv
15.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i
15.4
TCGA-KL-8338-01A
51 years, male, white, stage:iii
15.4
TCGA-BQ-7051-01A
74 years, male, white, stage:ii
15.4
TCGA-BP-4758-01A
40 years, male, white, stage:i
15.4
TCGA-AL-3471-01A
74 years, male, white, stage:i
15.4
TCGA-SX-A71W-01A
66 years, male, white, stage:i
15.4
TCGA-B8-5550-01A
71 years, male, white, stage:iii
15.4
TCGA-A3-3373-01A
54 years, female, white, stage:i
15.4
TCGA-B3-3926-01A
59 years, female, white, stage:i
15.4
TCGA-CJ-5689-01A
90 years, male, white, stage:i
15.3
TCGA-BP-4332-01A
36 years, male, white, stage:iii
15.3
TCGA-B0-5402-01A
64 years, male, white, stage:iv
15.3
TCGA-KL-8329-01A
57 years, female, asian, stage:i
15.3
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i
15.3
TCGA-KL-8331-01A
48 years, female, white, stage:ii
15.3
TCGA-KO-8407-01A
42 years, male, white, stage:ii
15.3
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i
15.2
TCGA-BP-5202-01A
75 years, male, white, stage:iii
15.2
TCGA-B0-4824-01A
49 years, female, white, stage:i
15.2
TCGA-SX-A71U-01A
57 years, male, white, stage:i
15.2
TCGA-BP-5177-01A
46 years, female, white, stage:i
15.2
TCGA-B4-5836-01A
61 years, female, white, stage:i
15.2
TCGA-B0-4691-01A
55 years, male, white, stage:iv
15.2
TCGA-CW-5583-01A
51 years, female, white, stage:i
15.2
TCGA-CZ-5467-01A
86 years, female, white, stage:iii
15.1
TCGA-BP-5000-01A
40 years, male, white, stage:i
15.1
TCGA-5P-A9K0-01A
75 years, male, white
15.1
TCGA-CJ-4868-01A
42 years, male, white, stage:iv
15.1
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i
15.0
TCGA-B0-4833-01A
82 years, female, white, stage:i
15.0
TCGA-BP-5186-01A
50 years, female, white, stage:i
15.0
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i
15.0
TCGA-A4-7997-01A
67 years, male, white, stage:i
15.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii
15.0
TCGA-CJ-4890-01A
72 years, male, white, stage:iv
15.0
TCGA-5P-A9K2-01A
62 years, male, white
15.0
TCGA-B0-5693-01A
47 years, female, white, stage:i
15.0
TCGA-A3-3352-01A
male, white, stage:iii
15.0
TCGA-B4-5838-01A
52 years, male, white
15.0
TCGA-CZ-4853-01A
82 years, male, white, stage:i
14.9
TCGA-BP-4354-01A
41 years, male, white, stage:iv
14.9
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii
14.9
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i
14.9
TCGA-BP-4807-01A
42 years, male, white, stage:i
14.8
TCGA-B0-5116-01A
53 years, male, white, stage:iii
14.8
TCGA-DW-7834-01A
53 years, male, white, stage:i
14.8
TCGA-5P-A9K9-01A
59 years, female, white
14.7
TCGA-B2-3923-01A
59 years, male, white, stage:ii
14.7
TCGA-CZ-4865-01A
70 years, female, white, stage:i
14.7
TCGA-KL-8334-01A
37 years, female, white, stage:iii
14.7
TCGA-BP-4973-01A
47 years, male, white, stage:iii
14.7
TCGA-CJ-4905-01A
62 years, female, white, stage:i
14.7
TCGA-BP-5001-01A
43 years, female, white, stage:i
14.7
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i
14.6
TCGA-A4-8630-01A
59 years, female, white, stage:i
14.6
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i
14.6
TCGA-BP-4762-01A
42 years, male, white, stage:i
14.6
TCGA-CW-6087-01A
61 years, male, white, stage:iv
14.6
TCGA-KN-8429-01A
38 years, female, white, stage:iii
14.5
TCGA-G7-6790-01A
57 years, male, white, stage:i
14.5
TCGA-CZ-5454-01A
63 years, male, white, stage:iv
14.5
TCGA-CJ-4644-01A
48 years, female, white, stage:iv
14.5
TCGA-CW-5587-01A
62 years, female, white, stage:iii
14.5
TCGA-KM-8438-01A
45 years, female, white, stage:ii
14.5
TCGA-B4-5844-01A
61 years, female, white, stage:ii
14.5
TCGA-A4-8310-01A
58 years, male, white, stage:iii
14.5
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i
14.4
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv
14.4
TCGA-CJ-4891-01A
57 years, female, white, stage:iii
14.4
TCGA-B0-4713-01A
76 years, female, white, stage:iii
14.3
TCGA-B0-5696-01A
70 years, male, white, stage:iii
14.3
TCGA-CW-6093-01A
73 years, male, white, stage:i
14.3
TCGA-KV-A74V-01A
40 years, male, white, stage:i
14.3
TCGA-B0-5121-01A
56 years, male, white, stage:i
14.3
TCGA-KN-8435-01A
59 years, male, white, stage:ii
14.3
TCGA-BQ-5890-01A
69 years, male, white, stage:iii
14.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv
14.2
TCGA-B0-4700-01A
60 years, male, white, stage:iv
14.2
TCGA-B0-4837-01A
63 years, male, white, stage:i
14.2
TCGA-A4-7286-01A
42 years, male, white
14.2
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i
14.2
TCGA-BP-4776-01A
52 years, male, white, stage:i
14.2
TCGA-CW-6097-01A
32 years, male, white, stage:iii
14.2
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii
14.1
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i
14.1
TCGA-BQ-5888-01A
74 years, female, white, stage:i
14.1
TCGA-BP-4784-01A
67 years, female, white, stage:i
14.1
TCGA-CJ-4878-01A
71 years, female, white, stage:iii
14.1
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i
14.1
TCGA-CJ-4640-01A
49 years, male, white, stage:iii
14.1
TCGA-B0-4810-01A
47 years, male, white, stage:iii
14.1
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii
14.1
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i
14.0
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i
14.0
TCGA-BP-5004-01A
53 years, male, white, stage:i
14.0
TCGA-5P-A9KF-01A
53 years, male, white
14.0
TCGA-B0-4843-01A
57 years, male, white, stage:iii
14.0
TCGA-B1-A47O-01A
54 years, female, white, stage:i
14.0
TCGA-B0-5102-01A
74 years, female, white, stage:i
13.9
TCGA-BP-5178-01A
71 years, male, white, stage:iv
13.9
TCGA-AL-7173-01A
72 years, female, white, stage:iv
13.9
TCGA-BP-5169-01A
70 years, male, white, stage:i
13.9
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii
13.9
TCGA-BQ-7058-01A
81 years, male, white, stage:iii
13.9
TCGA-MM-A563-01A
41 years, male, black or african american
13.8
TCGA-KN-8431-01A
35 years, female, stage:ii
13.8
TCGA-CZ-5982-01A
59 years, female, white, stage:i
13.8
TCGA-KV-A6GE-01A
65 years, male, white, stage:i
13.8
TCGA-HE-A5NI-01A
73 years, male, stage:i
13.8
TCGA-KL-8335-01A
68 years, male, white, stage:iii
13.8
TCGA-EU-5906-01A
55 years, male, white, stage:i
13.8
TCGA-CJ-4897-01A
79 years, female, white, stage:iii
13.8
TCGA-BP-4961-01A
47 years, male, white, stage:i
13.8
TCGA-A3-3317-01A
67 years, male, stage:ii
13.7
TCGA-CW-5589-01A
52 years, male, white, stage:i
13.7
TCGA-BP-4162-01A
65 years, female, white, stage:i
13.7
TCGA-DZ-6134-01A
69 years, male, white, stage:i
13.7
TCGA-B0-5691-01A
66 years, female, white, stage:i
13.7
TCGA-CJ-4871-01A
63 years, male, white, stage:iv
13.7
TCGA-B0-4852-01A
78 years, female, white, stage:ii
13.7
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i
13.6
TCGA-CW-5585-01A
51 years, male, white, stage:iv
13.6
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii
13.6
TCGA-B0-5085-01A
76 years, female, white, stage:iii
13.6
TCGA-BP-5008-01A
46 years, male, white, stage:i
13.6
TCGA-B9-5156-01A
51 years, male, white
13.5
TCGA-KL-8344-01A
51 years, male, white, stage:iii
13.5
TCGA-KO-8413-01A
46 years, male, white, stage:i
13.5
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i
13.5
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i
13.5
TCGA-B8-5165-01A
43 years, male, white, stage:i
13.4
TCGA-KM-8477-01A
56 years, male, white, stage:i
13.4
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i
13.4
TCGA-CJ-4907-01A
58 years, male, white, stage:iii
13.4
TCGA-B1-A655-01A
77 years, female, white, stage:i
13.4
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii
13.3
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i
13.3
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i
13.3
TCGA-CJ-4872-01A
51 years, male, white, stage:i
13.3
TCGA-KN-8437-01A
42 years, female, white, stage:i
13.3
TCGA-KO-8416-01A
41 years, male, white, stage:iii
13.3
TCGA-CJ-6028-01A
58 years, male, white, stage:iv
13.3
TCGA-CZ-5455-01A
63 years, male, white, stage:iv
13.3
TCGA-CZ-5465-01A
76 years, female, stage:iii
13.3
TCGA-B0-4694-01A
72 years, male, white, stage:iii
13.3
TCGA-B8-5162-01A
63 years, male, white, stage:ii
13.2
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii
13.2
TCGA-KM-8441-01A
61 years, female, white, stage:i
13.2
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii
13.2
TCGA-BQ-7046-01A
61 years, male, white, stage:i
13.2
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i
13.2
TCGA-B0-5400-01A
59 years, female, white, stage:iii
13.2
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii
13.2
TCGA-CW-5588-01A
78 years, female, white, stage:i
13.2
TCGA-A3-3362-01A
60 years, female, white, stage:i
13.2
TCGA-KL-8340-01A
34 years, male, white, stage:ii
13.1
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i
13.1
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii
13.0
TCGA-B2-4099-01A
83 years, male, white, stage:i
13.0
TCGA-CZ-4859-01A
59 years, female, white, stage:i
13.0
TCGA-BP-5184-01A
54 years, male, white, stage:i
13.0
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i
13.0
TCGA-KO-8411-01A
58 years, male, white, stage:i
13.0
TCGA-KL-8343-01A
72 years, male, white, stage:iii
13.0
TCGA-AK-3425-01A
68 years, male, white, stage:i
13.0
TCGA-B1-A657-01A
54 years, male, white, stage:i
13.0
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i
12.9
TCGA-KN-8424-01A
42 years, female, white, stage:i
12.9
TCGA-Y8-A898-01A
69 years, male, white, stage:i
12.9
TCGA-EU-5904-01A
47 years, female, white, stage:i
12.9
TCGA-B0-5812-01A
53 years, male, white, stage:i
12.8
TCGA-A3-3306-01A
67 years, male, white, stage:i
12.8
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii
12.8
TCGA-SX-A71V-01A
80 years, male, white, stage:i
12.8
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii
12.8
TCGA-CW-5581-01A
44 years, male, white, stage:i
12.7
TCGA-AK-3451-01A
48 years, male, white, stage:ii
12.7
TCGA-IA-A83V-01A
63 years, male, white, stage:i
12.7
TCGA-BP-4160-01A
67 years, male, white, stage:iii
12.7
TCGA-BP-4335-01A
65 years, female, white, stage:iv
12.7
TCGA-AK-3458-01A
48 years, male, white, stage:i
12.6
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i
12.6
TCGA-BP-4995-01A
68 years, male, white, stage:i
12.6
TCGA-AK-3428-01A
62 years, male, white, stage:iii
12.6
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i
12.5
TCGA-DV-5569-01A
29 years, female, white, stage:i
12.5
TCGA-KO-8409-01A
69 years, male, white, stage:ii
12.5
TCGA-B0-5117-01A
40 years, male, white, stage:i
12.5
TCGA-DV-5565-01A
59 years, male, white, stage:i
12.5
TCGA-B0-4813-01A
68 years, male, white, stage:iii
12.5
TCGA-AK-3455-01A
71 years, female, white, stage:iii
12.5
TCGA-BP-4994-01A
54 years, male, white, stage:i
12.4
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i
12.4
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii
12.4
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i
12.4
TCGA-BP-4968-01A
40 years, male, white, stage:i
12.3
TCGA-B0-4817-01A
81 years, male, white, stage:iii
12.3
TCGA-BP-4166-01A
69 years, male, white, stage:iii
12.2
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i
12.2
TCGA-BQ-5875-01A
66 years, female, white, stage:iii
12.2
TCGA-CJ-4642-01B
47 years, male, white, stage:ii
12.2
TCGA-KL-8333-01A
69 years, male, white, stage:ii
12.1
TCGA-SX-A7SS-01A
67 years, male, white, stage:i
12.1
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i
12.1
TCGA-J7-8537-01A
37 years, female, asian, stage:iii
12.0
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii
12.0
TCGA-HE-A5NL-01A
51 years, male, stage:i
12.0
TCGA-KO-8405-01A
29 years, male, white, stage:iii
11.9
TCGA-B0-4712-01A
76 years, male, white, stage:iv
11.9
TCGA-CJ-6031-01A
54 years, male, white, stage:i
11.9
TCGA-BP-4765-01A
43 years, male, white, stage:i
11.9
TCGA-BP-4960-01A
46 years, male, white, stage:ii
11.9
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii
11.9
TCGA-KO-8403-01A
49 years, male, white, stage:i
11.9
TCGA-AK-3450-01A
85 years, female, white, stage:i
11.9
TCGA-A4-8518-01A
48 years, male, white, stage:i
11.9
TCGA-BP-4169-01A
76 years, female, white, stage:ii
11.8
TCGA-BP-5175-01A
60 years, male, white, stage:i
11.8
TCGA-BQ-5887-01A
54 years, male, white, stage:iii
11.8
TCGA-BP-5010-01A
63 years, male, white, stage:iii
11.8
TCGA-A3-3316-01A
57 years, male, white, stage:ii
11.8
TCGA-B4-5835-01A
64 years, female, white, stage:i
11.7
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i
11.7
TCGA-B8-4619-01A
58 years, male, white, stage:i
11.7
TCGA-KO-8410-01A
74 years, female, white, stage:i
11.6
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i
11.6
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i
11.6
TCGA-AK-3433-01A
48 years, female, white, stage:ii
11.5
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i
11.5
TCGA-B4-5843-01A
45 years, male, white, stage:i
11.5
TCGA-BP-5173-01A
75 years, male, white, stage:i
11.5
TCGA-IA-A40U-01A
56 years, male, white, stage:iii
11.4
TCGA-SX-A7SP-01A
66 years, female, white, stage:i
11.4
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii
11.3
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i
11.3
TCGA-5P-A9JW-01A
64 years, male, white
11.2
TCGA-BP-4789-01A
48 years, male, white, stage:i
11.1
TCGA-B1-A656-01A
64 years, male, white, stage:i
11.1
TCGA-KV-A6GD-01A
85 years, male, white, stage:i
11.1
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i
11.1
TCGA-CW-6090-01A
68 years, male, white, stage:i
11.0
TCGA-BP-4334-01A
56 years, male, white, stage:iii
11.0
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii
10.9
TCGA-G7-6796-01A
58 years, male, white, stage:i
10.9
TCGA-BP-4763-01A
79 years, female, white, stage:i
10.9
TCGA-GL-A9DD-01A
69 years, male, white, stage:i
10.9
TCGA-5P-A9KE-01A
70 years, male, white
10.8
TCGA-BP-4345-01A
62 years, male, white, stage:iii
10.7
TCGA-GL-A4EM-01A
62 years, male, white, stage:i
10.7
TCGA-B0-5096-01A
72 years, female, white, stage:iii
10.7
TCGA-DV-5568-01A
26 years, male, white, stage:i
10.6
TCGA-B8-4620-01A
70 years, female, white, stage:iii
10.5
TCGA-AK-3440-01A
58 years, male, white, stage:i
10.4
TCGA-5P-A9KC-01A
51 years, female, white
10.3
TCGA-B0-4834-01A
49 years, male, white, stage:i
10.3
TCGA-BP-4343-01A
64 years, male, white, stage:iii
10.2
TCGA-KL-8326-01A
69 years, male, white, stage:iii
10.2
TCGA-BP-4326-01A
53 years, female, white, stage:i
10.2
TCGA-BP-4167-01A
60 years, male, white, stage:iii
10.2
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i
10.2
TCGA-HE-A5NF-01A
58 years, male, stage:i
10.1
TCGA-B0-4690-01A
65 years, male, white, stage:iv
10.1
TCGA-BP-4174-01A
49 years, male, white, stage:ii
10.0
TCGA-B0-4688-01A
46 years, male, white, stage:iv
10.0
TCGA-CZ-5468-01A
84 years, male, white, stage:iv
10.0
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii
9.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i
9.9
TCGA-B0-5083-01A
63 years, male, white, stage:i
9.8
TCGA-AL-3466-01A
41 years, male, white, stage:iv
9.6
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii
9.6
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i
9.6
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii
9.6
TCGA-P4-AAVM-01A
69 years, male, white, stage:i
9.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i
9.5
TCGA-AK-3443-01A
45 years, male, white, stage:ii
9.4
TCGA-KM-8476-01A
47 years, male, white, stage:i
9.3
TCGA-BQ-5880-01A
79 years, male, white, stage:iii
9.3
TCGA-BP-4159-01A
70 years, male, white, stage:i
9.2
TCGA-BP-4985-01A
72 years, male, white, stage:iii
9.2
TCGA-BQ-7055-01A
73 years, male, white, stage:i
9.0
TCGA-DW-7838-01A
66 years, male, white, stage:i
8.8
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i
8.7
TCGA-AK-3427-01A
65 years, male, white, stage:i
8.7
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i
8.7
TCGA-B8-4154-01A
73 years, female, white, stage:i
8.6
TCGA-BQ-5876-01A
75 years, male, white, stage:i
8.5
TCGA-WN-AB4C-01A
female, white, stage:i
8.5
TCGA-MH-A560-01A
62 years, male, white, stage:i
8.3
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i
8.3
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i
8.0
TCGA-CZ-4858-01A
39 years, male, white, stage:ii
8.0
TCGA-KL-8327-01A
46 years, female, white, stage:i
7.8
TCGA-IA-A83S-01A
81 years, male, white
7.8
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i
7.5
TCGA-BQ-5881-01A
69 years, male, white, stage:i
7.4
TCGA-BQ-5886-01A
75 years, male, white, stage:iii
6.4
TCGA-B0-4841-01A
63 years, male, white, stage:iv
6.1
TCGA-AS-3777-01A
63 years, male, white, stage:i
6.1
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i
6.1
TCGA-B0-5702-01A
71 years, male, white, stage:i
5.8
TCGA-BP-4799-01A
70 years, male, white, stage:iii
5.7
TCGA-BP-4770-01A
73 years, female, white, stage:iv
5.6
TCGA-B0-4696-01A
58 years, male, white, stage:iii
5.6
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i
5.4
TCGA-AK-3447-01A
84 years, male, white, stage:ii
4.7
TCGA-B8-4146-01B
41 years, female, white, stage:i
3.5
TCGA-CZ-5989-01A
60 years, male, white, stage:ii
2.5
TCGA-B4-5832-01A
65 years, male, white, stage:iii
2.5
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
20.7 FPKM
17.4 FPKM
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
71%
65%
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
61%
62%
Log-rank P valuei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
Stage:
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
18.0
Number of samples
528
Samples
Sample
Description
FPKM
TCGA-CJ-4873-01A
85 years, female, white, stage:iii
46.3
TCGA-AK-3445-01A
69 years, male, white, stage:iii
45.3
TCGA-CZ-5469-01A
41 years, male, white, stage:ii
44.4
TCGA-BP-4977-01A
57 years, male, white, stage:i
40.0
TCGA-BP-5196-01A
54 years, male, white, stage:i
39.9
TCGA-BP-4768-01A
72 years, female, white, stage:i
39.4
TCGA-A3-3382-01A
69 years, male, white, stage:i
39.1
TCGA-A3-3324-01A
51 years, male, white, stage:i
36.5
TCGA-B0-5094-01A
62 years, male, white, stage:iv
36.2
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i
32.4
TCGA-B0-5075-01A
77 years, female, white, stage:iii
32.2
TCGA-B0-5699-01A
53 years, male, white, stage:i
31.8
TCGA-BP-4346-01A
57 years, male, white, stage:iii
31.0
TCGA-B0-5120-01A
72 years, female, white, stage:i
30.8
TCGA-BP-4352-01A
74 years, female, white, stage:iv
30.3
TCGA-B0-5692-01A
66 years, female, white, stage:iii
29.9
TCGA-A3-3372-01A
64 years, male, white, stage:iii
29.8
TCGA-B0-5106-01A
64 years, male, white, stage:i
29.7
TCGA-CJ-4635-01A
48 years, male, white, stage:i
29.0
TCGA-AK-3429-01A
54 years, female, white, stage:ii
28.6
TCGA-BP-4342-01A
79 years, male, white, stage:ii
28.5
TCGA-BP-4351-01A
51 years, female, white, stage:iii
28.2
TCGA-A3-3322-01A
51 years, male, white, stage:i
28.1
TCGA-CZ-4854-01A
68 years, male, white, stage:i
27.9
TCGA-B0-5109-01A
69 years, male, white, stage:iii
27.7
TCGA-A3-3357-01A
62 years, male, white, stage:ii
27.7
TCGA-B0-4706-01A
61 years, male, white, stage:iii
27.7
TCGA-CZ-5463-01A
76 years, male, white, stage:ii
27.6
TCGA-B0-5695-01A
61 years, female, white, stage:i
27.6
TCGA-EU-5905-01A
67 years, female, white, stage:i
27.5
TCGA-BP-4761-01A
57 years, male, white, stage:iii
27.5
TCGA-A3-3387-01A
49 years, male, white, stage:i
27.4
TCGA-CJ-4869-01A
49 years, male, white, stage:iii
27.0
TCGA-A3-3367-01A
72 years, male, white, stage:i
26.9
TCGA-A3-3358-01A
57 years, female, white, stage:i
26.9
TCGA-B0-4844-01A
60 years, male, white, stage:iv
26.8
TCGA-B0-5703-01A
73 years, male, white, stage:i
26.6
TCGA-BP-5195-01A
75 years, male, white, stage:i
26.5
TCGA-A3-3363-01A
50 years, male, asian, stage:ii
26.5
TCGA-B0-4845-01A
70 years, male, white, stage:iv
26.4
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i
26.3
TCGA-B0-4701-01A
66 years, female, white, stage:iv
26.2
TCGA-CJ-5682-01A
60 years, male, white, stage:iv
25.8
TCGA-B8-5553-01A
67 years, female, white, stage:i
25.7
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i
25.6
TCGA-CJ-4884-01A
72 years, female, white, stage:iii
25.6
TCGA-CJ-4637-01A
52 years, female, white, stage:iv
25.6
TCGA-BP-4986-01A
75 years, male, white, stage:i
25.5
TCGA-BP-5181-01A
58 years, female, white, stage:i
25.3
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i
25.2
TCGA-CW-5580-01A
73 years, female, white, stage:iv
25.1
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i
25.0
TCGA-CJ-4912-01A
61 years, male, white, stage:ii
24.9
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii
24.9
TCGA-CJ-4901-01A
47 years, male, white, stage:iii
24.7
TCGA-CJ-4641-01A
55 years, female, white, stage:iv
24.7
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i
24.5
TCGA-B2-5639-01A
46 years, male, white, stage:iv
24.4
TCGA-B2-5641-01A
79 years, male, white, stage:i
24.4
TCGA-BP-4998-01A
49 years, male, asian, stage:i
24.4
TCGA-B0-4828-01A
79 years, male, white, stage:iv
24.4
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i
24.3
TCGA-BP-4983-01A
67 years, female, asian, stage:iii
24.2
TCGA-BP-4963-01A
64 years, male, white, stage:i
24.2
TCGA-CJ-4638-01A
46 years, female, white, stage:iv
24.1
TCGA-B2-5633-01B
56 years, male, white, stage:i
24.1
TCGA-CJ-5679-01A
73 years, male, white, stage:iii
24.0
TCGA-CZ-5456-01A
57 years, male, white, stage:ii
23.7
TCGA-CZ-5461-01A
52 years, male, white, stage:iv
23.7
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii
23.6
TCGA-B8-4143-01A
66 years, female, white, stage:iv
23.5
TCGA-CW-5584-01A
74 years, male, white, stage:iii
23.3
TCGA-BP-4969-01A
63 years, female, white, stage:i
23.3
TCGA-CZ-5459-01A
63 years, male, white, stage:iii
23.1
TCGA-BP-5187-01A
54 years, male, white, stage:i
23.1
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i
23.1
TCGA-BP-5009-01A
52 years, male, white, stage:i
23.0
TCGA-CZ-5464-01A
69 years, male, white, stage:iv
23.0
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i
23.0
TCGA-BP-5183-01A
57 years, male, white, stage:iii
22.9
TCGA-BP-4775-01A
55 years, female, white, stage:i
22.8
TCGA-CJ-5686-01A
59 years, female, white, stage:i
22.8
TCGA-B0-5115-01A
43 years, male, white, stage:iv
22.6
TCGA-CJ-6030-01A
66 years, male, white, stage:i
22.6
TCGA-BP-4991-01A
54 years, male, white, stage:i
22.5
TCGA-BP-5201-01A
63 years, male, white, stage:iv
22.4
TCGA-BP-4967-01A
76 years, male, white, stage:iii
22.3
TCGA-BP-4165-01A
64 years, female, white, stage:i
22.3
TCGA-BP-5180-01A
53 years, male, white, stage:i
22.3
TCGA-CZ-4864-01A
86 years, male, white, stage:ii
22.3
TCGA-BP-5200-01A
44 years, male, white, stage:ii
22.3
TCGA-CJ-5684-01A
61 years, male, white, stage:iii
22.2
TCGA-B0-5092-01A
53 years, female, white, stage:iv
22.2
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii
22.1
TCGA-AK-3460-01A
58 years, male, white, stage:i
22.1
TCGA-B0-5399-01A
46 years, male, white, stage:i
22.1
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i
22.0
TCGA-B8-5159-01A
61 years, female, white, stage:i
22.0
TCGA-BP-4163-01A
60 years, female, white, stage:iii
22.0
TCGA-A3-3351-01A
42 years, male, white, stage:ii
22.0
TCGA-CJ-4885-01A
64 years, male, white, stage:iv
21.8
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv
21.8
TCGA-CJ-4875-01A
67 years, male, white, stage:iv
21.7
TCGA-CZ-5985-01A
58 years, male, white, stage:ii
21.7
TCGA-BP-4331-01A
52 years, male, white, stage:i
21.7
TCGA-BP-4965-01A
46 years, male, white, stage:i
21.6
TCGA-CJ-4920-01A
64 years, female, white, stage:i
21.6
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i
21.6
TCGA-AS-3778-01A
35 years, male, white, stage:i
21.5
TCGA-B0-5700-01A
77 years, male, white, stage:i
21.5
TCGA-CZ-5470-01A
72 years, female, stage:ii
21.5
TCGA-BP-4338-01A
43 years, male, white, stage:i
21.4
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii
21.3
TCGA-B0-4693-01A
73 years, female, white, stage:iii
21.2
TCGA-DV-5566-01A
67 years, female, white, stage:i
21.2
TCGA-CZ-4857-01A
56 years, male, white, stage:iv
21.2
TCGA-A3-3331-01A
86 years, female, white, stage:i
21.1
TCGA-CJ-4918-01A
64 years, male, white, stage:iv
21.1
TCGA-A3-3323-01A
53 years, male, white, stage:i
21.0
TCGA-A3-3346-01A
68 years, male, white, stage:i
21.0
TCGA-B8-4622-01A
57 years, male, white, stage:iv
21.0
TCGA-A3-3308-01A
77 years, female, white, stage:iii
21.0
TCGA-B4-5377-01A
68 years, female, white, stage:iv
21.0
TCGA-BP-4989-01A
58 years, male, white, stage:iii
20.9
TCGA-B0-5081-01A
80 years, female, white, stage:iii
20.9
TCGA-BP-5199-01A
58 years, male, white, stage:ii
20.9
TCGA-B8-4148-01A
63 years, female, white, stage:i
20.9
TCGA-CZ-4862-01A
46 years, male, white, stage:i
20.8
TCGA-BP-4987-01A
41 years, female, asian, stage:i
20.8
TCGA-AK-3453-01A
58 years, female, white, stage:ii
20.8
TCGA-B8-5158-01A
56 years, male, white, stage:iii
20.7
TCGA-CZ-4866-01A
79 years, female, white, stage:i
20.7
TCGA-B0-4703-01A
51 years, male, white, stage:iv
20.6
TCGA-A3-3347-01A
76 years, female, white, stage:iii
20.6
TCGA-B2-4102-01A
61 years, male, white, stage:i
20.6
TCGA-CJ-5676-01A
47 years, male, white, stage:iii
20.6
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i
20.6
TCGA-CJ-5680-01A
65 years, female, white, stage:iv
20.6
TCGA-CJ-4639-01A
49 years, female, white, stage:ii
20.5
TCGA-B0-5084-01A
33 years, male, white, stage:iv
20.5
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i
20.5
TCGA-B0-4814-01A
58 years, male, white, stage:iv
20.5
TCGA-BP-5185-01A
56 years, male, white, stage:i
20.4
TCGA-BP-5170-01A
55 years, male, white, stage:i
20.4
TCGA-A3-3370-01A
48 years, female, white, stage:i
20.4
TCGA-BP-5007-01A
46 years, male, white, stage:ii
20.3
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii
20.2
TCGA-BP-4766-01A
43 years, female, white, stage:i
20.2
TCGA-B0-4847-01A
60 years, male, white, stage:iv
20.2
TCGA-BP-4771-01A
62 years, male, white, stage:iv
20.2
TCGA-BP-5174-01A
45 years, female, white, stage:i
20.2
TCGA-B0-4945-01A
75 years, female, white, stage:i
20.2
TCGA-BP-5168-01A
75 years, male, white, stage:i
20.1
TCGA-BP-4759-01A
50 years, male, white, stage:i
20.1
TCGA-B0-5097-01A
59 years, female, white, stage:iii
20.1
TCGA-B0-4697-01A
46 years, female, white, stage:iv
20.0
TCGA-CJ-4892-01A
65 years, female, white, stage:i
20.0
TCGA-B0-4838-01A
69 years, female, white, stage:i
20.0
TCGA-BP-4787-01A
59 years, female, white, stage:iv
20.0
TCGA-BP-4798-01A
74 years, male, white
20.0
TCGA-CJ-4895-01A
62 years, male, white, stage:iv
19.9
TCGA-B0-5088-01A
53 years, male, white, stage:i
19.9
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i
19.9
TCGA-B2-4101-01A
52 years, male, white, stage:ii
19.8
TCGA-CJ-5675-01A
70 years, male, white, stage:ii
19.8
TCGA-BP-4797-01A
34 years, male, white, stage:iii
19.8
TCGA-CJ-4636-01A
51 years, male, white, stage:iii
19.8
TCGA-B0-5095-01A
81 years, male, white, stage:iii
19.8
TCGA-BP-4804-01A
59 years, male, white, stage:i
19.8
TCGA-A3-3385-01A
46 years, female, white, stage:i
19.7
TCGA-CZ-5466-01A
67 years, male, stage:iii
19.6
TCGA-BP-4173-01A
47 years, male, white, stage:ii
19.6
TCGA-B0-4714-01A
81 years, male, white, stage:iv
19.6
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv
19.5
TCGA-B0-4816-01A
49 years, male, white, stage:ii
19.5
TCGA-B0-5110-01A
71 years, female, white, stage:i
19.4
TCGA-B2-5635-01A
74 years, male, white, stage:i
19.4
TCGA-B0-5113-01A
69 years, female, white, stage:iii
19.4
TCGA-B0-4815-01A
65 years, male, white, stage:iii
19.3
TCGA-CZ-4861-01A
63 years, male, white, stage:ii
19.3
TCGA-CZ-5462-01A
83 years, male, white, stage:iv
19.3
TCGA-A3-3326-01A
47 years, male, white, stage:i
19.2
TCGA-A3-3320-01A
52 years, female, white, stage:i
19.2
TCGA-CJ-4900-01A
69 years, female, white, stage:iv
19.2
TCGA-BP-4177-01A
65 years, male, white, stage:i
19.1
TCGA-B0-4811-01A
48 years, male, white, stage:iii
19.1
TCGA-B8-5549-01A
53 years, male, white, stage:i
19.1
TCGA-BP-4970-01A
44 years, male, asian, stage:iii
19.1
TCGA-BP-4340-01A
70 years, female, white, stage:i
19.1
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv
19.0
TCGA-AK-3461-01A
72 years, male, white, stage:i
19.0
TCGA-B0-5705-01A
65 years, female, white, stage:i
18.9
TCGA-AK-3436-01A
40 years, male, white, stage:iv
18.9
TCGA-B0-5107-01A
65 years, female, white, stage:iv
18.9
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i
18.9
TCGA-CZ-4863-01A
51 years, female, white, stage:iii
18.9
TCGA-BP-5189-01A
60 years, male, white, stage:i
18.8
TCGA-BP-4790-01A
76 years, male, white, stage:i
18.8
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i
18.7
TCGA-BP-4999-01A
56 years, male, white, stage:i
18.7
TCGA-B0-4849-01A
51 years, male, white, stage:iii
18.7
TCGA-B0-5077-01A
77 years, male, white, stage:i
18.6
TCGA-B0-5104-01A
90 years, female, white, stage:i
18.6
TCGA-CJ-4881-01A
41 years, male, white, stage:iii
18.6
TCGA-CZ-4860-01A
60 years, male, white, stage:iv
18.6
TCGA-BP-4993-01A
58 years, male, white, stage:i
18.6
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i
18.6
TCGA-DV-5573-01A
41 years, male, white, stage:i
18.6
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii
18.6
TCGA-BP-4325-01A
64 years, female, white, stage:i
18.6
TCGA-B0-4698-01A
75 years, male, white, stage:iv
18.5
TCGA-A3-3329-01A
75 years, male, white, stage:i
18.5
TCGA-CZ-5986-01A
61 years, male, white, stage:i
18.5
TCGA-BP-4158-01A
69 years, male, white, stage:i
18.5
TCGA-A3-3311-01A
58 years, male, stage:i
18.5
TCGA-EU-5907-01A
81 years, male, white, stage:iii
18.5
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv
18.5
TCGA-CZ-5451-01A
74 years, male, white, stage:ii
18.5
TCGA-B8-5164-01A
65 years, male, white, stage:iii
18.4
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i
18.4
TCGA-BP-4347-01A
74 years, male, white, stage:iii
18.4
TCGA-CJ-4908-01A
38 years, male, white, stage:i
18.4
TCGA-CZ-5984-01A
51 years, male, white, stage:i
18.4
TCGA-CJ-4916-01A
69 years, female, white, stage:iii
18.4
TCGA-CZ-5458-01A
43 years, male, white, stage:iii
18.4
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i
18.4
TCGA-CJ-4903-01A
50 years, male, white, stage:i
18.4
TCGA-B0-5119-01A
61 years, female, white, stage:i
18.4
TCGA-A3-3325-01A
52 years, male, white, stage:i
18.3
TCGA-BP-4176-01A
64 years, male, white, stage:i
18.3
TCGA-CZ-5452-01A
69 years, male, white, stage:ii
18.2
TCGA-CJ-5671-01A
51 years, male, white, stage:i
18.1
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i
18.0
TCGA-CZ-5453-01A
67 years, male, white, stage:ii
18.0
TCGA-B0-4710-01A
75 years, female, white, stage:iii
18.0
TCGA-A3-3383-01A
52 years, male, white, stage:i
18.0
TCGA-B0-4822-01A
78 years, male, white, stage:ii
17.9
TCGA-B0-4823-01A
88 years, male, white, stage:i
17.9
TCGA-A3-3307-01A
66 years, male, stage:iii
17.9
TCGA-A3-3335-01A
41 years, male, white, stage:ii
17.9
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i
17.8
TCGA-B0-5690-01A
53 years, female, white, stage:i
17.8
TCGA-BP-4170-01A
72 years, female, white, stage:i
17.8
TCGA-A3-3343-01A
79 years, male, white, stage:ii
17.8
TCGA-BP-5190-01A
61 years, male, white, stage:i
17.8
TCGA-BP-4971-01A
40 years, male, white, stage:iii
17.8
TCGA-A3-3349-01A
34 years, female, white, stage:i
17.8
TCGA-B8-4153-01B
74 years, male, white, stage:iii
17.7
TCGA-BP-4164-01A
51 years, female, white, stage:iii
17.7
TCGA-CZ-5987-01A
60 years, male, white, stage:iv
17.7
TCGA-CW-5591-01A
56 years, male, white, stage:iv
17.7
TCGA-BP-4964-01A
55 years, female, white, stage:i
17.7
TCGA-CJ-4876-01A
57 years, male, white, stage:ii
17.7
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii
17.6
TCGA-AK-3431-01A
62 years, female, white, stage:ii
17.6
TCGA-BP-4782-01A
55 years, female, white, stage:i
17.5
TCGA-BP-4959-01A
49 years, male, white, stage:i
17.5
TCGA-B0-5713-01A
75 years, female, white, stage:iii
17.5
TCGA-B0-5694-01A
71 years, male, white, stage:iii
17.5
TCGA-BP-5192-01A
59 years, male, white, stage:i
17.5
TCGA-CJ-4634-01A
60 years, female, white, stage:i
17.5
TCGA-CJ-4894-01A
58 years, male, white, stage:iii
17.4
TCGA-B0-4819-01A
60 years, female, white, stage:iv
17.4
TCGA-CJ-4899-01A
42 years, male, asian, stage:i
17.4
TCGA-CJ-4904-01A
60 years, female, white, stage:iv
17.4
TCGA-B0-5701-01A
65 years, male, white, stage:iii
17.4
TCGA-CZ-5457-01A
62 years, male, white, stage:iii
17.4
TCGA-CJ-5681-01A
44 years, female, white, stage:iv
17.3
TCGA-BP-4774-01A
57 years, female, white, stage:i
17.3
TCGA-B0-4707-01A
63 years, male, white, stage:iii
17.3
TCGA-BP-4353-01A
61 years, male, white, stage:i
17.3
TCGA-BP-4803-01A
79 years, male, white, stage:iii
17.2
TCGA-BP-4962-01A
58 years, male, white, stage:ii
17.2
TCGA-BP-5198-01A
72 years, male, white, stage:iii
17.2
TCGA-CJ-6033-01A
54 years, female, white, stage:iv
17.2
TCGA-B0-4839-01A
80 years, female, white, stage:i
17.2
TCGA-BP-4349-01A
68 years, female, white, stage:i
17.2
TCGA-CJ-4902-01A
61 years, male, white, stage:iii
17.2
TCGA-B0-4848-01A
54 years, male, white, stage:iii
17.1
TCGA-CJ-5672-01A
84 years, male, white, stage:i
17.1
TCGA-CJ-4887-01A
48 years, male, white, stage:iv
17.1
TCGA-B0-4836-01A
61 years, male, white, stage:iv
17.0
TCGA-BP-4972-01A
43 years, female, white, stage:iii
17.0
TCGA-BP-5182-01A
56 years, male, white, stage:i
17.0
TCGA-BP-4781-01A
78 years, male, white, stage:i
17.0
TCGA-CZ-5460-01A
55 years, male, white, stage:iv
17.0
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i
16.9
TCGA-B0-4718-01A
57 years, male, white, stage:iii
16.9
TCGA-CJ-6027-01A
77 years, male, white, stage:i
16.9
TCGA-B2-5636-01A
79 years, male, white, stage:i
16.8
TCGA-B4-5378-01A
62 years, male, white, stage:i
16.8
TCGA-B0-5080-01A
63 years, male, white, stage:iv
16.8
TCGA-B0-5711-01A
50 years, male, white, stage:iii
16.7
TCGA-BP-4981-01A
75 years, female, white, stage:iii
16.7
TCGA-B0-4818-01A
68 years, female, white, stage:ii
16.7
TCGA-BP-4327-01A
75 years, female, white, stage:ii
16.6
TCGA-B0-5706-01A
45 years, male, white, stage:ii
16.6
TCGA-BP-4795-01A
74 years, female, white, stage:i
16.6
TCGA-B8-5163-01A
63 years, female, white, stage:iii
16.6
TCGA-CJ-5677-01A
54 years, female, white, stage:iv
16.6
TCGA-CJ-4889-01A
63 years, female, white, stage:i
16.6
TCGA-CW-6088-01A
60 years, male, white, stage:i
16.5
TCGA-B0-5108-01A
54 years, male, white, stage:iii
16.5
TCGA-CJ-4888-01A
59 years, male, white, stage:iv
16.5
TCGA-A3-3380-01A
54 years, male, stage:i
16.4
TCGA-CZ-5988-01A
38 years, male, white, stage:i
16.4
TCGA-A3-3359-01A
82 years, female, white, stage:i
16.3
TCGA-BP-5006-01A
61 years, male, white, stage:i
16.3
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i
16.3
TCGA-DV-5574-01A
37 years, male, white, stage:i
16.3
TCGA-BP-4355-01A
59 years, female, white, stage:iii
16.3
TCGA-BP-5191-01A
80 years, male, white, stage:iii
16.3
TCGA-BP-4801-01A
57 years, male, white, stage:i
16.3
TCGA-A3-3365-01A
46 years, male, white, stage:i
16.3
TCGA-B0-5707-01A
39 years, female, white, stage:i
16.2
TCGA-B8-5552-01B
41 years, female, white, stage:i
16.2
TCGA-B0-4842-01A
74 years, female, white, stage:iii
16.2
TCGA-CJ-4886-01A
43 years, female, white, stage:i
16.2
TCGA-B0-4827-01A
77 years, female, white, stage:iii
16.2
TCGA-CZ-4856-01A
62 years, female, white, stage:i
16.2
TCGA-B0-5710-01A
57 years, male, white, stage:i
16.2
TCGA-B2-3924-01A
73 years, male, white, stage:i
16.1
TCGA-A3-3319-01A
70 years, male, white, stage:i
16.1
TCGA-CJ-6032-01A
63 years, female, white, stage:ii
16.1
TCGA-BP-4975-01A
40 years, male, white, stage:i
16.1
TCGA-BP-4992-01A
66 years, male, white, stage:i
16.1
TCGA-BP-4329-01A
75 years, male, white, stage:iii
16.1
TCGA-BP-4337-01A
76 years, female, white, stage:iii
16.1
TCGA-B4-5834-01A
59 years, male, white, stage:i
16.0
TCGA-BP-4974-01A
58 years, male, white, stage:iv
16.0
TCGA-B0-4821-01A
68 years, female, asian, stage:iii
16.0
TCGA-B0-5697-01A
50 years, male, white, stage:i
16.0
TCGA-B0-4699-01A
74 years, male, white, stage:iv
16.0
TCGA-BP-4341-01A
67 years, male, white, stage:iii
16.0
TCGA-AK-3454-01A
84 years, male, white, stage:i
16.0
TCGA-A3-3328-01A
79 years, male, white, stage:i
15.9
TCGA-BP-4777-01A
46 years, male, white, stage:i
15.9
TCGA-CJ-4643-01A
67 years, female, white, stage:ii
15.8
TCGA-AK-3434-01A
72 years, male, white, stage:i
15.8
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i
15.8
TCGA-BP-4756-01A
63 years, female, asian, stage:i
15.8
TCGA-CJ-4893-01A
76 years, female, white, stage:i
15.8
TCGA-CJ-4874-01A
73 years, female, white, stage:i
15.8
TCGA-BP-4982-01A
42 years, male, white, stage:i
15.8
TCGA-BP-4976-01A
77 years, male, white, stage:i
15.8
TCGA-BP-4161-01A
74 years, male, white, stage:i
15.7
TCGA-BP-5176-01A
78 years, female, white, stage:i
15.7
TCGA-DV-5575-01A
52 years, female, white, stage:i
15.6
TCGA-B0-5099-01A
88 years, female, white, stage:iii
15.6
TCGA-BP-4769-01A
63 years, male, white, stage:i
15.6
TCGA-CJ-5683-01A
78 years, male, white, stage:i
15.6
TCGA-BP-5194-01A
39 years, male, white, stage:i
15.6
TCGA-BP-4344-01A
75 years, female, white, stage:i
15.6
TCGA-A3-3378-01A
60 years, male, white, stage:i
15.5
TCGA-CW-5590-01A
51 years, male, white, stage:iv
15.5
TCGA-AK-3426-01A
37 years, male, white, stage:iii
15.5
TCGA-B0-5709-01A
62 years, female, white, stage:iii
15.5
TCGA-B0-4846-01A
52 years, male, white, stage:iv
15.4
TCGA-BP-4758-01A
40 years, male, white, stage:i
15.4
TCGA-B8-5550-01A
71 years, male, white, stage:iii
15.4
TCGA-A3-3373-01A
54 years, female, white, stage:i
15.4
TCGA-CJ-5689-01A
90 years, male, white, stage:i
15.3
TCGA-BP-4332-01A
36 years, male, white, stage:iii
15.3
TCGA-B0-5402-01A
64 years, male, white, stage:iv
15.3
TCGA-BP-5202-01A
75 years, male, white, stage:iii
15.2
TCGA-B0-4824-01A
49 years, female, white, stage:i
15.2
TCGA-BP-5177-01A
46 years, female, white, stage:i
15.2
TCGA-B4-5836-01A
61 years, female, white, stage:i
15.2
TCGA-B0-4691-01A
55 years, male, white, stage:iv
15.2
TCGA-CW-5583-01A
51 years, female, white, stage:i
15.2
TCGA-CZ-5467-01A
86 years, female, white, stage:iii
15.1
TCGA-BP-5000-01A
40 years, male, white, stage:i
15.1
TCGA-CJ-4868-01A
42 years, male, white, stage:iv
15.1
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i
15.0
TCGA-B0-4833-01A
82 years, female, white, stage:i
15.0
TCGA-BP-5186-01A
50 years, female, white, stage:i
15.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii
15.0
TCGA-CJ-4890-01A
72 years, male, white, stage:iv
15.0
TCGA-B0-5693-01A
47 years, female, white, stage:i
15.0
TCGA-A3-3352-01A
male, white, stage:iii
15.0
TCGA-B4-5838-01A
52 years, male, white
15.0
TCGA-CZ-4853-01A
82 years, male, white, stage:i
14.9
TCGA-BP-4354-01A
41 years, male, white, stage:iv
14.9
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii
14.9
TCGA-BP-4807-01A
42 years, male, white, stage:i
14.8
TCGA-B0-5116-01A
53 years, male, white, stage:iii
14.8
TCGA-B2-3923-01A
59 years, male, white, stage:ii
14.7
TCGA-CZ-4865-01A
70 years, female, white, stage:i
14.7
TCGA-BP-4973-01A
47 years, male, white, stage:iii
14.7
TCGA-CJ-4905-01A
62 years, female, white, stage:i
14.7
TCGA-BP-5001-01A
43 years, female, white, stage:i
14.7
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i
14.6
TCGA-BP-4762-01A
42 years, male, white, stage:i
14.6
TCGA-CW-6087-01A
61 years, male, white, stage:iv
14.6
TCGA-CZ-5454-01A
63 years, male, white, stage:iv
14.5
TCGA-CJ-4644-01A
48 years, female, white, stage:iv
14.5
TCGA-CW-5587-01A
62 years, female, white, stage:iii
14.5
TCGA-B4-5844-01A
61 years, female, white, stage:ii
14.5
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv
14.4
TCGA-CJ-4891-01A
57 years, female, white, stage:iii
14.4
TCGA-B0-4713-01A
76 years, female, white, stage:iii
14.3
TCGA-B0-5696-01A
70 years, male, white, stage:iii
14.3
TCGA-CW-6093-01A
73 years, male, white, stage:i
14.3
TCGA-B0-5121-01A
56 years, male, white, stage:i
14.3
TCGA-B0-4700-01A
60 years, male, white, stage:iv
14.2
TCGA-B0-4837-01A
63 years, male, white, stage:i
14.2
TCGA-BP-4776-01A
52 years, male, white, stage:i
14.2
TCGA-CW-6097-01A
32 years, male, white, stage:iii
14.2
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i
14.1
TCGA-BP-4784-01A
67 years, female, white, stage:i
14.1
TCGA-CJ-4878-01A
71 years, female, white, stage:iii
14.1
TCGA-CJ-4640-01A
49 years, male, white, stage:iii
14.1
TCGA-B0-4810-01A
47 years, male, white, stage:iii
14.1
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i
14.0
TCGA-BP-5004-01A
53 years, male, white, stage:i
14.0
TCGA-B0-4843-01A
57 years, male, white, stage:iii
14.0
TCGA-B0-5102-01A
74 years, female, white, stage:i
13.9
TCGA-BP-5178-01A
71 years, male, white, stage:iv
13.9
TCGA-BP-5169-01A
70 years, male, white, stage:i
13.9
TCGA-MM-A563-01A
41 years, male, black or african american
13.8
TCGA-CZ-5982-01A
59 years, female, white, stage:i
13.8
TCGA-EU-5906-01A
55 years, male, white, stage:i
13.8
TCGA-CJ-4897-01A
79 years, female, white, stage:iii
13.8
TCGA-BP-4961-01A
47 years, male, white, stage:i
13.8
TCGA-A3-3317-01A
67 years, male, stage:ii
13.7
TCGA-CW-5589-01A
52 years, male, white, stage:i
13.7
TCGA-BP-4162-01A
65 years, female, white, stage:i
13.7
TCGA-B0-5691-01A
66 years, female, white, stage:i
13.7
TCGA-CJ-4871-01A
63 years, male, white, stage:iv
13.7
TCGA-B0-4852-01A
78 years, female, white, stage:ii
13.7
TCGA-CW-5585-01A
51 years, male, white, stage:iv
13.6
TCGA-B0-5085-01A
76 years, female, white, stage:iii
13.6
TCGA-BP-5008-01A
46 years, male, white, stage:i
13.6
TCGA-B8-5165-01A
43 years, male, white, stage:i
13.4
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i
13.4
TCGA-CJ-4907-01A
58 years, male, white, stage:iii
13.4
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i
13.3
TCGA-CJ-4872-01A
51 years, male, white, stage:i
13.3
TCGA-CJ-6028-01A
58 years, male, white, stage:iv
13.3
TCGA-CZ-5455-01A
63 years, male, white, stage:iv
13.3
TCGA-CZ-5465-01A
76 years, female, stage:iii
13.3
TCGA-B0-4694-01A
72 years, male, white, stage:iii
13.3
TCGA-B8-5162-01A
63 years, male, white, stage:ii
13.2
TCGA-B0-5400-01A
59 years, female, white, stage:iii
13.2
TCGA-CW-5588-01A
78 years, female, white, stage:i
13.2
TCGA-A3-3362-01A
60 years, female, white, stage:i
13.2
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i
13.1
TCGA-B2-4099-01A
83 years, male, white, stage:i
13.0
TCGA-CZ-4859-01A
59 years, female, white, stage:i
13.0
TCGA-BP-5184-01A
54 years, male, white, stage:i
13.0
TCGA-AK-3425-01A
68 years, male, white, stage:i
13.0
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i
12.9
TCGA-EU-5904-01A
47 years, female, white, stage:i
12.9
TCGA-B0-5812-01A
53 years, male, white, stage:i
12.8
TCGA-A3-3306-01A
67 years, male, white, stage:i
12.8
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii
12.8
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii
12.8
TCGA-CW-5581-01A
44 years, male, white, stage:i
12.7
TCGA-AK-3451-01A
48 years, male, white, stage:ii
12.7
TCGA-BP-4160-01A
67 years, male, white, stage:iii
12.7
TCGA-BP-4335-01A
65 years, female, white, stage:iv
12.7
TCGA-AK-3458-01A
48 years, male, white, stage:i
12.6
TCGA-BP-4995-01A
68 years, male, white, stage:i
12.6
TCGA-AK-3428-01A
62 years, male, white, stage:iii
12.6
TCGA-DV-5569-01A
29 years, female, white, stage:i
12.5
TCGA-B0-5117-01A
40 years, male, white, stage:i
12.5
TCGA-DV-5565-01A
59 years, male, white, stage:i
12.5
TCGA-B0-4813-01A
68 years, male, white, stage:iii
12.5
TCGA-AK-3455-01A
71 years, female, white, stage:iii
12.5
TCGA-BP-4994-01A
54 years, male, white, stage:i
12.4
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i
12.4
TCGA-BP-4968-01A
40 years, male, white, stage:i
12.3
TCGA-B0-4817-01A
81 years, male, white, stage:iii
12.3
TCGA-BP-4166-01A
69 years, male, white, stage:iii
12.2
TCGA-CJ-4642-01B
47 years, male, white, stage:ii
12.2
TCGA-B0-4712-01A
76 years, male, white, stage:iv
11.9
TCGA-CJ-6031-01A
54 years, male, white, stage:i
11.9
TCGA-BP-4765-01A
43 years, male, white, stage:i
11.9
TCGA-BP-4960-01A
46 years, male, white, stage:ii
11.9
TCGA-AK-3450-01A
85 years, female, white, stage:i
11.9
TCGA-BP-4169-01A
76 years, female, white, stage:ii
11.8
TCGA-BP-5175-01A
60 years, male, white, stage:i
11.8
TCGA-BP-5010-01A
63 years, male, white, stage:iii
11.8
TCGA-A3-3316-01A
57 years, male, white, stage:ii
11.8
TCGA-B4-5835-01A
64 years, female, white, stage:i
11.7
TCGA-B8-4619-01A
58 years, male, white, stage:i
11.7
TCGA-AK-3433-01A
48 years, female, white, stage:ii
11.5
TCGA-B4-5843-01A
45 years, male, white, stage:i
11.5
TCGA-BP-5173-01A
75 years, male, white, stage:i
11.5
TCGA-BP-4789-01A
48 years, male, white, stage:i
11.1
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i
11.1
TCGA-CW-6090-01A
68 years, male, white, stage:i
11.0
TCGA-BP-4334-01A
56 years, male, white, stage:iii
11.0
TCGA-BP-4763-01A
79 years, female, white, stage:i
10.9
TCGA-BP-4345-01A
62 years, male, white, stage:iii
10.7
TCGA-B0-5096-01A
72 years, female, white, stage:iii
10.7
TCGA-DV-5568-01A
26 years, male, white, stage:i
10.6
TCGA-B8-4620-01A
70 years, female, white, stage:iii
10.5
TCGA-AK-3440-01A
58 years, male, white, stage:i
10.4
TCGA-B0-4834-01A
49 years, male, white, stage:i
10.3
TCGA-BP-4343-01A
64 years, male, white, stage:iii
10.2
TCGA-BP-4326-01A
53 years, female, white, stage:i
10.2
TCGA-BP-4167-01A
60 years, male, white, stage:iii
10.2
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i
10.2
TCGA-B0-4690-01A
65 years, male, white, stage:iv
10.1
TCGA-BP-4174-01A
49 years, male, white, stage:ii
10.0
TCGA-B0-4688-01A
46 years, male, white, stage:iv
10.0
TCGA-CZ-5468-01A
84 years, male, white, stage:iv
10.0
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii
9.9
TCGA-B0-5083-01A
63 years, male, white, stage:i
9.8
TCGA-AK-3443-01A
45 years, male, white, stage:ii
9.4
TCGA-BP-4159-01A
70 years, male, white, stage:i
9.2
TCGA-BP-4985-01A
72 years, male, white, stage:iii
9.2
TCGA-AK-3427-01A
65 years, male, white, stage:i
8.7
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i
