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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FTL is prognostic, high expression is unfavourable in renal cancer
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 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.
N/A 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.
N/A
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
4421.4
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
39453.7
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
35364.2
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
34043.2
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
31839.3
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
26274.0
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
26200.9
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
23857.2
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
23467.9
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
21977.2
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
21584.4
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
21190.2
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
20762.6
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
20739.2
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
19859.8
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
19748.7
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
18669.7
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i, alive, 909 days
17697.1
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
17402.7
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
16710.3
TCGA-CJ-4891-01A
57 years, female, white, stage:iii, dead, 819 days
16693.9
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
16401.9
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
16359.5
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
16098.7
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
15909.1
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
15802.4
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
15640.5
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
15491.4
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
15388.1
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
15013.3
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
14746.1
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
14641.5
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
14537.7
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
14513.9
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
14384.6
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
13923.1
TCGA-KO-8405-01A
29 years, male, white, stage:iii, alive, 3056 days
13783.0
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
13315.4
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
13314.4
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
13097.3
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
13043.9
TCGA-CZ-5454-01A
63 years, male, white, stage:iv, dead, 722 days
12923.4
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
12867.9
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
12819.1
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
12706.0
TCGA-B4-5835-01A
64 years, female, white, stage:i, alive, 16 days
12703.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
12194.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
12130.6
TCGA-CJ-4890-01A
72 years, male, white, stage:iv, alive, 3519 days
11888.7
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
11781.7
TCGA-BP-5182-01A
56 years, male, white, stage:i, alive, 1165 days
11700.3
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i, alive, 1314 days
11544.8
TCGA-B0-4694-01A
72 years, male, white, stage:iii, dead, 106 days
11544.1
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
11486.7
TCGA-BP-4167-01A
60 years, male, white, stage:iii, alive, 2718 days
11445.0
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
11103.4
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
11028.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
11007.9
TCGA-B0-5075-01A
77 years, female, white, stage:iii, dead, 637 days
10875.0
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
10837.1
TCGA-A3-3346-01A
68 years, male, white, stage:i, dead, 137 days
10811.9
TCGA-AK-3425-01A
68 years, male, white, stage:i, alive, 3343 days
10656.4
TCGA-AK-3426-01A
37 years, male, white, stage:iii, dead, 885 days
10545.1
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
10534.6
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
10485.0
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
10441.2
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i, dead, 51 days
10383.4
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
10113.2
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
10071.7
TCGA-CJ-6031-01A
54 years, male, white, stage:i, alive, 1906 days
9907.6
TCGA-AK-3451-01A
48 years, male, white, stage:ii, alive, 2868 days
9878.5
TCGA-CZ-5466-01A
67 years, male, stage:iii, alive, 685 days
9877.4
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
9865.5
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
9759.4
TCGA-B8-5162-01A
63 years, male, white, stage:ii, alive, 36 days
9756.9
TCGA-BP-4801-01A
57 years, male, white, stage:i, alive, 1124 days
9567.9
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
9492.9
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
9421.8
TCGA-CZ-4860-01A
60 years, male, white, stage:iv, dead, 206 days
9374.4
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
9373.2
TCGA-B0-5088-01A
53 years, male, white, stage:i, dead, 563 days
9324.1
TCGA-CJ-5671-01A
51 years, male, white, stage:i, alive, 3987 days
9193.8
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
9193.5
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
9147.8
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
9080.6
TCGA-KO-8404-01A
78 years, male, white, stage:iv, dead, 325 days
9049.0
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
9038.2
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
8938.6
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
8728.2
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
8581.2
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
8493.7
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
8452.0
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
8428.5
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
8358.8
TCGA-B0-5400-01A
59 years, female, white, stage:iii, alive, 1733 days
8199.6
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
8081.0
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
8053.5
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
7988.4
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
7932.2
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
7837.7
TCGA-CZ-5469-01A
41 years, male, white, stage:ii, dead, 946 days
7812.5
TCGA-CW-6090-01A
68 years, male, white, stage:i, alive, 2552 days
7800.6
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
7677.0
TCGA-BP-5178-01A
71 years, male, white, stage:iv, dead, 1912 days
7647.2
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv, dead, 574 days
7616.9
TCGA-BP-4338-01A
43 years, male, white, stage:i, alive, 2859 days
7563.6
TCGA-BP-4343-01A
64 years, male, white, stage:iii, dead, 1912 days
7556.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
7544.4
TCGA-BP-5198-01A
72 years, male, white, stage:iii, alive, 603 days
7492.4
TCGA-B0-5083-01A
63 years, male, white, stage:i, dead, 1045 days
7434.1
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
7429.7
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv, dead, 1626 days
7410.7
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
7368.1
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
7367.5
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i, dead, 1584 days
7291.9
TCGA-CJ-4873-01A
85 years, female, white, stage:iii, alive, 2259 days
7252.3
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
7189.6
TCGA-B0-4842-01A
74 years, female, white, stage:iii, dead, 1724 days
7130.3
TCGA-B0-4700-01A
60 years, male, white, stage:iv, dead, 1980 days
7111.7
TCGA-B0-4823-01A
88 years, male, white, stage:i, dead, 454 days
7111.6
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
7093.5
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i, alive, 16 days
7075.0
TCGA-BP-4176-01A
64 years, male, white, stage:i, alive, 1955 days
7074.6
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
7072.3
TCGA-BP-4983-01A
67 years, female, asian, stage:iii, alive, 1413 days
7062.1
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
6964.9
TCGA-BP-4972-01A
43 years, female, white, stage:iii, alive, 1502 days
6813.8
TCGA-CJ-5677-01A
54 years, female, white, stage:iv, dead, 782 days
6789.4
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
6720.0
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
6719.5
TCGA-CZ-5456-01A
57 years, male, white, stage:ii, alive, 2422 days
6715.1
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
6695.3
TCGA-CJ-4881-01A
41 years, male, white, stage:iii, alive, 2014 days
6656.9
TCGA-B0-4821-01A
68 years, female, asian, stage:iii, dead, 1230 days
6654.5
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
6648.3
TCGA-CJ-4636-01A
51 years, male, white, stage:iii, alive, 1924 days
6645.5
TCGA-CJ-6030-01A
66 years, male, white, stage:i, dead, 2299 days
6617.1
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
6594.8
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
6557.4
TCGA-BP-4777-01A
46 years, male, white, stage:i, alive, 1731 days
6524.4
TCGA-BP-4345-01A
62 years, male, white, stage:iii, alive, 1516 days
6509.1
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
6468.1
TCGA-AK-3447-01A
84 years, male, white, stage:ii, alive, 1217 days
6464.8
TCGA-CJ-6027-01A
77 years, male, white, stage:i, dead, 3615 days
6461.4
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
6446.0
TCGA-DV-5574-01A
37 years, male, white, stage:i, alive, 2016 days
6431.5
TCGA-AK-3436-01A
40 years, male, white, stage:iv, alive, 3331 days
6408.3
TCGA-BP-4352-01A
74 years, female, white, stage:iv, dead, 344 days
6399.1
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
6384.2
TCGA-BP-4761-01A
57 years, male, white, stage:iii, alive, 182 days
6372.5
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
6353.9
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
6341.8
TCGA-BP-4807-01A
42 years, male, white, stage:i, alive, 211 days
6262.8
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
6256.6
TCGA-BP-4799-01A
70 years, male, white, stage:iii, dead, 1133 days
6250.1
TCGA-CZ-5985-01A
58 years, male, white, stage:ii, alive, 1997 days
6220.4
TCGA-BP-4770-01A
73 years, female, white, stage:iv, dead, 329 days
6219.4
TCGA-CJ-5686-01A
59 years, female, white, stage:i, alive, 2038 days
6213.8
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
6189.3
TCGA-CZ-5468-01A
84 years, male, white, stage:iv, dead, 59 days
6155.1
TCGA-BP-4959-01A
49 years, male, white, stage:i, alive, 2660 days
6113.1
TCGA-B0-4819-01A
60 years, female, white, stage:iv, dead, 183 days
6094.5
TCGA-BP-4962-01A
58 years, male, white, stage:ii, alive, 1785 days
6085.8
TCGA-B0-4712-01A
76 years, male, white, stage:iv, dead, 1337 days
6082.0
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
6079.9
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
6078.4
TCGA-BP-5199-01A
58 years, male, white, stage:ii, alive, 1355 days
6076.7
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
6069.4
TCGA-B0-4822-01A
78 years, male, white, stage:ii, dead, 1111 days
6067.3
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
6038.4
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
6031.8
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
6023.5
TCGA-BP-5169-01A
70 years, male, white, stage:i, alive, 193 days
5978.9
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
5972.7
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
5887.6
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
5870.8
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii, alive, 1143 days
5867.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
5865.6
TCGA-BP-4989-01A
58 years, male, white, stage:iii, alive, 118 days
5854.9
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
5854.6
TCGA-B0-4815-01A
65 years, male, white, stage:iii, dead, 1588 days
5853.9
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
5852.3
TCGA-BP-5191-01A
80 years, male, white, stage:iii, alive, 967 days
5838.5
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
5822.7
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
5805.4
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
5787.1
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
5776.4
TCGA-BP-4985-01A
72 years, male, white, stage:iii, dead, 952 days
5769.5
TCGA-CJ-4888-01A
59 years, male, white, stage:iv, dead, 1567 days
5757.6
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
5709.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
5680.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
5655.4
TCGA-B0-4837-01A
63 years, male, white, stage:i, dead, 1378 days
5642.7
TCGA-BP-4782-01A
55 years, female, white, stage:i, alive, 354 days
5642.6
TCGA-MM-A563-01A
41 years, male, black or african american, alive, 591 days
5536.4
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
5527.3
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
5521.0
TCGA-CJ-6028-01A
58 years, male, white, stage:iv, dead, 1625 days
5499.8
TCGA-CZ-5470-01A
72 years, female, stage:ii, alive, 386 days
5479.8
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
5406.1
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
5394.9
TCGA-BP-5170-01A
55 years, male, white, stage:i, alive, 2412 days
5355.7
TCGA-AK-3427-01A
65 years, male, white, stage:i, alive, 3583 days
5344.6
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
5318.4
TCGA-B0-5702-01A
71 years, male, white, stage:i, alive, 2172 days
5274.9
TCGA-CJ-5689-01A
90 years, male, white, stage:i, dead, 1620 days
5253.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
5252.6
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i, alive, 2133 days
5250.0
TCGA-CZ-5457-01A
62 years, male, white, stage:iii, alive, 2754 days
5237.6
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
5209.7
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i, alive, 53 days
5191.3
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
5166.3
TCGA-BP-5180-01A
53 years, male, white, stage:i, alive, 2263 days
5161.9
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i, alive, 788 days
5149.5
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv, dead, 242 days
5139.0
TCGA-B0-4707-01A
63 years, male, white, stage:iii, dead, 600 days
5128.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
5097.5
TCGA-CJ-4900-01A
69 years, female, white, stage:iv, dead, 1714 days
5087.5
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
5078.7
TCGA-B0-4827-01A
77 years, female, white, stage:iii, dead, 885 days
5056.4
TCGA-A3-3358-01A
57 years, female, white, stage:i, alive, 1307 days
5048.3
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
5047.9
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
5043.9
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
5002.5
TCGA-CJ-5672-01A
84 years, male, white, stage:i, dead, 2190 days
4948.0
TCGA-B0-5108-01A
54 years, male, white, stage:iii, alive, 1782 days
4945.8
TCGA-CW-5589-01A
52 years, male, white, stage:i, alive, 2378 days
4892.0
TCGA-CJ-4868-01A
42 years, male, white, stage:iv, dead, 646 days
4876.5
TCGA-CZ-4861-01A
63 years, male, white, stage:ii, dead, 446 days
4873.5
TCGA-BP-5174-01A
45 years, female, white, stage:i, alive, 2257 days
4865.8
TCGA-CW-5588-01A
78 years, female, white, stage:i, alive, 2017 days
4853.7
TCGA-B0-5700-01A
77 years, male, white, stage:i, alive, 1790 days
4843.8
TCGA-B2-4099-01A
83 years, male, white, stage:i, alive, 972 days
4834.6
TCGA-A3-3383-01A
52 years, male, white, stage:i, alive, 861 days
4777.4
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
4767.6
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
4766.4
TCGA-CJ-4884-01A
72 years, female, white, stage:iii, alive, 1759 days
4764.3
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
4741.0
TCGA-CZ-5452-01A
69 years, male, white, stage:ii, alive, 1789 days
4738.9
TCGA-BP-4781-01A
78 years, male, white, stage:i, alive, 2080 days
4736.1
TCGA-BP-4759-01A
50 years, male, white, stage:i, alive, 2372 days
4722.1
TCGA-BP-4174-01A
49 years, male, white, stage:ii, alive, 1879 days
4704.5
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
4703.3
TCGA-AK-3454-01A
84 years, male, white, stage:i, alive, 874 days
4697.6
TCGA-CJ-4895-01A
62 years, male, white, stage:iv, dead, 1200 days
4676.0
TCGA-A3-3363-01A
50 years, male, asian, stage:ii, alive, 319 days
4673.9
TCGA-B0-4817-01A
81 years, male, white, stage:iii, dead, 1019 days
4666.6
TCGA-CW-6087-01A
61 years, male, white, stage:iv, dead, 41 days
4657.1
TCGA-CJ-5679-01A
73 years, male, white, stage:iii, dead, 679 days
4652.3
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
4638.4
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
4635.9
TCGA-CZ-4854-01A
68 years, male, white, stage:i, dead, 1404 days
4608.7
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
4548.5
TCGA-BP-4768-01A
72 years, female, white, stage:i, alive, 400 days
4537.3
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
4524.1
TCGA-B0-4691-01A
55 years, male, white, stage:iv, dead, 139 days
4516.1
TCGA-A3-3357-01A
62 years, male, white, stage:ii, alive, 2688 days
4509.8
TCGA-BP-4756-01A
63 years, female, asian, stage:i, alive, 374 days
4506.1
TCGA-BP-4161-01A
74 years, male, white, stage:i, alive, 2746 days
4502.6
TCGA-BP-4787-01A
59 years, female, white, stage:iv, dead, 480 days
4494.8
TCGA-CJ-4899-01A
42 years, male, asian, stage:i, alive, 1528 days
4477.3
TCGA-CJ-5675-01A
70 years, male, white, stage:ii, alive, 3936 days
4476.3
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i, alive, 150 days
4470.7
TCGA-CJ-4902-01A
61 years, male, white, stage:iii, alive, 1520 days
4457.2
TCGA-BP-4160-01A
67 years, male, white, stage:iii, alive, 2881 days
4446.6
TCGA-BP-4797-01A
34 years, male, white, stage:iii, alive, 1107 days
4437.9
TCGA-CW-6097-01A
32 years, male, white, stage:iii, dead, 571 days
4433.2
TCGA-CJ-4901-01A
47 years, male, white, stage:iii, alive, 1450 days
4356.1
TCGA-B0-4699-01A
74 years, male, white, stage:iv, dead, 110 days
4348.4
TCGA-B0-4690-01A
65 years, male, white, stage:iv, dead, 43 days
4329.0
TCGA-B0-4848-01A
54 years, male, white, stage:iii, dead, 883 days
4328.1
TCGA-B8-4154-01A
73 years, female, white, stage:i, alive, 1380 days
4312.5
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
4286.5
TCGA-BP-5175-01A
60 years, male, white, stage:i, alive, 932 days
4259.4
TCGA-CJ-4635-01A
48 years, male, white, stage:i, alive, 1416 days
4247.0
TCGA-CZ-5462-01A
83 years, male, white, stage:iv, dead, 311 days
4237.1
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4230.1
TCGA-AS-3777-01A
63 years, male, white, stage:i, alive, 1238 days
4220.4
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i, alive, 431 days
4219.0
TCGA-B0-4810-01A
47 years, male, white, stage:iii, dead, 478 days
4213.9
TCGA-CW-5587-01A
62 years, female, white, stage:iii, alive, 2226 days
4213.6
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
4212.9
TCGA-B0-5097-01A
59 years, female, white, stage:iii, alive, 665 days
4210.5
TCGA-B8-5552-01B
41 years, female, white, stage:i, alive, 1046 days
4208.2
TCGA-CZ-5459-01A
63 years, male, white, stage:iii, alive, 1683 days
4202.4
TCGA-B8-4143-01A
66 years, female, white, stage:iv, dead, 709 days
4202.3
TCGA-BP-4353-01A
61 years, male, white, stage:i, dead, 375 days
4197.7
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i, alive, 1018 days
4184.5
TCGA-KO-8403-01A
49 years, male, white, stage:i, alive, 3208 days
4182.3
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i, alive, 362 days
4152.9
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
4150.8
TCGA-B8-5164-01A
65 years, male, white, stage:iii, alive, 26 days
4145.4
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
4143.7
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
4137.7
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
4117.6
TCGA-DV-5569-01A
29 years, female, white, stage:i, alive, 355 days
4115.5
TCGA-B0-5096-01A
72 years, female, white, stage:iii, dead, 68 days
4108.4
TCGA-BP-4762-01A
42 years, male, white, stage:i, dead, 1343 days
4101.0
TCGA-B2-3924-01A
73 years, male, white, stage:i, alive, 1092 days
4093.9
TCGA-KM-8639-01A
67 years, male, white, stage:i, alive, 953 days
4091.4
TCGA-BP-4163-01A
60 years, female, white, stage:iii, alive, 2839 days
4078.3
TCGA-KL-8329-01A
57 years, female, asian, stage:i, alive, 2752 days
4069.9
TCGA-CZ-4858-01A
39 years, male, white, stage:ii, dead, 2105 days
4039.3
TCGA-DV-5568-01A
26 years, male, white, stage:i, alive, 370 days
4031.9
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
4028.0
TCGA-BP-4354-01A
41 years, male, white, stage:iv, dead, 1034 days
4020.1
TCGA-B0-5116-01A
53 years, male, white, stage:iii, alive, 1274 days
3965.0
TCGA-CJ-4640-01A
49 years, male, white, stage:iii, alive, 3480 days
3957.9
TCGA-BP-4798-01A
74 years, male, white, dead, 334 days
3946.9
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i, alive, 1525 days
3931.5
TCGA-CJ-4642-01B
47 years, male, white, stage:ii, alive, 3205 days
3928.5
TCGA-A3-3382-01A
69 years, male, white, stage:i, alive, 574 days
3927.8
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
3911.3
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i, alive, 340 days
3902.5
TCGA-CZ-5464-01A
69 years, male, white, stage:iv, alive, 2128 days
3901.4
TCGA-AK-3445-01A
69 years, male, white, stage:iii, alive, 2392 days
3867.6
TCGA-BP-4329-01A
75 years, male, white, stage:iii, dead, 845 days
3865.4
TCGA-BP-4971-01A
40 years, male, white, stage:iii, alive, 1487 days
3863.3
TCGA-KN-8426-01A
50 years, male, white, stage:iv, alive, 108 days
3859.9
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
3854.1
TCGA-BP-4804-01A
59 years, male, white, stage:i, alive, 1459 days
3852.9
TCGA-BP-5183-01A
57 years, male, white, stage:iii, alive, 1291 days
3849.4
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
3826.6
TCGA-B0-4697-01A
46 years, female, white, stage:iv, dead, 578 days
3812.3
TCGA-B2-5641-01A
79 years, male, white, stage:i, alive, 656 days
3805.7
TCGA-A3-3316-01A
57 years, male, white, stage:ii, alive, 1493 days
3804.9
TCGA-B0-5701-01A
65 years, male, white, stage:iii, alive, 2461 days
3802.1
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
3796.5
TCGA-B0-5707-01A
39 years, female, white, stage:i, alive, 3744 days
3794.7
TCGA-B0-4710-01A
75 years, female, white, stage:iii, alive, 1755 days
3785.2
TCGA-B0-4698-01A
75 years, male, white, stage:iv, dead, 42 days
3781.4
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
3774.6
TCGA-DV-5573-01A
41 years, male, white, stage:i, alive, 1130 days
3773.5
TCGA-BP-4332-01A
36 years, male, white, stage:iii, alive, 1133 days
3764.3
TCGA-B0-5077-01A
77 years, male, white, stage:i, dead, 1317 days
3762.7
TCGA-A3-3378-01A
60 years, male, white, stage:i, alive, 630 days
3762.6
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
3760.7
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv, dead, 313 days
3748.8
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
3741.8
TCGA-CJ-4916-01A
69 years, female, white, stage:iii, alive, 1373 days
3737.7
TCGA-CJ-4869-01A
49 years, male, white, stage:iii, alive, 2554 days
3734.0
TCGA-BP-5184-01A
54 years, male, white, stage:i, alive, 1133 days
3722.5
TCGA-CJ-4644-01A
48 years, female, white, stage:iv, dead, 336 days
3707.5
TCGA-B0-4713-01A
76 years, female, white, stage:iii, dead, 202 days
3705.4
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i, alive, 700 days
3697.2
TCGA-BP-5173-01A
75 years, male, white, stage:i, dead, 62 days
3694.6
TCGA-AK-3458-01A
48 years, male, white, stage:i, alive, 1168 days
3690.5
TCGA-B0-4844-01A
60 years, male, white, stage:iv, dead, 313 days
3684.3
TCGA-CJ-4889-01A
63 years, female, white, stage:i, alive, 1946 days
3678.5
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
3676.7
TCGA-CZ-4857-01A
56 years, male, white, stage:iv, dead, 1432 days
3671.7
TCGA-CW-5580-01A
73 years, female, white, stage:iv, dead, 1964 days
3669.9
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
3645.7
TCGA-AK-3450-01A
85 years, female, white, stage:i, alive, 1779 days
3626.3
TCGA-CJ-5683-01A
78 years, male, white, stage:i, alive, 1889 days
3613.7
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii, alive, 1498 days
3613.1
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
3601.5
TCGA-B0-5696-01A
70 years, male, white, stage:iii, alive, 2609 days
3589.6
TCGA-CZ-5455-01A
63 years, male, white, stage:iv, dead, 561 days
3585.4
TCGA-CZ-5460-01A
55 years, male, white, stage:iv, alive, 2873 days
3579.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
3575.7
TCGA-CJ-4641-01A
55 years, female, white, stage:iv, dead, 1661 days
3572.4
TCGA-BP-4166-01A
69 years, male, white, stage:iii, alive, 13 days
3547.4
TCGA-B0-5102-01A
74 years, female, white, stage:i, dead, 2764 days
3537.0
TCGA-B0-4701-01A
66 years, female, white, stage:iv, dead, 238 days
3536.3
TCGA-BP-4331-01A
52 years, male, white, stage:i, dead, 2454 days
3530.8
TCGA-BP-4963-01A
64 years, male, white, stage:i, alive, 1834 days
3529.8
TCGA-B2-5639-01A
46 years, male, white, stage:iv, dead, 1003 days
3524.4
TCGA-CZ-4866-01A
79 years, female, white, stage:i, alive, 3267 days
3511.5
TCGA-BP-5194-01A
39 years, male, white, stage:i, alive, 408 days
3500.8
TCGA-CJ-4638-01A
46 years, female, white, stage:iv, dead, 431 days
3494.9
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii, alive, 830 days
3489.0
TCGA-BP-5190-01A
61 years, male, white, stage:i, alive, 1011 days
3487.3
TCGA-BP-4977-01A
57 years, male, white, stage:i, alive, 454 days
3484.8
TCGA-CJ-4637-01A
52 years, female, white, stage:iv, dead, 2227 days
3484.7
TCGA-CJ-5676-01A
47 years, male, white, stage:iii, alive, 4067 days
3467.6
TCGA-B0-5084-01A
33 years, male, white, stage:iv, dead, 222 days
3463.1
TCGA-EU-5907-01A
81 years, male, white, stage:iii, alive, 127 days
3460.6
TCGA-BP-5008-01A
46 years, male, white, stage:i, alive, 1071 days
3451.2
TCGA-BP-4968-01A
40 years, male, white, stage:i, alive, 1746 days
3430.4
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
3428.7
TCGA-A3-3335-01A
41 years, male, white, stage:ii, alive, 1886 days
3428.5
TCGA-B8-5549-01A
53 years, male, white, stage:i, alive, 194 days
3427.0
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
3424.5
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
3419.5
TCGA-B0-5399-01A
46 years, male, white, stage:i, alive, 1411 days
3411.4
TCGA-B0-5692-01A
66 years, female, white, stage:iii, alive, 3944 days
3401.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
3396.2
TCGA-KN-8427-01A
54 years, male, white, stage:iv, alive, 30 days
3389.2
TCGA-BP-4766-01A
43 years, female, white, stage:i, alive, 1462 days
3383.1
TCGA-CJ-5681-01A
44 years, female, white, stage:iv, dead, 552 days
3382.2
TCGA-CZ-5451-01A
74 years, male, white, stage:ii, alive, 1929 days
3377.3
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i, alive, 468 days
3375.3
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
3368.4
TCGA-A3-3343-01A
79 years, male, white, stage:ii, alive, 945 days
3360.5
TCGA-B0-5120-01A
72 years, female, white, stage:i, alive, 1169 days
3352.9
TCGA-B0-4696-01A
58 years, male, white, stage:iii, dead, 866 days
3351.3
TCGA-CJ-4912-01A
61 years, male, white, stage:ii, alive, 1657 days
3349.6
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
3311.5
TCGA-KL-8338-01A
51 years, male, white, stage:iii, alive, 2633 days
3303.6
TCGA-AK-3455-01A
71 years, female, white, stage:iii, dead, 683 days
3300.7
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
3291.5
TCGA-B0-5107-01A
65 years, female, white, stage:iv, dead, 927 days
3289.9
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
3288.9
TCGA-BP-4771-01A
62 years, male, white, stage:iv, dead, 162 days
3287.5
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
3287.4
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3285.3
TCGA-CW-5590-01A
51 years, male, white, stage:iv, dead, 1075 days
3283.1
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
3278.6
TCGA-A3-3311-01A
58 years, male, stage:i, dead, 1191 days
3276.8
TCGA-KN-8428-01A
71 years, male, white, stage:ii, dead, 1590 days
3271.2
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
3268.9
TCGA-B8-5550-01A
71 years, male, white, stage:iii, alive, 1476 days
3264.2
TCGA-CZ-4856-01A
62 years, female, white, stage:i, alive, 18 days
3257.8
TCGA-KO-8416-01A
41 years, male, white, stage:iii, alive, 2752 days
3240.2
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i, alive, 2470 days
3230.1
TCGA-AS-3778-01A
35 years, male, white, stage:i, alive, 43 days
3209.1
TCGA-BP-5196-01A
54 years, male, white, stage:i, alive, 1018 days
3202.3
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3201.9
TCGA-BP-4975-01A
40 years, male, white, stage:i, alive, 1433 days
3177.9
TCGA-BP-4173-01A
47 years, male, white, stage:ii, alive, 1893 days
3172.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
3166.7
TCGA-AK-3428-01A
62 years, male, white, stage:iii, alive, 3728 days
3163.5
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i, alive, 519 days
3161.1
TCGA-BP-5185-01A
56 years, male, white, stage:i, alive, 1132 days
3157.5
TCGA-A3-3319-01A
70 years, male, white, stage:i, alive, 1130 days
3156.7
TCGA-CJ-4887-01A
48 years, male, white, stage:iv, dead, 932 days
3154.0
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i, alive, 498 days
3148.7
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
3146.3
TCGA-BP-4334-01A
56 years, male, white, stage:iii, dead, 645 days
3131.2
TCGA-A3-3347-01A
76 years, female, white, stage:iii, dead, 1610 days
3121.9
TCGA-CJ-5684-01A
61 years, male, white, stage:iii, alive, 2231 days
3120.8
TCGA-BP-4964-01A
55 years, female, white, stage:i, alive, 1862 days
3116.5
TCGA-CJ-6033-01A
54 years, female, white, stage:iv, dead, 224 days
3108.7
TCGA-B0-5697-01A
50 years, male, white, stage:i, alive, 2630 days
3094.7
TCGA-CJ-4872-01A
51 years, male, white, stage:i, alive, 326 days
3088.1
TCGA-BP-4967-01A
76 years, male, white, stage:iii, alive, 205 days
3085.7
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i, alive, 3631 days
3083.9
TCGA-B0-5694-01A
71 years, male, white, stage:iii, dead, 480 days
3079.6
TCGA-BP-5187-01A
54 years, male, white, stage:i, alive, 406 days
3073.5
TCGA-BP-4960-01A
46 years, male, white, stage:ii, alive, 2172 days
3073.1
TCGA-B0-5081-01A
80 years, female, white, stage:iii, dead, 362 days
3062.5
TCGA-BP-5176-01A
78 years, female, white, stage:i, dead, 1590 days
3061.3
TCGA-BP-4342-01A
79 years, male, white, stage:ii, dead, 2256 days
3058.6
TCGA-BP-5168-01A
75 years, male, white, stage:i, dead, 1463 days
3052.9
TCGA-KN-8425-01A
53 years, male, white, stage:i, alive, 3179 days
3051.3
TCGA-BP-4758-01A
40 years, male, white, stage:i, alive, 2208 days
3049.1
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i, alive, 385 days
3049.0
TCGA-KL-8346-01A
62 years, male, white, stage:ii, alive, 1897 days
3048.7
TCGA-B8-4620-01A
70 years, female, white, stage:iii, alive, 777 days
3048.6
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv, alive, 2722 days
3047.7
TCGA-KM-8443-01A
58 years, male, white, stage:ii, alive, 1520 days
3039.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii, alive, 1299 days
3025.5
TCGA-BP-4995-01A
68 years, male, white, stage:i, alive, 1371 days
3021.8
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
3017.8
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
3017.6
TCGA-AK-3460-01A
58 years, male, white, stage:i, alive, 2508 days
3009.9
TCGA-B4-5838-01A
52 years, male, white, alive, 166 days
3009.8
TCGA-A3-3380-01A
54 years, male, stage:i, alive, 567 days
3003.9
TCGA-BP-4337-01A
76 years, female, white, stage:iii, dead, 2 days
2999.9
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
2996.7
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
2983.3
TCGA-CZ-4865-01A
70 years, female, white, stage:i, dead, 166 days
2979.6
TCGA-KL-8331-01A
48 years, female, white, stage:ii, alive, 3010 days
2972.1
TCGA-BP-5202-01A
75 years, male, white, stage:iii, alive, 29 days
2967.8
TCGA-BP-4162-01A
65 years, female, white, stage:i, alive, 3074 days
2966.3
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
2960.9
TCGA-A3-3326-01A
47 years, male, white, stage:i, alive, 1137 days
2954.6
TCGA-CJ-4874-01A
73 years, female, white, stage:i, alive, 2283 days
2940.7
TCGA-KN-8434-01A
65 years, female, white, stage:ii, alive, 1797 days
2936.7
TCGA-BP-5009-01A
52 years, male, white, stage:i, dead, 1092 days
2926.7
TCGA-BP-4346-01A
57 years, male, white, stage:iii, dead, 1493 days
2920.9
TCGA-CZ-5987-01A
60 years, male, white, stage:iv, dead, 445 days
2918.4
TCGA-A3-3352-01A
male, white, stage:iii, dead, 561 days
2904.6
TCGA-B4-5843-01A
45 years, male, white, stage:i, alive, 11 days
2904.5
TCGA-CZ-5465-01A
76 years, female, stage:iii, dead, 2564 days
2901.0
TCGA-CJ-4875-01A
67 years, male, white, stage:iv, dead, 3554 days
2898.0
TCGA-BP-4159-01A
70 years, male, white, stage:i, dead, 2601 days
2890.4
TCGA-BP-5004-01A
53 years, male, white, stage:i, alive, 1126 days
2880.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
2878.1
TCGA-CZ-5984-01A
51 years, male, white, stage:i, alive, 2067 days
2871.0
TCGA-CJ-4897-01A
79 years, female, white, stage:iii, alive, 3341 days
2869.5
TCGA-B8-5158-01A
56 years, male, white, stage:iii, alive, 1218 days
2867.0
TCGA-B0-5094-01A
62 years, male, white, stage:iv, dead, 333 days
2865.3
TCGA-BP-4969-01A
63 years, female, white, stage:i, alive, 1794 days
2861.7
TCGA-A3-3324-01A
51 years, male, white, stage:i, alive, 1186 days
2859.7
TCGA-BP-5195-01A
75 years, male, white, stage:i, alive, 749 days
2857.6
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
2853.5
TCGA-B0-5402-01A
64 years, male, white, stage:iv, alive, 1290 days
2853.4
TCGA-DV-5565-01A
59 years, male, white, stage:i, alive, 1329 days
2849.2
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
2843.0
TCGA-A3-3387-01A
49 years, male, white, stage:i, alive, 617 days
2839.3
TCGA-BP-5201-01A
63 years, male, white, stage:iv, alive, 951 days
2828.9
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
2825.0
TCGA-DV-5575-01A
52 years, female, white, stage:i, alive, 1729 days
2823.3
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
2818.9
TCGA-CJ-4871-01A
63 years, male, white, stage:iv, alive, 2423 days
2815.8
TCGA-A3-3325-01A
52 years, male, white, stage:i, dead, 1170 days
2815.1
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
2813.6
TCGA-B0-4836-01A
61 years, male, white, stage:iv, dead, 1238 days
2809.7
TCGA-DV-5566-01A
67 years, female, white, stage:i, alive, 1398 days
2809.1
TCGA-B0-4714-01A
81 years, male, white, stage:iv, dead, 99 days
2806.1
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
2802.2
TCGA-KL-8340-01A
34 years, male, white, stage:ii, alive, 2024 days
2798.8
TCGA-CJ-5682-01A
60 years, male, white, stage:iv, alive, 3736 days
2797.3
TCGA-BP-4994-01A
54 years, male, white, stage:i, alive, 1308 days
2792.3
TCGA-EU-5906-01A
55 years, male, white, stage:i, alive, 206 days
2787.2
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
2781.7
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
2771.7
TCGA-CJ-5680-01A
65 years, female, white, stage:iv, dead, 768 days
2771.4
TCGA-KO-8415-01A
44 years, female, white, stage:i, alive, 2939 days
2771.0
TCGA-KM-8476-01A
47 years, male, white, stage:i, alive, 3745 days
2770.9
TCGA-A3-3373-01A
54 years, female, white, stage:i, alive, 1621 days
2770.1
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
2763.9
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i, alive, 495 days
2754.9
TCGA-AK-3429-01A
54 years, female, white, stage:ii, alive, 3328 days
2746.9
TCGA-BP-4327-01A
75 years, female, white, stage:ii, dead, 109 days
2742.9
TCGA-BP-4170-01A
72 years, female, white, stage:i, dead, 2343 days
2734.8
TCGA-A3-3317-01A
67 years, male, stage:ii, alive, 1491 days
2731.5
TCGA-B0-4824-01A
49 years, female, white, stage:i, dead, 1657 days
2729.2
TCGA-CW-5591-01A
56 years, male, white, stage:iv, alive, 2271 days
2729.2
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
2726.3
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
2712.6
TCGA-BP-4790-01A
76 years, male, white, stage:i, dead, 1111 days
2709.0
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
2705.1
TCGA-B8-4622-01A
57 years, male, white, stage:iv, alive, 1525 days
2703.2
TCGA-KO-8408-01A
47 years, male, white, stage:iii, dead, 507 days
2701.9
TCGA-AK-3440-01A
58 years, male, white, stage:i, alive, 2865 days
2695.2
TCGA-KN-8421-01A
48 years, female, white, stage:ii, alive, 2674 days
2693.5
TCGA-BP-5181-01A
58 years, female, white, stage:i, alive, 1495 days
2693.2
TCGA-CJ-4903-01A
50 years, male, white, stage:i, alive, 1559 days
2684.1
TCGA-B0-5095-01A
81 years, male, white, stage:iii, dead, 245 days
2681.2
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii, alive, 3304 days
2674.3
TCGA-CJ-4918-01A
64 years, male, white, stage:iv, dead, 93 days
2667.9
TCGA-B0-4688-01A
46 years, male, white, stage:iv, dead, 101 days
2666.0
TCGA-BP-4976-01A
77 years, male, white, stage:i, alive, 1632 days
2661.4
TCGA-A3-3362-01A
60 years, female, white, stage:i, alive, 1559 days
2657.6
TCGA-BP-4803-01A
79 years, male, white, stage:iii, alive, 204 days
2645.0
TCGA-BP-4165-01A
64 years, female, white, stage:i, alive, 3037 days
2642.6
TCGA-B0-4839-01A
80 years, female, white, stage:i, dead, 1639 days
2637.7
TCGA-KO-8414-01A
50 years, female, white, stage:ii, alive, 3212 days
2634.3
TCGA-CJ-4892-01A
65 years, female, white, stage:i, alive, 1521 days
2631.0
TCGA-KL-8336-01A
51 years, female, white, stage:iv, dead, 920 days
2613.7
TCGA-BP-5186-01A
50 years, female, white, stage:i, alive, 693 days
2612.5
TCGA-BP-5189-01A
60 years, male, white, stage:i, dead, 822 days
2609.9
TCGA-B0-4841-01A
63 years, male, white, stage:iv, dead, 204 days
2590.4
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
2584.7
TCGA-BP-5192-01A
59 years, male, white, stage:i, alive, 714 days
2575.9
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
2575.0
TCGA-A3-3367-01A
72 years, male, white, stage:i, alive, 2270 days
2572.6
TCGA-B0-5699-01A
53 years, male, white, stage:i, alive, 3841 days
2565.7
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
2558.3
TCGA-B0-5080-01A
63 years, male, white, stage:iv, dead, 342 days
2557.4
TCGA-BP-5000-01A
40 years, male, white, stage:i, alive, 563 days
2545.2
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
2538.2
TCGA-B0-4706-01A
61 years, male, white, stage:iii, dead, 65 days
2536.6
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
2526.8
TCGA-BP-5200-01A
44 years, male, white, stage:ii, alive, 1063 days
2522.1
TCGA-BP-4998-01A
49 years, male, asian, stage:i, alive, 932 days
2516.2
TCGA-B0-5709-01A
62 years, female, white, stage:iii, alive, 3974 days
2514.1
TCGA-B8-5553-01A
67 years, female, white, stage:i, alive, 435 days
2508.6
TCGA-CJ-4886-01A
43 years, female, white, stage:i, alive, 1952 days
2505.9
TCGA-CJ-4634-01A
60 years, female, white, stage:i, alive, 3498 days
2498.0
TCGA-B0-4816-01A
49 years, male, white, stage:ii, dead, 1371 days
2495.5
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
2487.9
TCGA-BP-4349-01A
68 years, female, white, stage:i, alive, 372 days
2479.3
TCGA-KN-8433-01A
46 years, female, white, stage:iii, alive, 341 days
2477.2
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
2468.3
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
2466.4
TCGA-B0-5092-01A
53 years, female, white, stage:iv, dead, 459 days
2460.6
TCGA-BP-4776-01A
52 years, male, white, stage:i, alive, 411 days
2459.0
TCGA-CZ-4863-01A
51 years, female, white, stage:iii, alive, 1928 days
2458.2
TCGA-CZ-5461-01A
52 years, male, white, stage:iv, dead, 330 days
2452.9
TCGA-KL-8332-01A
55 years, male, white, stage:i, alive, 2582 days
2451.4
TCGA-BP-4993-01A
58 years, male, white, stage:i, alive, 177 days
2449.8
TCGA-B8-5159-01A
61 years, female, white, stage:i, alive, 722 days
2445.4
TCGA-B0-4814-01A
58 years, male, white, stage:iv, dead, 168 days
2442.7
TCGA-B0-5705-01A
65 years, female, white, stage:i, alive, 4537 days
2442.4
TCGA-EU-5905-01A
67 years, female, white, stage:i, alive, 119 days
2428.9
TCGA-CZ-5988-01A
38 years, male, white, stage:i, alive, 693 days
2421.4
TCGA-B0-4828-01A
79 years, male, white, stage:iv, dead, 307 days
2417.1
TCGA-BP-4987-01A
41 years, female, asian, stage:i, alive, 1124 days
2416.0
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
2415.6
TCGA-A3-3323-01A
53 years, male, white, stage:i, alive, 1106 days
2410.5
TCGA-AK-3434-01A
72 years, male, white, stage:i, alive, 2087 days
2407.9
TCGA-B0-4811-01A
48 years, male, white, stage:iii, dead, 1417 days
2406.4
TCGA-CJ-4920-01A
64 years, female, white, stage:i, dead, 139 days
2405.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
2404.9
TCGA-CZ-4864-01A
86 years, male, white, stage:ii, dead, 2830 days
2403.8
TCGA-BP-5001-01A
43 years, female, white, stage:i, alive, 1177 days
2403.6
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
2402.2
TCGA-KL-8334-01A
37 years, female, white, stage:iii, alive, 2949 days
2402.1
TCGA-BP-4351-01A
51 years, female, white, stage:iii, alive, 970 days
2396.9
TCGA-BP-4169-01A
76 years, female, white, stage:ii, dead, 701 days
2391.5
TCGA-KL-8324-01A
67 years, female, white, stage:ii, alive, 4676 days
2386.3
TCGA-CZ-4853-01A
82 years, male, white, stage:i, alive, 774 days
2380.5
TCGA-B0-4693-01A
73 years, female, white, stage:iii, dead, 77 days
2368.4
TCGA-B0-5695-01A
61 years, female, white, stage:i, alive, 2150 days
2365.3
TCGA-B0-4847-01A
60 years, male, white, stage:iv, dead, 793 days
2361.0
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
2356.5
TCGA-CZ-5463-01A
76 years, male, white, stage:ii, alive, 662 days
2350.9
TCGA-BP-4341-01A
67 years, male, white, stage:iii, dead, 1589 days
2339.8
TCGA-BP-4335-01A
65 years, female, white, stage:iv, dead, 475 days
2331.0
TCGA-A3-3308-01A
77 years, female, white, stage:iii, alive, 16 days
2330.6
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii, alive, 1883 days
2322.6
TCGA-CJ-4907-01A
58 years, male, white, stage:iii, alive, 1499 days
2321.4
TCGA-CJ-4908-01A
38 years, male, white, stage:i, alive, 1531 days
2319.0
TCGA-CZ-4859-01A
59 years, female, white, stage:i, alive, 1787 days
2317.5
TCGA-B0-5109-01A
69 years, male, white, stage:iii, dead, 587 days
2317.1
TCGA-CW-5585-01A
51 years, male, white, stage:iv, alive, 2609 days
2315.0
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
2301.0
TCGA-CW-5584-01A
74 years, male, white, stage:iii, dead, 164 days
2293.4
TCGA-BP-4355-01A
59 years, female, white, stage:iii, dead, 953 days
2291.1
TCGA-BP-4763-01A
79 years, female, white, stage:i, dead, 1270 days
2288.3
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
2286.8
TCGA-AK-3453-01A
58 years, female, white, stage:ii, alive, 2531 days
2279.8
TCGA-B0-5085-01A
76 years, female, white, stage:iii, dead, 770 days
2272.4
TCGA-CJ-4885-01A
64 years, male, white, stage:iv, alive, 3451 days
2266.5
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i, alive, 369 days
2262.2
TCGA-BP-4970-01A
44 years, male, asian, stage:iii, alive, 433 days
2255.9
TCGA-CJ-4904-01A
60 years, female, white, stage:iv, alive, 3302 days
2255.7
TCGA-BP-5006-01A
61 years, male, white, stage:i, alive, 840 days
2249.5
TCGA-BP-4981-01A
75 years, female, white, stage:iii, dead, 1097 days
2248.4
TCGA-CZ-5986-01A
61 years, male, white, stage:i, alive, 373 days
2246.1
TCGA-B0-5703-01A
73 years, male, white, stage:i, alive, 2246 days
2244.9
TCGA-A3-3365-01A
46 years, male, white, stage:i, alive, 873 days
2241.1
TCGA-AK-3431-01A
62 years, female, white, stage:ii, dead, 2241 days
2236.9
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
2228.0
TCGA-KM-8438-01A
45 years, female, white, stage:ii, alive, 4622 days
2223.2
TCGA-B2-4101-01A
52 years, male, white, stage:ii, alive, 648 days
2222.3
TCGA-CZ-5467-01A
86 years, female, white, stage:iii, dead, 73 days
2219.5
TCGA-CW-5581-01A
44 years, male, white, stage:i, alive, 2799 days
2217.5
TCGA-CZ-5453-01A
67 years, male, white, stage:ii, dead, 2419 days
2210.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
2208.5
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i, alive, 689 days
2205.9
TCGA-B8-5165-01A
43 years, male, white, stage:i, alive, 737 days
2205.6
TCGA-B0-5711-01A
50 years, male, white, stage:iii, alive, 3989 days
2197.9
TCGA-KN-8424-01A
42 years, female, white, stage:i, alive, 1983 days
2191.6
TCGA-KO-8411-01A
58 years, male, white, stage:i, alive, 3958 days
2190.8
TCGA-A3-3306-01A
67 years, male, white, stage:i, alive, 1120 days
2190.0
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii, alive, 528 days
2189.3
TCGA-B8-5163-01A
63 years, female, white, stage:iii, alive, 822 days
2182.3
TCGA-B8-4153-01B
74 years, male, white, stage:iii, alive, 762 days
2178.7
TCGA-CJ-4893-01A
76 years, female, white, stage:i, alive, 750 days
2176.7
TCGA-B0-5706-01A
45 years, male, white, stage:ii, alive, 3205 days
2169.4
TCGA-KM-8442-01A
38 years, male, stage:ii, alive, 1437 days
2164.3
TCGA-KN-8429-01A
38 years, female, white, stage:iii, alive, 2650 days
2162.6
TCGA-A3-3370-01A
48 years, female, white, stage:i, alive, 2274 days
2159.7
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i, alive, 3 days
2158.0
TCGA-B0-4718-01A
57 years, male, white, stage:iii, alive, 1778 days
2155.7
TCGA-BP-5007-01A
46 years, male, white, stage:ii, alive, 1140 days
2155.0
TCGA-KL-8323-01A
57 years, female, white, stage:iii, dead, 1158 days
2152.5
TCGA-KO-8407-01A
42 years, male, white, stage:ii, alive, 2820 days
2150.4
TCGA-B0-5115-01A
43 years, male, white, stage:iv, alive, 1604 days
2139.7
TCGA-A3-3307-01A
66 years, male, stage:iii, alive, 1436 days
2139.4
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
2134.8
TCGA-BP-4965-01A
46 years, male, white, stage:i, alive, 1871 days
2132.1
TCGA-BP-5177-01A
46 years, female, white, stage:i, alive, 293 days
2132.0
TCGA-A3-3359-01A
82 years, female, white, stage:i, alive, 2504 days
2126.5
TCGA-KO-8406-01A
17 years, female, white, stage:i, alive, 3145 days
2123.8
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
2113.3
TCGA-BP-4325-01A
64 years, female, white, stage:i, alive, 2964 days
2111.3
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
2111.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
2104.6
TCGA-CZ-5458-01A
43 years, male, white, stage:iii, alive, 2789 days
2097.0
TCGA-A3-3322-01A
51 years, male, white, stage:i, alive, 1478 days
2095.0
TCGA-B0-5812-01A
53 years, male, white, stage:i, alive, 3834 days
2093.8
TCGA-KL-8344-01A
51 years, male, white, stage:iii, alive, 876 days
2089.8
TCGA-BP-5010-01A
63 years, male, white, stage:iii, dead, 878 days
2086.8
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
2077.3
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
2076.5
TCGA-BP-4982-01A
42 years, male, white, stage:i, alive, 1014 days
2073.6
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
2064.1
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
2063.3
TCGA-KN-8436-01A
63 years, male, white, stage:ii, alive, 1288 days
2059.8
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
2051.9
TCGA-CZ-4862-01A
46 years, male, white, stage:i, alive, 3271 days
2041.7
TCGA-KL-8342-01A
45 years, female, white, stage:ii, alive, 2248 days
2039.5
TCGA-B0-4833-01A
82 years, female, white, stage:i, dead, 2386 days
2036.7
TCGA-B0-5693-01A
47 years, female, white, stage:i, alive, 4074 days
2031.5
TCGA-BP-4158-01A
69 years, male, white, stage:i, alive, 3377 days
2029.4
TCGA-B4-5836-01A
61 years, female, white, stage:i, alive, 141 days
2028.7
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
2024.5
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
2021.5
TCGA-KL-8339-01A
67 years, male, white, stage:iv, dead, 855 days
2017.8
TCGA-CJ-4894-01A
58 years, male, white, stage:iii, dead, 841 days
2014.0
TCGA-B0-5106-01A
64 years, male, white, stage:i, dead, 1598 days
2013.0
TCGA-BP-4774-01A
57 years, female, white, stage:i, alive, 1885 days
2013.0
TCGA-B2-5633-01B
56 years, male, white, stage:i, alive, 963 days
2005.6
TCGA-A3-3331-01A
86 years, female, white, stage:i, alive, 1485 days
1994.5
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii, alive, 1888 days
1993.4
TCGA-KN-8435-01A
59 years, male, white, stage:ii, alive, 3498 days
1987.8
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii, alive, 607 days
1983.5
TCGA-KO-8413-01A
46 years, male, white, stage:i, alive, 3038 days
1981.7
TCGA-KO-8417-01A
30 years, female, white, stage:i, alive, 2815 days
1978.5
TCGA-BP-4765-01A
43 years, male, white, stage:i, alive, 2184 days
1977.7
TCGA-BP-4986-01A
75 years, male, white, stage:i, alive, 785 days
1969.5
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
1967.3
TCGA-B0-5713-01A
75 years, female, white, stage:iii, alive, 2782 days
1956.7
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
1955.6
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i, alive, 356 days
1945.3
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
1942.5
TCGA-KL-8328-01A
60 years, male, white, stage:ii, alive, 3127 days
1942.5
TCGA-B0-4703-01A
51 years, male, white, stage:iv, dead, 182 days
1939.9
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii, alive, 1366 days
1935.4
TCGA-B0-4843-01A
57 years, male, white, stage:iii, dead, 320 days
1923.2
TCGA-A3-3385-01A
46 years, female, white, stage:i, alive, 1993 days
1921.8
TCGA-A3-3349-01A
34 years, female, white, stage:i, alive, 1385 days
1920.8
TCGA-KL-8333-01A
69 years, male, white, stage:ii, alive, 2991 days
1920.5
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
1919.5
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i, alive, 505 days
1918.7
TCGA-EU-5904-01A
47 years, female, white, stage:i, alive, 551 days
1913.4
TCGA-BP-4344-01A
75 years, female, white, stage:i, alive, 1666 days
1912.6
TCGA-B0-5119-01A
61 years, female, white, stage:i, alive, 1552 days
1911.9
TCGA-BP-4974-01A
58 years, male, white, stage:iv, dead, 211 days
1911.6
TCGA-B2-5635-01A
74 years, male, white, stage:i, alive, 755 days
1903.7
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1898.4
TCGA-B2-4102-01A
61 years, male, white, stage:i, alive, 952 days
1891.3
TCGA-B0-5121-01A
56 years, male, white, stage:i, alive, 1485 days
1886.2
TCGA-KN-8432-01A
86 years, female, white, stage:ii, alive, 76 days
1882.7
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
1877.0
TCGA-B4-5377-01A
68 years, female, white, stage:iv, alive, 365 days
1876.7
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii, alive, 323 days
1867.1
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
1864.9
TCGA-B0-4852-01A
78 years, female, white, stage:ii, dead, 1121 days
1864.3
TCGA-A3-3351-01A
42 years, male, white, stage:ii, alive, 910 days
1864.0
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i, dead, 1696 days
1861.3
TCGA-B0-5690-01A
53 years, female, white, stage:i, alive, 3392 days
1855.5
TCGA-BP-4973-01A
47 years, male, white, stage:iii, alive, 1384 days
1845.8
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii, alive, 256 days
1845.7
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
1829.5
TCGA-CJ-4639-01A
49 years, female, white, stage:ii, alive, 3229 days
1827.6
TCGA-B0-5691-01A
66 years, female, white, stage:i, alive, 3431 days
1824.4
TCGA-CJ-6032-01A
63 years, female, white, stage:ii, alive, 3639 days
1819.3
TCGA-BP-4795-01A
74 years, female, white, stage:i, alive, 620 days
1818.6
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i, dead, 1091 days
1815.4
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
1805.2
TCGA-CJ-4876-01A
57 years, male, white, stage:ii, alive, 1955 days
1798.5
TCGA-BP-4961-01A
47 years, male, white, stage:i, alive, 1935 days
1797.0
TCGA-B0-4845-01A
70 years, male, white, stage:iv, dead, 1986 days
1797.0
TCGA-BP-4164-01A
51 years, female, white, stage:iii, dead, 992 days
1796.9
TCGA-B0-5113-01A
69 years, female, white, stage:iii, alive, 1175 days
1795.5
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
1785.9
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
1772.3
TCGA-B0-4846-01A
52 years, male, white, stage:iv, dead, 1200 days
1763.9
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
1756.7
TCGA-CJ-4905-01A
62 years, female, white, stage:i, alive, 1496 days
1756.0
TCGA-BP-4340-01A
70 years, female, white, stage:i, dead, 562 days
1749.0
TCGA-BP-4775-01A
55 years, female, white, stage:i, alive, 1843 days
1748.7
TCGA-B0-5117-01A
40 years, male, white, stage:i, alive, 1608 days
1743.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1738.0
TCGA-BP-4991-01A
54 years, male, white, stage:i, alive, 1413 days
1736.7
TCGA-B8-4148-01A
63 years, female, white, stage:i, alive, 1520 days
1726.4
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1723.9
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
1720.5
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i, alive, 2361 days
1715.6
TCGA-BP-4789-01A
48 years, male, white, stage:i, alive, 1489 days
1711.1
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
1704.9
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
1698.0
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
1695.6
TCGA-CW-6093-01A
73 years, male, white, stage:i, alive, 3146 days
1677.7
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
1674.5
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
1674.0
TCGA-A3-3320-01A
52 years, female, white, stage:i, alive, 1508 days
1673.6
TCGA-CJ-4643-01A
67 years, female, white, stage:ii, alive, 1793 days
1668.4
TCGA-KN-8418-01A
41 years, female, white, stage:ii, alive, 3935 days
1654.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
1652.9
TCGA-B0-4813-01A
68 years, male, white, stage:iii, dead, 18 days
1641.4
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
1638.8
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1628.5
TCGA-KL-8343-01A
72 years, male, white, stage:iii, dead, 2172 days
1625.0
TCGA-B4-5834-01A
59 years, male, white, stage:i, alive, 26 days
1621.9
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i, alive, 3 days
1621.7
TCGA-B0-4818-01A
68 years, female, white, stage:ii, dead, 510 days
1613.0
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii, alive, 507 days
1611.9
TCGA-B2-5636-01A
79 years, male, white, stage:i, alive, 919 days
1594.5
TCGA-BP-4326-01A
53 years, female, white, stage:i, dead, 1625 days
1588.9
TCGA-A3-3329-01A
75 years, male, white, stage:i, alive, 1624 days
1587.8
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
1587.7
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i, alive, 61 days
1578.6
TCGA-AK-3461-01A
72 years, male, white, stage:i, alive, 2217 days
1575.1
TCGA-CW-5583-01A
51 years, female, white, stage:i, alive, 2489 days
1574.7
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
1567.5
TCGA-B0-5099-01A
88 years, female, white, stage:iii, dead, 485 days
1562.3
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
1555.9
TCGA-B8-4619-01A
58 years, male, white, stage:i, alive, 523 days
1553.3
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i, alive, 2004 days
1549.1
TCGA-A3-3328-01A
79 years, male, white, stage:i, alive, 1385 days
1547.3
TCGA-KO-8409-01A
69 years, male, white, stage:ii, alive, 3180 days
1544.9
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
1544.2
TCGA-BP-4992-01A
66 years, male, white, stage:i, alive, 501 days
1541.1
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
1540.2
TCGA-B0-5104-01A
90 years, female, white, stage:i, dead, 2752 days
1535.3
TCGA-BP-4784-01A
67 years, female, white, stage:i, alive, 1854 days
1534.8
TCGA-KM-8441-01A
61 years, female, white, stage:i, alive, 876 days
1533.6
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
1531.4
TCGA-B0-4945-01A
75 years, female, white, stage:i, dead, 2145 days
1529.4
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
1528.3
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
1526.3
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii, dead, 1913 days
1524.9
TCGA-CW-6088-01A
60 years, male, white, stage:i, alive, 3222 days
1504.5
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
1495.3
TCGA-B0-5710-01A
57 years, male, white, stage:i, alive, 2430 days
1493.4
TCGA-AK-3443-01A
45 years, male, white, stage:ii, alive, 1423 days
1489.5
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
1488.5
TCGA-B0-4849-01A
51 years, male, white, stage:iii, dead, 69 days
1453.7
TCGA-KM-8439-01A
30 years, male, white, stage:i, alive, 708 days
1442.6
TCGA-BP-4347-01A
74 years, male, white, stage:iii, alive, 1367 days
1439.0
TCGA-BP-4769-01A
63 years, male, white, stage:i, alive, 1876 days
1434.5
TCGA-B0-5110-01A
71 years, female, white, stage:i, alive, 2009 days
1434.0
TCGA-B0-4838-01A
69 years, female, white, stage:i, dead, 834 days
1432.1
TCGA-CJ-4878-01A
71 years, female, white, stage:iii, alive, 2186 days
1407.3
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
1402.1
TCGA-B2-3923-01A
59 years, male, white, stage:ii, alive, 992 days
1401.2
TCGA-KN-8423-01A
44 years, male, white, stage:i, alive, 788 days
1391.3
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
1390.1
TCGA-KL-8325-01A
56 years, female, white, stage:ii, dead, 725 days
1387.5
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
1380.1
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
1374.0
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii, alive, 1364 days
1372.2
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
1362.2
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
1361.4
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
1348.8
TCGA-KL-8335-01A
68 years, male, white, stage:iii, alive, 2815 days
1344.4
TCGA-B4-5844-01A
61 years, female, white, stage:ii, alive, 7 days
1337.0
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
1320.3
TCGA-KL-8345-01A
75 years, male, white, stage:iii, alive, 1665 days
1312.4
TCGA-AK-3433-01A
48 years, female, white, stage:ii, alive, 3409 days
1274.7
TCGA-BP-4999-01A
56 years, male, white, stage:i, alive, 1266 days
1251.6
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i, dead, 735 days
1241.4
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i, alive, 469 days
1239.7
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
1235.5
TCGA-KM-8477-01A
56 years, male, white, stage:i, alive, 1553 days
1223.1
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
1192.1
TCGA-KO-8410-01A
74 years, female, white, stage:i, alive, 3136 days
1180.7
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
1174.8
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
1152.1
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
1151.1
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
1135.3
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
1127.7
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1127.0
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i, dead, 727 days
1122.2
TCGA-A3-3372-01A
64 years, male, white, stage:iii, alive, 735 days
1116.4
TCGA-B8-4146-01B
41 years, female, white, stage:i, alive, 511 days
1113.3
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1110.4
TCGA-CZ-5982-01A
59 years, female, white, stage:i, alive, 2439 days
1096.3
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
1078.3
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1076.9
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1047.0
TCGA-B0-4834-01A
49 years, male, white, stage:i, dead, 2090 days
1024.9
TCGA-KL-8327-01A
46 years, female, white, stage:i, alive, 4169 days
1024.0
TCGA-KL-8326-01A
69 years, male, white, stage:iii, alive, 3322 days
1008.6
TCGA-B4-5378-01A
62 years, male, white, stage:i, alive, 175 days
1000.6
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
994.3
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
986.6
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
979.7
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
971.8
TCGA-BP-4177-01A
65 years, male, white, stage:i, alive, 1670 days
944.1
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
938.9
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
937.8
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
929.5
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
923.0
TCGA-KN-8437-01A
42 years, female, white, stage:i, alive, 3068 days
922.3
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i, alive, 365 days
907.9
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
879.5
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii, alive, 714 days
852.9
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
809.6
TCGA-KN-8431-01A
35 years, female, stage:ii, alive, 588 days
807.9
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
778.4
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
777.4
TCGA-KL-8341-01A
41 years, male, asian, stage:iv, dead, 754 days
770.6
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
719.7
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
706.2
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
684.9
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
445.3
TCGA-CZ-5989-01A
60 years, male, white, stage:ii, alive, 1905 days
412.5
TCGA-B4-5832-01A
65 years, male, white, stage:iii, alive, 155 days
380.8
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
372.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.
The Human Protein Atlas project is funded
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