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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.
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
6048.3
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
31498.6
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
25913.2
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
23899.0
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
23553.2
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
21977.9
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
20918.6
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
19734.8
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
19290.2
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
15907.5
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
15729.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
15567.7
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
15252.1
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
15144.3
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
14140.0
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
14092.5
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
13872.7
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
13820.1
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
13524.3
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
13149.9
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
13116.7
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
12873.3
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
12490.6
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
12129.1
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
12039.4
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
11888.1
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
11725.8
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
11643.1
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
11616.5
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
11511.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
11505.5
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
11490.3
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
11434.0
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
11313.8
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
11205.7
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
11204.6
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
11022.4
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
10857.3
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
10738.9
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
10587.2
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
10582.8
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
10517.7
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
10501.5
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
10469.4
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
10406.6
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
10216.5
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
10191.7
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
10036.6
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
10017.3
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
9895.3
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
9886.8
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
9866.2
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
9835.6
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
9692.9
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
9365.1
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
9354.5
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
9286.3
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
9231.6
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
8944.7
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
8853.4
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
8848.6
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
8828.4
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
8522.9
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
8502.0
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
8483.0
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
8435.2
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
8375.1
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
8286.6
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
8276.7
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
8268.5
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
8005.0
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
7967.8
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
7918.3
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
7870.9
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
7798.7
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
7740.3
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
7738.6
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
7736.0
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
7733.1
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
7715.6
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
7697.9
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
7682.9
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
7647.3
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
7628.6
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
7609.7
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
7403.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
7321.5
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
7313.2
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
7156.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
7135.9
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
7074.9
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
6875.9
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
6863.4
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
6744.6
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
6711.4
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
6709.9
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
6670.7
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
6641.6
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
6510.7
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
6507.1
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
6452.8
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
6413.5
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
6404.3
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
6379.9
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
6222.4
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
6198.9
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
6115.4
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
6085.4
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
6049.4
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
6039.7
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
6034.9
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
6000.2
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
5888.5
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
5761.8
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
5729.6
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
5716.3
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
5700.7
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
5680.8
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
5599.1
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
5593.6
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
5507.6
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
5494.1
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
5486.0
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
5323.8
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
5296.6
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
5191.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
5167.5
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
5148.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
5108.5
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
5049.8
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
5039.5
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
5017.5
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
4972.3
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
4953.1
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
4914.2
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
4906.2
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4884.0
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
4878.7
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
4813.8
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
4795.9
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
4770.8
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4758.7
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
4730.3
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
4691.9
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
4676.0
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
4648.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
4639.4
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
4579.9
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
4532.1
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
4530.0
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
4497.8
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
4494.8
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
4454.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
4452.4
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
4451.6
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
4434.1
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
4393.8
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
4382.2
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
4340.5
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
4300.8
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
4286.5
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
4236.1
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
4225.5
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
4182.2
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
4177.1
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
4138.2
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
4076.7
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
4061.5
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
3977.2
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
3976.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
3958.5
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
3939.5
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
3911.2
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
3898.0
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3874.0
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
3839.9
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
3836.1
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3810.0
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
3761.2
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
3711.1
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
3642.8
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
3581.8
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
3548.3
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
3538.3
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
3534.9
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
3494.0
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
3482.5
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
3445.8
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
3414.0
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
3402.5
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
3393.0
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
3378.0
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
3322.1
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
3312.6
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3304.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
3304.2
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
3301.3
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
3295.7
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
3217.6
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
3188.1
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
3179.5
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
3174.5
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
3156.1
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3155.9
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
3036.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
3036.0
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
3035.0
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3030.9
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
2991.2
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
2969.9
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
2961.4
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
2955.1
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
2945.5
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
2907.3
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
2903.1
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
2897.5
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
2896.5
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
2870.6
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
2857.1
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
2795.0
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2787.8
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
2766.4
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
2750.3
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
2725.1
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2642.3
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2626.2
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
2596.0
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
2586.0
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
2558.5
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
2547.4
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2545.9
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
2452.5
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
2426.0
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
2379.7
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
2358.4
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
2352.8
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
2302.8
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
2298.3
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
2288.6
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
2241.8
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
2121.9
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
2060.9
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
2060.1
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
2057.5
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
2019.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
2016.1
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
1988.7
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
1966.4
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1954.6
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
1952.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1941.0
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
1929.9
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
1852.4
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
1847.2
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
1827.7
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
1816.1
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1798.1
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
1757.8
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
1735.3
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
1725.1
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1714.0
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
1664.7
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
1640.4
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
1627.7
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
1619.3
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1598.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1585.6
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1533.3
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1528.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1494.9
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1418.1
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
1296.2
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1247.4
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
1233.3
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1196.2
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
1188.2
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1186.1
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
1184.6
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
1089.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1059.0
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
1024.2
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1020.0
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
830.8
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
802.3
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
745.6
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
The Human Protein Atlas project is funded
