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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
4174.0
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
23368.1
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
20539.2
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
19578.8
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
16861.1
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
13288.1
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
11670.2
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
11464.7
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
11236.2
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
10888.2
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
10736.2
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
10595.1
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
10152.9
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
10080.6
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
9977.8
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
9951.8
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
9931.9
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
9836.8
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
9607.5
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
9372.7
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
8706.8
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
8485.6
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
8297.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
8257.2
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
8175.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
8164.2
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
8092.5
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
8026.7
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
8022.2
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
8016.3
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
7987.3
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
7945.3
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
7423.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
7402.4
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
7306.1
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
7275.6
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
7226.2
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
7209.4
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
7178.9
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
7104.3
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
7051.1
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
7007.7
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
6928.6
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
6902.1
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
6896.6
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
6885.2
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
6843.1
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
6701.6
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
6696.2
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
6695.8
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
6673.7
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
6544.7
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
6541.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
6460.5
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
6425.9
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
6405.8
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
6395.4
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
6313.2
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
6236.9
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
6179.7
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
6156.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
6114.6
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
6046.7
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
5992.1
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
5912.0
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
5900.5
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
5854.6
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
5844.3
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
5832.7
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
5806.6
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
5671.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
5642.7
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
5622.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
5621.0
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
5525.2
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
5520.5
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
5517.5
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
5491.4
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
5453.4
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
5451.5
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
5388.3
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
5333.3
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
5316.6
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
5211.6
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
5194.8
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
5191.1
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
5145.0
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
5085.0
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
5067.8
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
4940.0
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
4892.1
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4748.2
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
4706.1
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
4683.2
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
4609.1
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
4603.0
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
4528.4
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
4395.7
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
4362.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
4356.9
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
4350.8
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
4350.4
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
4344.0
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
4334.0
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
4319.1
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
4318.9
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
4292.9
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
4290.5
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
4259.4
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
4221.2
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
4187.5
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
4184.3
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
4174.6
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
4139.6
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
4120.3
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
4098.4
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4076.1
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
4044.3
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
4043.5
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3992.3
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
3992.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
3949.6
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
3928.6
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
3916.6
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
3902.6
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
3893.3
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
3870.8
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
3840.7
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
3810.0
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
3782.8
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
3781.2
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
3695.1
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
3679.1
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
3598.5
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
3573.0
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
3568.3
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
3560.6
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
3548.5
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
3497.9
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
3495.6
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
3487.9
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
3470.0
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
3459.8
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
3437.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
3430.1
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
3377.8
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
3338.1
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
3318.6
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3308.6
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
3292.2
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
3268.1
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
3261.6
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
3226.0
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
3207.1
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3182.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
3178.9
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
3100.0
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
3091.5
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
3001.8
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2998.6
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
2984.8
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2934.5
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
2925.2
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
2913.9
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
2907.2
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
2852.6
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
2793.3
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
2790.5
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
2789.4
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
2789.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
2770.9
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
2767.3
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
2735.4
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
2732.0
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
2717.7
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
2703.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
2690.4
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2684.6
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
2667.2
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
2667.1
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
2632.0
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
2624.8
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
2576.0
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
2569.4
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
2543.7
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
2537.6
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
2526.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
2524.3
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
2524.0
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2517.6
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
2481.5
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
2471.6
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
2467.0
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
2448.4
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
2435.9
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
2418.2
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
2414.1
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
2397.2
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
2380.4
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
2349.1
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
2338.2
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
2316.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
2294.9
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
2238.3
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
2233.3
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
2221.2
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
2209.3
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
2145.9
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
2121.4
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
2103.2
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
2095.9
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
2092.8
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
1944.8
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
1940.8
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
1904.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
1895.9
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
1888.0
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
1887.1
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
1884.8
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
1864.8
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
1843.7
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
1802.0
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
1789.2
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
1774.6
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1774.0
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1773.2
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
1770.6
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
1751.7
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1744.7
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
1735.3
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
1716.0
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1703.5
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
1680.3
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
1675.6
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1649.3
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
1624.0
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1588.6
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
1549.2
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1542.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
1538.7
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
1519.6
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
1481.8
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
1462.3
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1444.6
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
1433.5
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
1427.0
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1403.1
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1354.0
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1315.7
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
1303.7
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1300.5
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1253.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1231.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1227.1
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
1218.1
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1195.8
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1173.0
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
1155.7
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
1138.1
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
1105.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
1079.5
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1011.0
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
953.6
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
919.3
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
878.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
864.2
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
814.8
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
804.1
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
791.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
776.6
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
765.8
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
764.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
683.7
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
659.7
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
657.7
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
608.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
571.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
569.7
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
564.7
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
505.3
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
422.1
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
401.6
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
325.0
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
160.1
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
92.7
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
The Human Protein Atlas project is funded
