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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
3130.4
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
14191.0
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
13671.1
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
12905.3
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
9873.7
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
9722.4
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
9125.7
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
8772.1
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
8033.1
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
7503.9
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
7404.2
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
7403.1
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
7104.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
6797.1
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
6763.0
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
6623.0
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
6617.5
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
6502.6
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
6397.4
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
6388.8
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
6279.8
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
6229.6
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
6182.3
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
6014.4
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
6013.8
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
5603.2
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
5493.3
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
5469.6
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
5431.5
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
5422.9
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
5258.7
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
5095.6
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
5076.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
5048.6
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
4978.7
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
4921.2
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
4878.4
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
4876.0
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
4798.2
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
4747.1
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
4672.2
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
4641.5
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
4633.0
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
4598.0
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
4596.8
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
4530.4
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
4503.0
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
4401.1
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
4399.3
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
4372.1
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
4315.3
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
4300.5
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
4200.6
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
4173.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
4146.5
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
4121.9
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
4106.1
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
4092.2
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
4080.9
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
4056.4
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
4033.5
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
4033.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
3972.6
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
3955.5
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
3943.4
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
3936.4
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
3914.7
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
3886.0
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
3875.9
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
3861.5
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
3855.8
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
3823.7
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
3806.5
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
3784.4
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
3762.3
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
3755.4
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
3714.4
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
3661.8
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
3631.2
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
3621.1
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
3620.1
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
3598.4
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
3598.3
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
3596.0
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
3570.9
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
3538.6
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
3523.6
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
3518.1
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
3482.1
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
3474.9
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
3457.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
3455.1
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
3427.3
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
3422.1
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
3415.3
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3414.6
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
3409.4
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
3396.2
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
3395.3
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
3394.7
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
3392.8
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
3387.3
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
3321.8
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
3296.4
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
3292.9
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
3267.1
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
3258.4
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
3254.6
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
3237.2
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
3219.7
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
3176.8
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
3152.3
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
3146.2
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
3109.7
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
3106.4
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
3103.7
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
3089.8
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
3084.1
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
3059.5
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
3057.6
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
3053.5
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
3002.0
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
2995.1
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2977.7
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
2970.3
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
2951.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
2918.6
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
2904.4
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
2890.8
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2860.1
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
2846.2
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
2827.8
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2824.2
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
2799.3
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
2789.4
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
2739.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
2725.8
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
2723.5
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
2722.3
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
2701.1
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
2700.2
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2694.6
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
2686.5
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
2686.4
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
2685.1
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
2677.7
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
2668.4
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
2667.6
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
2662.6
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
2659.7
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
2628.0
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2623.0
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
2622.2
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
2619.5
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
2601.4
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
2547.3
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
2529.8
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
2527.9
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2514.7
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
2506.4
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
2467.3
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
2465.7
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
2457.6
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
2456.9
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
2446.5
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
2444.0
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
2441.5
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
2435.2
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
2433.8
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
2416.4
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
2415.6
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
2409.9
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
2385.2
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
2370.8
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
2363.5
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
2363.0
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
2352.4
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
2332.8
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
2317.5
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
2310.3
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
2304.0
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
2299.9
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
2289.9
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
2278.5
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
2276.3
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
2267.4
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
2256.3
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
2242.9
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
2241.8
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
2237.7
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
2231.5
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
2230.7
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
2212.7
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
2188.4
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
2178.5
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
2174.0
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
2155.5
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
2151.1
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
2124.0
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
2120.7
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
2086.8
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
2085.7
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
2062.8
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
2062.5
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
2041.9
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
2026.3
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
2018.8
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
2015.7
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1998.1
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
1969.0
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
1961.6
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
1952.0
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
1949.0
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
1944.7
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
1935.3
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1928.9
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
1907.2
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1884.6
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
1836.3
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1812.0
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
1807.0
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
1803.5
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
1793.6
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
1758.8
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
1747.3
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
1745.6
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
1743.4
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
1720.2
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
1714.7
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
1704.2
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
1701.9
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
1680.7
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
1654.5
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
1652.0
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
1650.7
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
1631.9
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
1618.4
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1606.2
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
1602.4
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
1601.6
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
1589.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
1521.5
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
1518.3
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
1508.3
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
1437.8
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1430.8
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
1423.2
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
1414.5
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
1413.4
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
1408.1
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
1398.6
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
1380.4
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
1343.5
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
1337.4
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1336.3
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
1331.7
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
1315.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
1305.9
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
1267.7
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
1257.0
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
1176.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
1169.7
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
1156.0
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
1122.0
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
1120.5
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1114.0
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
1107.4
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
1058.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1046.3
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
1029.0
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
1000.8
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
996.5
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
908.6
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
833.1
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
774.7
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
754.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
712.1
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
634.3
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
611.1
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
583.6
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
573.9
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
556.0
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
483.0
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
365.8
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
275.6
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
The Human Protein Atlas project is funded
