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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
3204.5
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
18454.1
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
14982.4
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
11266.9
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
10867.0
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
9910.2
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
9318.2
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
9227.7
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
8888.8
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
8514.8
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
8352.6
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
7951.2
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
7836.2
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
7812.6
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
7803.3
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
7619.5
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
7607.5
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
7407.1
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
7339.8
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
7274.7
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
7212.7
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
7196.4
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
6972.1
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
6925.6
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
6793.0
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
6792.9
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
6783.1
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
6706.0
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
6647.3
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
6544.2
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
6509.0
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
6453.7
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
6445.5
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
6304.5
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
6299.0
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
6168.7
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
6099.4
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
5980.9
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
5962.7
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
5912.1
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
5781.2
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
5776.4
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
5699.5
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
5670.5
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
5578.8
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
5559.3
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
5499.9
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
5436.2
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
5409.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
5361.3
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
5320.2
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
5309.9
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
5280.3
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
5194.4
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
5188.5
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
5156.5
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
5142.9
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
5028.1
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
4955.2
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
4932.8
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
4758.1
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
4701.6
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
4670.1
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
4647.0
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
4646.4
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
4356.3
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
4356.2
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
4349.0
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
4265.0
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
4231.0
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
4107.5
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4080.8
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
4064.1
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
4063.1
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
4022.9
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
3960.4
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
3892.7
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
3885.6
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
3857.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
3832.9
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
3827.3
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
3812.7
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
3810.3
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
3786.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
3775.3
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
3769.0
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
3739.2
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3729.0
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
3714.3
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
3713.0
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
3692.5
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
3687.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
3626.9
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
3625.9
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
3573.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
3553.6
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
3551.7
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
3502.5
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
3483.8
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
3467.7
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
3374.6
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
3374.5
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
3374.3
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
3357.9
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
3349.1
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
3349.1
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
3348.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
3321.7
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
3321.7
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
3287.6
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
3243.5
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
3236.3
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
3203.9
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
3185.2
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3168.2
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
3159.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
3147.7
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
3138.9
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
3122.5
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
3117.0
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
3103.9
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3075.3
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
3050.9
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
3023.4
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
3017.3
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
3013.7
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
2993.0
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
2991.0
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
2953.8
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
2951.0
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
2945.7
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
2930.8
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
2897.5
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
2879.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
2861.6
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
2851.9
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
2838.5
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
2823.2
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
2756.9
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
2650.8
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
2645.2
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
2560.8
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2542.9
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
2534.7
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
2529.1
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
2526.6
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
2494.0
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
2488.7
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
2483.3
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
2474.9
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
2468.2
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
2464.3
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
2443.4
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
2434.5
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
2398.3
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
2398.2
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
2351.5
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
2331.3
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
2296.1
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
2282.3
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
2251.3
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
2243.1
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
2234.2
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2224.4
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
2196.2
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
2164.6
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
2164.4
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2157.0
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
2128.2
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2102.2
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
2094.6
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
2093.3
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
2083.0
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
2077.3
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
2009.6
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
2006.1
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
1981.0
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
1949.9
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
1929.0
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
1926.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
1925.1
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
1916.8
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
1916.2
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
1878.2
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
1868.3
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
1865.9
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
1831.4
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
1823.3
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
1797.3
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
1783.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
1774.1
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
1749.6
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
1748.4
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
1736.8
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
1734.2
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
1716.6
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
1713.5
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
1711.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1706.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
1697.0
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
1690.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
1669.7
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
1653.8
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
1635.6
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
1633.8
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
1608.0
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
1604.0
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
1585.4
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
1545.2
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
1540.5
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1532.5
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
1509.0
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1479.7
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
1464.5
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
1428.1
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
1414.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1412.9
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1411.1
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1410.0
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
1396.3
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1387.2
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1376.8
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
1373.8
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
1362.4
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
1348.3
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
1345.0
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1331.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
1319.1
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
1299.5
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1293.6
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
1287.2
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
1281.8
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
1234.3
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
1232.4
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
1224.9
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
1223.0
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1146.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1129.3
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
1103.4
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
1083.2
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
1071.4
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1071.4
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
1066.8
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1066.0
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
1062.3
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
1027.7
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
1011.4
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
999.6
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
993.9
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
958.6
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
952.2
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
942.9
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
922.5
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
912.1
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
889.8
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
874.2
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
848.3
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
808.6
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
777.8
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
775.6
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
758.5
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
669.0
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
662.5
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
650.2
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
629.5
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
611.0
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
607.1
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
584.9
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
579.8
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
577.2
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
563.0
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
557.4
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
554.3
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
540.2
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
537.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
519.4
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
517.5
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
411.1
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
407.1
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
338.6
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
323.6
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
322.7
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
290.8
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
288.6
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
165.3
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
The Human Protein Atlas project is funded
