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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 median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
1424.1
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
7762.2
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
6175.1
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
5735.2
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
4813.0
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
4633.9
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
4596.7
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
4445.5
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
4233.1
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
4191.3
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
3661.4
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
3626.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
3616.0
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
3496.6
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
3475.4
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
3424.6
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
3418.3
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
3368.1
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
3342.7
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
3273.9
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
3256.2
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
3148.6
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
3132.1
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
3118.3
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
3044.9
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
2909.7
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
2813.7
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
2747.3
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
2737.5
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
2730.6
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
2693.9
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
2636.0
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
2624.5
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
2587.1
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
2586.1
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
2575.5
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
2562.6
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
2561.9
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
2549.8
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
2528.4
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
2519.6
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
2516.1
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
2500.0
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
2489.6
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
2485.2
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
2479.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
2479.2
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
2466.9
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
2404.4
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
2393.3
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
2385.0
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
2367.3
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
2318.5
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
2310.0
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2297.5
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
2293.9
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
2249.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
2226.1
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
2208.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
2200.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
2168.2
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
2138.3
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
2132.4
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
2114.1
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
2112.9
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
2093.4
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
2089.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
2045.9
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
2041.3
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
2037.2
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
2017.4
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
2016.6
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
2008.0
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1934.5
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
1913.9
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1909.0
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1904.3
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1903.2
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1898.3
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1896.9
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1894.4
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1880.5
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
1876.2
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1849.9
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1848.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1837.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1835.9
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
1831.9
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1830.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
1810.2
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1795.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
1795.0
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1794.4
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
1794.0
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1792.8
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1778.4
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1770.2
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1755.6
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1749.8
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1749.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1726.6
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1708.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1689.3
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1687.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
1684.3
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1681.9
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1679.2
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1679.0
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1654.0
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1652.9
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1636.7
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1635.1
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1624.8
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1623.0
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1615.0
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1601.5
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1596.5
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1595.2
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
1588.9
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1582.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1582.1
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1580.5
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
1567.1
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
1565.7
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
1557.5
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1557.2
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
1547.6
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1539.9
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1539.1
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1536.4
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1529.9
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1524.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1522.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1517.4
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1515.9
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
1513.6
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1512.9
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1511.9
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1502.5
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1500.7
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1498.3
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1494.7
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1493.5
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1490.1
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1477.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1473.6
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
1467.4
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1460.1
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1456.6
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1454.9
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1449.9
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
1448.8
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
1439.3
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1436.4
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1432.8
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1430.4
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1426.3
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
1426.2
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1425.6
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1420.5
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1418.5
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
1412.5
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1406.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1406.4
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1404.8
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
1401.4
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1396.5
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1393.7
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1388.0
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1379.0
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1378.0
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1368.4
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
1359.0
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
1349.4
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1341.5
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1341.5
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
1340.7
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1336.0
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
1335.9
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1334.3
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1333.3
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
1328.5
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1326.8
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
1325.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
1324.1
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1321.1
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1307.4
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1307.2
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
1306.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1305.4
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1302.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1301.3
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1301.1
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1300.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1298.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
1294.7
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
1288.4
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1286.5
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1284.2
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1283.6
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
1265.1
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
1264.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
1264.5
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1263.9
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
1260.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
1259.9
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1257.5
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
1254.7
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1251.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1251.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
1245.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1245.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1243.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
1241.1
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
1226.9
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1224.5
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1221.8
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1221.6
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1221.5
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1221.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1219.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1217.4
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1216.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1213.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1210.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1207.7
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1206.7
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1203.7
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
1201.8
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
1199.4
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1198.9
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1190.8
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1189.6
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1187.3
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1186.2
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1185.2
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1185.0
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
1184.1
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1183.9
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
1183.3
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1178.2
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1176.4
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1175.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
1174.7
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
1173.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
1170.4
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1168.4
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1167.8
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
1161.2
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1155.2
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
1151.3
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1150.3
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
1148.0
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1146.1
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1144.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1141.1
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1129.0
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1124.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
1123.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1119.5
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1118.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1116.5
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1101.6
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
1092.9
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1091.5
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
1087.2
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
1086.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1085.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1079.6
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1079.2
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1078.9
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1075.1
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
1073.1
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
1070.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1070.3
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1067.6
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1064.8
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
1056.3
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1054.5
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1050.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1050.1
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1049.7
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1040.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
1035.4
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1034.0
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1031.0
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1025.8
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1025.0
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1018.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1016.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
1015.3
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1008.0
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1007.7
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1007.0
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
997.2
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
988.5
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
979.7
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
976.2
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
975.5
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
967.5
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
956.6
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
956.0
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
953.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
950.5
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
948.0
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
946.5
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
945.9
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
945.7
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
944.5
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
944.3
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
943.5
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
943.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
939.6
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
939.1
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
937.3
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
936.4
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
935.2
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
934.5
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
932.7
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
929.9
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
926.7
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
919.5
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
919.3
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
913.3
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
909.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
902.7
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
902.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
902.4
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
899.0
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
897.4
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
888.2
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
884.9
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
883.2
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
880.8
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
879.4
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
876.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
876.3
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
875.2
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
874.4
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
873.0
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
867.3
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
861.7
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
860.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
858.6
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
858.3
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
853.7
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
849.7
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
848.9
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
848.5
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
847.1
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
845.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
843.6
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
839.0
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
835.2
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
832.9
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
831.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
831.4
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
831.4
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
831.1
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
829.7
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
824.9
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
824.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
821.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
819.3
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
814.1
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
810.9
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
803.5
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
799.7
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
798.5
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
797.0
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
787.6
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
785.8
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
781.7
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
779.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
779.4
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
777.9
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
774.5
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
773.6
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
770.1
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
769.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
765.1
TCGA-AA-3977-01A
65 years, male, alive, 761 days
764.9
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
762.0
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
758.7
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
757.0
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
756.7
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
756.2
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
751.8
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
737.9
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
727.8
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
726.1
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
725.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
715.8
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
714.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
708.8
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
701.0
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
699.1
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
696.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
692.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
655.1
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
650.7
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
644.9
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
633.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
632.2
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
631.5
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
619.4
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
619.0
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
613.3
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
611.6
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
604.1
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
590.2
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
585.9
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
580.9
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
568.5
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
568.1
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
560.0
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
558.8
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
555.8
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
549.0
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
541.6
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
515.5
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
502.0
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
501.7
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
487.8
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
475.0
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
455.6
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
441.8
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
437.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
426.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
421.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
412.5
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
385.3
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
368.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
223.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
203.2
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
65.8
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
59.0
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
44.5
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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