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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
1138.3
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
10385.9
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
6989.4
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
6747.8
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
4890.5
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
4838.7
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
4743.2
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
4481.7
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
4375.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
4318.7
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
3952.6
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
3817.0
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
3478.9
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
3433.3
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
3340.0
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
3268.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
3151.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
3149.0
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
3111.3
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
3070.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
3039.3
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
3023.4
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
2986.8
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
2957.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
2947.8
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
2806.8
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
2589.1
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
2538.5
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
2514.4
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
2409.3
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
2338.2
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
2330.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
2327.9
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
2307.5
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
2291.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
2256.6
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
2229.3
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
2226.8
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
2217.0
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
2208.5
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
2207.6
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
2199.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
2196.7
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
2196.3
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
2189.2
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
2138.7
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
2126.7
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
2122.3
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
2116.8
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
2109.7
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
2103.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
2098.2
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
2088.7
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
2076.4
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
2072.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
2053.4
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
2047.6
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
2047.4
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
2036.1
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
2011.7
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1993.4
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
1984.6
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1969.6
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
1963.4
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1919.4
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1895.0
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1885.1
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1876.8
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
1864.5
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1858.0
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1845.5
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
1845.2
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1836.1
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
1831.2
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1827.3
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1809.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
1794.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1783.9
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1775.8
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1762.2
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
1741.9
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1736.3
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1733.0
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
1710.7
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1683.9
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1683.0
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1667.1
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1659.2
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1658.7
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1650.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
1639.0
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1637.5
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1635.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1624.9
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
1615.0
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
1613.9
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
1609.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1600.7
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
1563.5
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
1557.2
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1556.2
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
1536.3
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1528.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1518.8
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1501.0
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1498.8
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1496.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1490.2
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1485.7
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
1478.4
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1474.8
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
1467.1
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1465.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1449.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
1440.0
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1439.4
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1435.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1417.3
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1411.4
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
1409.3
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
1403.0
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1402.7
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
1401.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1398.2
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
1392.7
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1377.3
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1370.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
1367.8
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1361.0
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1356.1
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1355.3
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
1353.1
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
1342.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
1318.5
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
1315.1
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
1312.6
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1308.8
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
1283.3
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
1270.0
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1267.6
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
1261.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1259.0
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1257.4
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
1251.0
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1240.7
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
1235.1
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1232.4
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1220.6
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1210.6
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1210.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1190.4
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1190.2
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1184.3
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
1180.8
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1170.1
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
1161.4
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1158.6
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1155.8
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1150.0
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
1149.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1137.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
1134.9
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1131.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
1128.3
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
1127.6
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1126.6
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
1125.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1124.3
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1121.2
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1114.1
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1098.5
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1095.6
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1089.6
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
1089.1
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1088.5
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1087.3
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
1072.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1072.6
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
1071.0
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
1067.1
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1057.7
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
1045.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1044.5
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1041.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
1039.2
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1015.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1003.3
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
998.9
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
988.9
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
988.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
988.2
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
987.6
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
985.2
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
982.0
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
981.5
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
978.4
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
977.8
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
976.8
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
976.3
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
972.2
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
971.9
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
969.9
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
961.4
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
956.8
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
954.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
945.5
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
941.5
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
941.3
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
933.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
930.0
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
927.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
924.8
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
923.5
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
922.1
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
920.3
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
917.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
910.1
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
907.6
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
906.4
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
902.8
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
892.8
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
891.3
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
888.3
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
886.1
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
885.1
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
883.4
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
876.9
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
874.8
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
865.9
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
862.8
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
862.2
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
855.3
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
848.9
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
846.0
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
833.6
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
826.6
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
826.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
813.2
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
810.7
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
809.6
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
796.6
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
790.2
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
787.5
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
783.8
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
780.5
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
779.2
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
774.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
773.7
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
770.6
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
761.1
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
760.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
759.9
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
758.8
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
755.5
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
753.7
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
747.5
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
746.1
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
740.2
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
738.1
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
736.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
733.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
728.1
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
727.0
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
723.8
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
722.8
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
718.5
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
715.5
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
713.8
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
712.5
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
708.8
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
708.0
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
704.9
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
702.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
702.0
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
699.8
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
696.8
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
683.1
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
681.9
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
681.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
677.9
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
677.5
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
677.3
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
675.0
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
670.5
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
662.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
657.0
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
656.6
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
637.5
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
633.1
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
630.4
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
629.1
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
618.9
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
610.9
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
610.6
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
604.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
604.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
597.8
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
594.6
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
586.8
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
585.7
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
585.4
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
584.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
582.9
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
581.5
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
579.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
577.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
569.6
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
566.6
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
562.2
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
556.8
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
546.9
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
546.6
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
545.4
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
537.1
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
534.1
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
527.4
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
526.9
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
526.3
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
523.3
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
522.7
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
520.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
520.0
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
519.8
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
517.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
516.1
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
507.2
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
496.8
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
496.3
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
496.2
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
495.6
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
489.1
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
484.0
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
483.7
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
483.3
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
475.7
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
472.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
470.4
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
467.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
467.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
467.2
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
467.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
464.9
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
463.5
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
461.6
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
449.4
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
445.2
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
441.7
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
436.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
435.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
430.3
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
419.8
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
419.6
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
417.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
415.2
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
414.8
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
408.4
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
402.3
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
401.4
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
399.6
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
396.3
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
390.4
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
376.2
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
375.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
375.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
373.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
371.5
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
366.1
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
363.1
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
359.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
353.5
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
352.0
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
351.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
349.9
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
348.3
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
348.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
341.6
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
340.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
338.6
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
327.5
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
326.9
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
324.0
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
319.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
314.0
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
313.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
313.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
312.2
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
305.7
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
304.9
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
304.1
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
301.5
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
300.7
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
300.6
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
297.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
291.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
286.8
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
286.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
286.5
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
277.0
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
273.4
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
268.0
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
266.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
265.5
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
261.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
259.3
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
259.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
258.8
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
251.9
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
249.5
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
233.1
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
231.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
231.1
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
224.2
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
207.4
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
199.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
195.8
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
193.2
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
189.3
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
188.7
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
186.1
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
175.1
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
171.5
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
167.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
157.6
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
155.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
154.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
154.2
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
152.9
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
148.0
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
130.6
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
129.7
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
129.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
113.2
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
108.5
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
107.6
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
74.3
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
68.4
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
57.6
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days