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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
10573.2
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
44377.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
41409.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
38538.5
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
38282.4
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
34036.7
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
33418.9
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
30525.7
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
30010.7
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
28206.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
27692.1
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
27099.2
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
26635.5
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
26050.6
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
25597.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
25505.3
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
25413.9
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
24724.7
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
24529.7
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
23864.8
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
23816.2
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
23391.9
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
22861.9
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
22585.2
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
22428.9
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
22063.6
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
21871.1
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
21233.7
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
20726.3
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
20665.9
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
20449.5
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
20432.7
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
20430.5
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
20415.9
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
20281.0
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
20191.2
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
19881.1
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
19692.0
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
19619.3
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
19484.9
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
19268.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
18795.5
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
18680.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
18293.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
18128.0
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
17855.6
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
17694.0
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
17657.9
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
17597.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
17592.6
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
17571.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
17505.9
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
17340.2
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
17245.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
17245.5
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
16934.6
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
16911.3
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
16911.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
16867.0
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
16736.9
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
16441.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
16405.1
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
16346.9
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
16289.3
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
16230.5
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
16227.4
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
16211.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
16125.5
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
15995.7
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
15986.4
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
15858.1
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
15827.1
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
15755.7
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
15735.6
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
15663.5
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
15644.4
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
15641.9
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
15554.9
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
15420.1
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
15411.9
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
15357.1
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
15299.6
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
15226.8
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
15198.8
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
15192.5
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
15192.4
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
14951.0
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
14941.6
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
14923.2
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
14889.7
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
14876.2
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
14820.4
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
14736.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
14636.4
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
14611.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
14606.6
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
14587.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
14574.8
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
14529.2
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
14526.7
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
14524.9
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
14487.1
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
14451.7
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
14315.5
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
14249.4
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
14222.9
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
14011.5
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
13865.6
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
13606.2
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
13572.3
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
13395.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
13258.6
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
13214.0
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
13199.4
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
13092.9
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
13088.6
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
13008.4
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
12990.1
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
12942.7
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
12928.9
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
12899.8
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
12872.9
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
12824.7
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
12815.4
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
12760.9
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
12686.2
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
12642.6
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
12622.7
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
12596.3
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
12507.0
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
12305.9
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
12240.0
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
12236.6
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
12209.2
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
12065.0
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
12035.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
12001.3
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
11958.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
11942.3
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
11912.7
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
11780.5
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
11727.9
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
11686.5
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
11685.2
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
11670.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
11562.1
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
11552.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
11542.3
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
11468.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
11465.3
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
11440.7
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
11395.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
11366.5
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
11341.7
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
11331.4
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
11323.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
11308.6
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
11283.8
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
11279.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
11268.7
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
11255.7
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
11098.8
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
11091.8
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
11049.6
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
11028.2
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
10978.0
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
10902.0
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
10887.3
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
10869.4
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
10823.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
10800.6
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
10774.1
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
10771.0
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
10704.5
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
10605.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
10465.1
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
10461.2
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
10459.6
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
10425.3
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
10423.3
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
10392.6
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
10374.9
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
10174.0
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
10115.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
10113.9
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
10105.7
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
10073.8
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
9999.6
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
9968.0
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
9949.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
9946.2
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
9934.6
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
9934.6
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
9840.2
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
9819.9
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
9798.3
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
9759.4
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
9709.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
9702.7
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
9688.3
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
9659.2
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
9628.6
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
9568.6
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
9555.7
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
9542.0
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
9540.0
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
9521.1
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
9484.0
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
9421.9
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
9367.8
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
9357.6
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
9353.2
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
9335.7
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
9335.3
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
9306.6
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
9244.0
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
9241.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
9233.3
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
9175.5
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
9160.5
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
9078.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
9053.5
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
9049.4
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
9032.2
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
9027.9
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
8944.8
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
8911.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
8895.6
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
8888.7
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
8857.4
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
8850.5
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
8817.7
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
8784.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
8763.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
8726.1
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
8653.2
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
8611.0
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
8597.2
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
8564.4
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
8531.8
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
8527.8
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
8497.6
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
8487.1
TCGA-AA-3977-01A
65 years, male, alive, 761 days
8460.3
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
8424.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
8420.7
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
8417.4
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
8409.4
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
8394.5
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
8306.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
8277.2
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
8265.7
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
8259.4
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
8205.3
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
8195.2
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
8193.3
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
8146.7
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
8066.7
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
7990.0
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
7919.0
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
7918.2
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
7906.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
7894.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
7825.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
7808.2
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
7790.0
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
7754.6
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
7721.3
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
7705.5
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
7704.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
7694.5
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
7635.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
7613.6
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
7570.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
7514.6
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
7512.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
7487.8
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
7475.4
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
7463.5
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
7353.3
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
7316.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
7267.8
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
7263.5
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
7198.2
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
7178.2
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
7175.9
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
7166.1
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
7158.0
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
7137.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
7127.7
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
7108.6
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
7021.3
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
6986.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
6962.1
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
6944.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
6901.2
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
6900.6
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
6895.6
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
6868.8
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
6849.9
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
6845.7
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
6830.9
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
6817.2
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
6813.7
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
6802.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
6790.1
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
6768.9
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
6763.6
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
6697.0
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
6682.6
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
6682.1
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
6645.4
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
6580.6
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
6560.8
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
6560.0
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
6489.1
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
6422.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
6405.9
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
6397.6
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
6371.4
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
6358.5
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
6347.3
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
6306.6
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
6287.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
6250.5
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
6248.1
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
6234.8
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
6232.9
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
6222.9
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
6164.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
6142.6
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
6123.2
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
6116.8
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
6105.2
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
6071.9
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
6068.1
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
6068.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
6028.4
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
6020.4
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
5944.3
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
5922.8
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
5891.2
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
5862.6
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
5861.4
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
5859.3
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
5813.1
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
5809.6
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
5703.2
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
5676.4
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
5672.4
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
5661.7
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
5658.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
5619.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
5606.1
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
5551.6
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
5537.6
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
5522.9
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
5499.2
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
5458.6
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
5416.9
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
5415.6
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
5345.9
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
5306.0
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
5287.1
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
5282.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
5279.0
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
5237.3
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
5160.6
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
5121.5
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
5081.4
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
5026.7
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
4995.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
4979.8
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
4945.9
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
4883.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
4875.1
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
4861.8
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
4791.8
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
4791.3
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
4767.7
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
4698.4
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
4674.2
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
4647.4
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
4632.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
4607.3
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
4576.6
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
4535.1
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
4466.8
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
4466.6
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
4419.5
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
4416.6
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
4375.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
4324.0
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
4314.3
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
4231.6
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
4188.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
4163.5
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
4155.7
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
4107.7
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
4076.0
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
4035.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
4002.3
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
3963.3
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
3805.9
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
3731.4
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
3690.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
3660.8
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
3656.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
3552.8
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
3546.4
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
3517.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
3385.2
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
3354.2
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
3341.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
3286.4
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
3263.0
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
3231.7
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
3218.6
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
3189.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
3168.1
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
3068.7
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
2985.0
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
2940.2
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
2934.3
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
2892.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
2751.6
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
2724.0
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
2721.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
2661.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
2632.6
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
2383.8
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
2158.9
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
2152.1
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
2010.7
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1842.6
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1518.7
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
1386.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days