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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
8665.7
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
38561.8
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
29845.4
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
28929.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
27190.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
25601.3
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
25392.3
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
24421.0
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
22507.5
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
22178.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
21408.6
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
21187.8
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
21088.2
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
19569.7
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
19005.3
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
18655.8
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
18460.1
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
17984.9
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
17882.5
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
17200.7
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
17174.5
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
17161.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
17154.6
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
17085.1
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
16736.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
16523.8
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
16495.9
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
16411.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
16388.9
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
16078.2
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
15825.9
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
15703.9
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
15452.8
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
15388.6
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
15382.5
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
15355.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
15238.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
15145.1
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
15021.1
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
14928.9
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
14796.1
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
14723.7
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
14637.1
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
14627.1
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
14625.3
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
14610.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
14570.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
14457.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
14449.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
14446.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
14379.5
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
14361.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
14312.9
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
14304.9
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
14217.4
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
14212.3
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
14152.8
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
14018.6
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
14003.3
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
13973.8
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
13930.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
13814.6
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
13790.6
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
13612.0
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
13578.7
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
13498.7
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
13429.0
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
13322.3
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
13295.8
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
13244.7
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
12989.4
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
12945.8
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
12904.8
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
12862.3
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
12806.5
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
12797.7
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
12633.7
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
12630.9
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
12508.3
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
12482.4
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
12415.8
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
12358.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
12270.4
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
12225.8
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
12091.0
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
12005.9
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
11909.3
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
11862.5
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
11793.7
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
11779.4
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
11762.0
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
11685.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
11553.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
11501.9
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
11437.0
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
11413.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
11405.9
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
11378.3
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
11357.4
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
11303.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
11279.2
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
11272.2
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
11254.4
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
11244.1
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
11182.0
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
11165.4
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
11127.4
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
11084.6
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
11055.5
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
11040.2
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
11035.9
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
10987.6
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
10960.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
10951.8
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
10916.1
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
10859.4
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
10811.3
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
10780.1
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
10773.6
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
10688.0
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
10649.9
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
10647.3
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
10538.2
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
10524.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
10475.7
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
10398.5
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
10392.8
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
10373.4
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
10353.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
10350.1
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
10342.5
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
10302.7
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
10294.8
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
10251.4
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
10246.6
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
10233.1
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
10215.3
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
10213.0
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
10177.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
10164.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
10120.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
10069.1
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
10001.6
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
9988.5
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
9988.5
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
9918.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
9901.5
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
9875.6
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
9868.3
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
9825.3
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
9731.6
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
9680.5
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
9665.4
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
9663.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
9663.5
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
9652.6
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
9640.0
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
9634.4
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
9585.1
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
9538.5
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
9455.6
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
9438.2
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
9402.2
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
9379.7
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
9373.3
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
9317.6
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
9302.2
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
9301.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
9289.2
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
9253.9
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
9195.9
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
9156.6
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
9141.7
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
9138.9
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
9104.0
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
9085.9
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
8997.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
8996.7
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
8985.8
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
8955.0
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
8952.9
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
8949.8
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
8928.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
8739.7
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
8709.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
8703.3
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
8693.7
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
8689.5
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
8650.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
8641.1
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
8635.3
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
8497.6
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
8497.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
8493.2
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
8437.8
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
8398.9
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
8366.8
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
8358.0
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
8331.9
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
8325.1
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
8296.4
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
8290.0
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
8285.0
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
8272.0
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
8269.9
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
8233.7
TCGA-AA-3977-01A
65 years, male, alive, 761 days
8213.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
8020.2
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
8008.6
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
7902.8
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
7886.9
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
7881.2
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
7879.7
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
7860.1
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
7848.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
7816.3
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
7789.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
7753.8
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
7729.5
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
7719.8
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
7715.6
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
7670.9
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
7599.2
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
7569.5
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
7388.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
7366.8
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
7358.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
7358.5
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
7355.0
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
7343.8
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
7298.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
7283.1
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
7265.3
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
7252.4
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
7208.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
7144.7
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
7133.3
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
7101.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
7030.6
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
7023.1
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
7020.4
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
7014.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
6996.3
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
6979.0
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
6947.0
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
6945.8
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
6945.4
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
6898.9
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
6897.5
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
6861.0
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
6841.5
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
6825.7
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
6813.4
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
6810.5
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
6789.0
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
6780.0
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
6753.8
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
6731.8
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
6674.3
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
6641.4
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
6633.0
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
6615.8
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
6596.3
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
6570.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
6564.5
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
6543.7
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
6539.6
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
6537.8
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
6536.6
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
6491.9
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
6471.3
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
6461.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
6459.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
6454.4
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
6439.1
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
6404.9
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
6381.7
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
6320.6
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
6309.5
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
6303.0
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
6300.3
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
6258.0
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
6225.3
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
6219.9
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
6185.9
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
6170.0
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
6158.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
6124.3
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
6103.7
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
6083.8
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
6079.7
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
6077.9
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
6027.2
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
6019.1
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
5982.7
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
5947.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
5947.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
5905.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
5900.2
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
5893.8
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
5861.3
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
5839.8
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
5829.3
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
5823.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
5817.2
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
5790.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
5712.4
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
5688.2
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
5654.4
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
5639.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
5638.1
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
5627.2
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
5626.8
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
5617.3
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
5578.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
5567.2
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
5522.7
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
5505.1
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
5505.0
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
5468.2
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
5464.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
5463.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
5457.6
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
5421.2
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
5394.5
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
5369.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
5334.9
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
5316.9
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
5301.8
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
5300.3
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
5262.2
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
5255.1
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
5252.1
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
5241.9
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
5225.7
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
5222.4
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
5201.9
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
5201.2
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
5152.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
5145.0
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
5140.9
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
5133.1
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
5093.2
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
5090.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
5018.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
5012.1
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
4950.1
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
4903.9
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
4868.1
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
4851.8
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
4842.7
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
4819.3
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
4769.5
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
4739.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
4705.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
4678.7
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
4668.9
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
4664.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
4646.9
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
4605.8
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
4580.0
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
4514.9
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
4495.8
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
4482.2
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
4445.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
4435.8
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
4429.5
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
4380.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
4364.7
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
4352.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
4349.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
4331.2
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
4318.7
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
4308.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
4306.3
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
4279.3
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
4232.0
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
4215.5
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
4215.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
4208.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
4155.8
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
4147.6
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
4140.2
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
4114.4
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
4104.9
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
4101.2
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
4071.0
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
4031.2
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
3870.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
3860.1
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
3821.7
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
3805.6
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
3776.2
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
3730.0
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
3720.6
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
3718.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
3709.3
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
3705.7
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
3658.6
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
3620.0
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
3598.2
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
3492.4
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
3421.9
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
3420.3
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
3353.6
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
3338.2
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
3300.9
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
3245.8
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
3154.2
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
3128.7
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
3010.7
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
2996.9
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
2926.2
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
2925.9
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
2913.5
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
2875.2
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
2758.8
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
2577.5
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
2575.0
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
2448.1
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
2424.3
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
2406.7
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
2390.5
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
2296.2
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
2275.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
2191.2
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
2129.4
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1998.2
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1953.2
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1924.0
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1885.9
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1690.3
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1590.7
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1560.3
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1261.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
1241.6
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1200.5
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days