We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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
4386.0
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
18718.3
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
15210.8
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
14151.3
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
13925.1
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
13164.5
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
12736.6
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
12617.8
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
12598.1
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
12397.6
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
12280.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
11921.3
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
11490.8
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
10871.2
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
10791.6
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
10487.3
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
10162.6
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
9983.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
9953.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
9925.2
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
9507.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
9386.6
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
9052.8
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
8900.7
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
8880.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
8865.0
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
8835.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
8834.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
8813.7
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
8805.7
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
8643.6
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
8624.2
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
8618.1
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
8467.7
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
8409.9
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
8376.7
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
8247.8
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
8123.4
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
8065.6
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
8053.0
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
8031.4
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
7948.5
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
7866.1
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
7842.2
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
7841.1
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
7838.9
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
7707.7
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
7612.2
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
7565.8
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
7549.4
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
7508.2
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
7491.6
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
7367.5
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
7315.7
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
7313.3
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
7228.9
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
7219.7
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
7200.9
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
7166.1
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
7159.0
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
7139.0
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
7110.8
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
7025.7
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
7006.0
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
7002.3
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
7001.0
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
6976.8
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
6931.3
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
6859.0
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
6836.9
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
6774.8
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
6738.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
6733.1
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
6714.0
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
6708.7
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
6690.9
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
6678.0
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
6649.4
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
6569.7
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
6533.6
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
6432.0
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
6387.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
6372.6
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
6357.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
6282.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
6256.5
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
6182.1
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
6173.1
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
6120.0
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
6119.4
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
6084.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
6078.4
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
6053.2
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
6038.0
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
6029.8
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
6023.6
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
5994.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
5983.6
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
5946.7
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
5921.3
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
5914.6
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
5871.1
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
5781.7
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
5778.1
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
5660.5
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
5657.1
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
5632.3
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
5624.7
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
5594.3
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
5592.7
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
5581.0
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
5541.7
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
5536.1
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
5504.3
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
5479.0
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
5448.6
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
5442.2
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
5439.6
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
5431.9
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
5411.9
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
5361.6
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
5335.2
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
5333.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
5267.0
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
5266.2
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
5251.3
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
5240.0
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
5225.0
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
5222.4
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
5217.4
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
5195.7
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
5187.6
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
5125.1
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
5109.0
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
5093.7
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
5087.0
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
5076.9
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
5046.5
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
5024.5
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
5017.7
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
4955.1
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
4930.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
4929.9
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
4925.3
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
4911.2
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
4907.5
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
4905.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
4905.2
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
4887.2
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
4881.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
4850.0
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
4842.6
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
4842.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
4833.7
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
4812.4
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
4797.4
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
4737.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
4716.4
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
4709.4
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
4706.9
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
4702.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
4702.2
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
4675.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
4649.6
TCGA-AA-3977-01A
65 years, male, alive, 761 days
4645.1
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
4643.3
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
4639.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
4634.8
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
4624.1
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
4535.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
4532.0
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
4527.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
4504.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
4495.9
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
4494.7
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
4483.9
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
4477.5
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
4449.6
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
4445.9
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
4409.5
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
4396.6
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
4391.5
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
4374.7
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
4369.0
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
4353.6
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
4325.7
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
4321.1
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
4304.9
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
4295.1
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
4279.6
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
4278.0
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
4270.3
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
4231.6
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
4225.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
4218.2
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
4201.7
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
4197.9
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
4184.5
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
4154.7
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
4083.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
4073.0
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
4056.9
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
4035.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
4034.8
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
4032.3
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
4031.3
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
4017.7
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
4010.7
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
4002.0
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
3993.7
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
3974.2
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
3955.8
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
3954.7
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
3941.4
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
3933.5
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
3931.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
3922.6
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
3912.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
3903.7
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
3895.9
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
3874.3
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
3833.8
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
3828.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
3791.2
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
3790.2
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
3788.2
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
3787.4
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
3783.8
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
3759.6
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
3748.9
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
3738.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
3735.5
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
3696.8
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
3675.4
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
3619.4
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
3613.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
3583.6
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
3567.8
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
3555.3
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
3551.4
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
3543.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
3537.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
3534.9
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
3529.6
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
3528.6
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
3527.2
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
3525.2
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
3514.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
3488.5
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
3485.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
3459.6
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
3452.9
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
3451.5
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
3437.1
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
3434.3
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
3429.6
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
3428.5
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
3416.6
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
3402.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
3402.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
3401.2
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
3400.2
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
3397.6
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
3395.2
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
3390.0
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
3370.2
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
3316.4
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
3304.1
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
3294.5
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
3294.0
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
3287.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
3275.6
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
3228.5
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
3217.4
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
3216.0
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
3194.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
3185.4
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
3179.1
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
3166.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
3160.1
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
3150.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
3144.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
3119.8
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
3103.3
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
3096.2
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
3062.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
3051.7
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
3032.0
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
3009.5
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
3009.1
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
2998.3
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
2971.3
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
2967.0
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
2952.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2940.6
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
2920.2
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
2910.7
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
2902.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
2897.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
2891.8
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
2890.1
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
2857.6
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
2854.3
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
2845.0
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2844.5
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
2837.5
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
2827.6
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
2800.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
2799.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
2797.8
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
2784.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
2783.4
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
2777.3
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
2775.5
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
2773.9
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
2747.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
2747.2
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
2737.9
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
2734.6
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
2728.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
2726.5
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
2720.1
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
2683.3
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
2675.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
2627.3
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
2620.5
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
2592.8
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
2586.8
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
2582.9
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
2576.2
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
2567.4
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
2538.9
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
2535.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
2515.9
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
2510.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
2490.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
2465.5
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
2461.1
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
2445.8
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
2435.1
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
2417.0
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
2414.5
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
2408.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
2404.0
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
2403.3
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
2351.3
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
2342.3
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
2341.3
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
2337.5
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
2322.9
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
2314.9
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
2307.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
2303.1
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
2298.7
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
2286.8
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
2240.7
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
2240.0
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
2229.5
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
2206.5
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
2194.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
2148.8
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
2139.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
2117.0
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
2117.0
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
2113.4
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
2097.7
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
2089.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2083.4
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
2080.6
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
2076.7
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
2072.8
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
2060.3
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
2031.9
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1988.7
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1985.0
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1973.1
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1951.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1939.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
1930.7
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1924.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1916.7
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1906.7
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1898.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1887.5
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1834.6
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1811.9
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1805.4
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1775.1
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1735.7
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1696.4
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1688.1
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1664.2
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
1663.3
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1610.0
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1578.4
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
1553.0
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1543.6
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1533.0
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1524.7
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1524.1
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1490.8
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1461.2
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
1444.3
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1329.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1321.3
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
1320.2
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1286.0
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
1275.7
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1177.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1174.9
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
1169.0
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1149.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1144.8
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
1133.9
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1090.8
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1082.5
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1063.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
1038.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
1020.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
978.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
976.6
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
952.9
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
946.5
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
935.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
918.9
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
917.1
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
896.0
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
878.1
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
718.1
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
661.5
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
637.3
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
621.5
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
498.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
454.5
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
439.3
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
397.5
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
321.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days