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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
7243.2
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
28765.8
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
24559.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
21868.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
21026.4
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
19860.6
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
19687.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
19063.7
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
18946.6
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
18329.4
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
18296.3
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
18053.9
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
17221.0
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
17164.1
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
16967.8
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
16926.2
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
16633.5
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
16457.6
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
16266.5
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
15944.9
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
15908.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
15815.1
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
15692.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
15568.4
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
15495.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
15472.1
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
15408.5
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
15098.8
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
14971.1
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
14825.0
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
14759.1
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
14558.1
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
14416.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
14185.1
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
14181.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
14006.8
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
13954.8
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
13583.9
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
13542.4
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
13387.3
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
13378.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
13322.5
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
13107.9
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
13084.2
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
13080.8
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
12994.4
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
12950.5
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
12891.6
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
12832.3
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
12775.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
12557.4
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
12557.2
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
12536.4
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
12525.5
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
12524.5
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
12387.2
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
12304.1
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
12302.7
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
12163.1
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
12153.4
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
12036.0
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
11919.3
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
11785.2
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
11764.5
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
11643.4
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
11621.0
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
11352.0
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
11344.0
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
11327.4
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
11297.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
11239.5
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
11157.6
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
11087.3
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
11082.2
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
11015.7
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
11008.1
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
11001.9
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
10938.4
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
10839.2
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
10795.2
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
10781.0
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
10767.1
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
10713.5
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
10623.1
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
10617.1
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
10420.5
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
10296.9
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
10296.6
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
10208.5
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
10163.4
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
10117.7
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
10060.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
10036.6
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
9891.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
9854.3
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
9786.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
9768.6
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
9761.9
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
9732.3
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
9703.4
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
9697.5
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
9658.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
9582.2
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
9557.8
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
9547.7
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
9536.2
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
9533.2
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
9516.8
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
9515.3
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
9269.5
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
9191.8
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
9173.7
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
9168.5
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
9168.4
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
9147.9
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
9048.9
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
8965.4
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
8937.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
8921.0
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
8876.2
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
8851.9
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
8815.9
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
8792.0
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
8783.3
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
8756.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
8710.7
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
8689.8
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
8671.9
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
8645.7
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
8619.7
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
8563.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
8549.0
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
8529.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
8524.6
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
8494.2
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
8445.9
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
8443.8
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
8402.3
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
8377.1
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
8360.7
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
8332.1
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
8320.6
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
8235.2
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
8229.5
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
8201.0
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
8166.5
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
8163.0
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
8129.1
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
8075.9
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
8070.1
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
8068.0
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
8049.6
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
8022.2
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
7984.4
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
7916.8
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
7856.0
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
7851.8
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
7848.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
7794.5
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
7788.6
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
7777.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
7773.9
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
7715.7
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
7696.9
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
7672.7
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
7615.7
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
7606.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
7549.7
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
7518.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
7505.0
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
7493.4
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
7489.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
7488.5
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
7473.2
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
7430.1
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
7427.9
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
7420.8
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
7405.6
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
7403.0
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
7380.8
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
7364.9
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
7343.1
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
7291.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
7227.1
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
7222.1
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
7192.3
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
7184.1
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
7182.9
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
7137.4
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
7135.1
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
7134.7
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
7046.9
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
6989.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
6946.2
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
6924.7
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
6916.4
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
6904.7
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
6890.8
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
6868.4
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
6816.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
6808.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
6804.8
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
6792.7
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
6788.3
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
6719.6
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
6712.6
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
6698.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
6665.9
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
6654.6
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
6554.2
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
6547.8
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
6546.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
6534.7
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
6522.9
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
6490.6
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
6485.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
6445.7
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
6403.5
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
6374.9
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
6339.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
6336.8
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
6317.2
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
6313.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
6275.5
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
6268.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
6258.6
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
6231.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
6230.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
6206.5
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
6185.0
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
6169.3
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
6167.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
6139.5
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
6101.9
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
6084.0
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
6044.3
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
6033.7
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
6010.5
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
5997.2
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
5984.6
TCGA-AA-3977-01A
65 years, male, alive, 761 days
5970.7
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
5955.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
5951.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
5915.2
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
5883.7
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
5868.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
5850.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
5793.4
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
5764.3
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
5754.4
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
5714.0
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
5700.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
5668.6
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
5648.5
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
5646.1
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
5641.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
5633.1
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
5632.7
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
5537.9
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
5523.3
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
5521.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
5484.1
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
5483.3
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
5474.6
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
5471.5
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
5471.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
5439.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
5437.8
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
5409.2
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
5397.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
5391.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
5369.0
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
5362.8
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
5334.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
5330.9
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
5305.2
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
5244.8
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
5237.5
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
5230.2
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
5224.7
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
5209.9
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
5191.7
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
5161.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
5160.9
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
5153.1
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
5140.6
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
5140.0
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
5127.8
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
5102.1
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
5091.4
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
5005.9
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
4983.0
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
4971.8
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
4961.5
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
4920.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
4900.4
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
4847.1
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
4844.9
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
4842.4
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
4833.5
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
4812.7
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
4785.2
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
4761.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
4754.7
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
4752.3
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
4728.5
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
4699.3
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
4697.9
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
4696.6
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
4655.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
4601.7
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
4579.1
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
4568.3
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
4552.8
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
4528.1
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
4525.3
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
4522.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
4500.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
4473.3
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
4372.4
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
4356.3
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
4323.2
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
4314.9
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
4295.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
4258.9
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
4244.1
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
4230.2
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
4224.2
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
4220.7
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
4213.2
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
4151.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
4138.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
4120.7
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
4091.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
4088.8
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
4037.2
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
4029.2
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
4017.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
3990.8
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
3962.0
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
3920.6
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
3886.3
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
3875.9
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
3855.1
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
3851.0
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
3838.2
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
3834.8
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
3825.5
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
3821.6
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
3771.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
3743.4
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
3727.9
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
3714.1
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
3677.7
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
3651.4
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
3651.0
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
3633.1
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
3611.5
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
3606.4
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
3598.8
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
3587.8
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
3580.3
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
3563.4
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
3537.0
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
3503.7
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
3463.1
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
3458.9
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
3415.7
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
3379.8
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
3377.5
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
3363.8
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
3359.8
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
3335.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
3300.7
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
3280.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
3260.7
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
3249.5
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
3216.3
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
3193.0
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
3144.2
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
3137.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
3114.3
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
3077.0
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
3052.3
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
3051.1
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
3026.5
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
3002.7
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2999.5
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
2971.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
2907.2
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
2786.9
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
2758.0
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
2721.2
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
2715.5
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
2709.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
2662.1
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
2652.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
2635.0
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
2555.7
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
2536.7
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
2531.7
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
2491.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
2324.8
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
2291.4
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
2258.1
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
2229.3
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
2213.6
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
2194.0
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
2170.0
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
2152.0
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
2136.0
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
2135.8
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
2006.8
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1955.7
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1951.3
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1911.4
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1909.6
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1886.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1851.2
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1846.7
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1827.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1823.1
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1654.4
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
1553.3
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1533.5
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
1529.8
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1424.8
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1389.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1370.9
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1327.8
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1314.1
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1290.3
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
1258.2
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1016.3
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1014.8
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
922.3
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
728.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days