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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
2758.8
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
15498.9
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
10618.4
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
9729.0
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
9208.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
8735.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
8684.7
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
8382.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
8109.6
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
7775.8
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
7745.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
7742.9
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
7687.4
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
7668.5
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
7626.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
7373.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
7225.9
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
6829.8
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
6691.9
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
6681.4
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
6567.6
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
6492.8
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
6440.8
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
6191.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
6180.8
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
6138.3
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
6081.3
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
5925.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
5845.8
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
5745.3
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
5709.8
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
5650.1
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
5647.6
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
5578.7
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
5569.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
5529.0
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
5437.2
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
5346.4
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
5323.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
5271.7
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
5230.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
5214.4
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
5213.1
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
5193.5
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
5192.5
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
5163.8
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
5112.9
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
4978.2
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
4951.6
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
4949.0
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
4929.5
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
4883.8
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
4880.7
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
4865.7
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
4857.4
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
4835.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
4826.0
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
4784.0
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
4782.7
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
4771.2
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
4699.2
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
4666.8
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
4648.7
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
4561.1
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
4549.1
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
4548.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
4538.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
4533.9
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
4503.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
4484.4
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
4461.9
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
4449.5
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
4429.1
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
4411.3
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
4385.8
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
4367.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
4337.9
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
4317.9
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
4267.5
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
4240.3
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
4226.4
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
4222.4
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
4206.4
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
4200.8
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
4188.6
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
4186.1
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
4170.9
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
4137.2
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
4135.5
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
4094.7
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
3998.2
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
3986.8
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
3941.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
3852.3
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
3827.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
3819.5
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
3815.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
3815.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
3814.0
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
3800.5
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
3781.6
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
3751.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
3745.8
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
3741.1
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
3734.2
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
3715.2
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
3698.8
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
3654.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
3648.0
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
3646.1
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
3633.5
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
3628.1
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
3602.1
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
3584.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
3534.2
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
3505.0
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
3503.6
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
3496.3
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
3474.8
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
3464.6
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
3455.0
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
3453.5
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
3425.7
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
3407.3
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
3373.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
3368.4
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
3362.2
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
3354.5
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
3344.2
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
3328.9
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
3327.3
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
3324.4
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
3315.3
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
3304.6
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
3296.1
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
3293.3
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
3288.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
3285.6
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
3271.1
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
3252.2
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
3236.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
3222.2
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
3214.1
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
3185.6
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
3156.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
3142.9
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
3140.6
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
3134.4
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
3127.5
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
3112.8
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
3093.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
3075.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
3074.6
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
3060.4
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
3048.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
3042.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
3021.4
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
3015.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
3012.7
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
3000.5
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
2988.4
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
2985.9
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
2981.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
2950.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
2945.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
2930.1
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
2927.0
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
2917.3
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
2910.2
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
2908.2
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
2902.5
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
2867.9
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
2861.5
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
2858.7
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
2857.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
2848.6
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
2843.8
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
2831.4
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
2825.0
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
2808.0
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
2805.1
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
2796.2
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
2780.0
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
2779.0
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
2746.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
2741.0
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
2728.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
2720.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
2712.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
2697.0
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
2694.5
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
2676.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
2672.6
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
2667.3
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
2661.9
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
2656.1
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
2640.1
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
2630.2
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
2626.9
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
2618.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
2617.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
2605.6
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
2601.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
2593.8
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2588.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
2587.2
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
2581.8
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
2574.2
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
2557.0
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
2552.6
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
2546.3
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
2525.7
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
2516.3
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
2499.0
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
2423.1
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
2418.3
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
2391.6
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
2389.4
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
2384.7
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
2370.4
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
2364.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
2360.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
2357.2
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2323.7
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
2321.0
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
2318.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
2315.9
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
2304.4
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
2272.8
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
2254.6
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
2251.9
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
2241.7
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
2234.0
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
2221.5
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
2211.2
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
2207.4
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
2200.0
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
2199.2
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
2188.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
2183.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
2171.3
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
2168.3
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
2167.6
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
2165.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
2162.0
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
2113.0
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
2100.9
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
2060.8
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
2057.2
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
2054.2
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
2042.4
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
2018.3
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1997.6
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1996.2
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1948.0
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
1947.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
1944.5
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1943.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1939.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1935.9
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
1929.3
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1923.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1889.7
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
1883.4
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1876.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
1874.5
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1871.8
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1871.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1866.1
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1861.2
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1850.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1828.8
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1816.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1813.8
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1806.9
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1805.8
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1793.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1770.0
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1768.7
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
1764.9
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1761.0
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
1747.5
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1746.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
1746.3
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1744.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1740.9
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1733.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1729.1
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1722.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
1722.1
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
1715.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
1692.7
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1686.9
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1685.0
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1664.9
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1663.6
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1659.5
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1655.2
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1649.6
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1633.8
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1597.0
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1596.1
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
1590.9
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
1579.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1578.6
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
1572.9
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1563.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1562.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
1545.1
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1544.8
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1524.8
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1523.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1523.1
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1510.9
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
1504.7
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
1496.2
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1490.0
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1483.5
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1480.3
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
1478.5
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1470.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1463.6
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
1453.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1452.8
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
1451.0
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1449.5
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1447.7
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
1436.0
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1427.2
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1425.9
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1421.5
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
1410.8
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
1406.2
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1405.5
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1386.7
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1381.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
1362.1
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
1356.5
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1348.5
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
1345.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1305.4
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1299.7
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
1298.4
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1290.5
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1290.1
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1287.7
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
1270.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
1267.2
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1237.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
1204.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1203.2
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1187.2
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1180.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1177.5
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
1171.5
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
1165.6
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
1165.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1158.2
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
1153.8
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1146.4
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1142.9
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1118.0
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1116.2
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1103.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
1102.4
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1099.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
1092.3
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1089.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1083.1
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1070.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1063.2
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1046.2
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
1044.7
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1020.2
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1017.1
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1014.1
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1001.7
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
978.9
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
975.5
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
961.6
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
958.0
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
947.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
936.3
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
916.9
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
914.1
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
909.0
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
907.3
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
879.0
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
877.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
866.5
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
866.2
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
862.6
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
859.8
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
858.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
857.9
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
847.4
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
837.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
833.8
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
821.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
808.0
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
791.6
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
785.9
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
769.4
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
764.7
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
758.5
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
744.9
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
742.0
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
718.5
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
681.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
680.8
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
661.4
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
626.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
585.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
564.8
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
552.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
548.3
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
547.0
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
544.3
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
494.5
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
486.9
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
486.5
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
460.4
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
444.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
408.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
405.0
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
394.6
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
351.7
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
336.2
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
328.3
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
322.7
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
313.6
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
312.5
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
295.6
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
288.3
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
250.5
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
236.4
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
178.7
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days