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COLORECTAL CANCER - Interactive survival scatter ploti
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 average 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
2935.2
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
14084.3
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
11720.5
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
10698.6
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
10031.5
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
9565.5
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
9305.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
8814.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
8756.5
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
8719.8
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
8159.6
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
8095.6
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
8039.1
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
8009.4
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
7809.8
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
7763.5
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
7749.7
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
7729.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
7681.5
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
7634.3
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
7544.6
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
7529.0
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
7516.2
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
7470.2
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
7360.0
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
7291.9
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
7221.1
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
7067.0
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
7041.1
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
6970.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
6958.7
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
6929.2
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
6847.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
6566.2
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
6275.6
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
6116.6
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
6095.7
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
6089.9
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
6018.6
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
5940.6
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
5924.3
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
5900.5
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
5783.7
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
5766.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
5705.8
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
5702.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
5666.5
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
5664.2
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
5618.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
5583.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
5525.5
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
5523.0
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
5511.9
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
5485.7
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
5461.2
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
5430.4
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
5400.2
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
5333.4
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
5322.6
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
5316.8
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
5306.9
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
5301.3
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
5274.8
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
5185.8
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
5184.3
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
5134.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
5133.6
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
5120.7
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
5073.2
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
5050.1
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
5016.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
5004.5
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
4999.5
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
4970.2
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
4956.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
4928.1
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
4925.7
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
4909.9
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
4879.3
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
4867.8
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
4865.0
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
4846.2
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
4845.3
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
4835.0
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
4781.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
4755.5
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
4755.1
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
4730.9
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
4727.5
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
4726.5
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
4723.8
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
4708.6
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
4702.1
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
4687.2
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
4680.5
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
4675.9
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
4673.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
4649.4
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
4648.4
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
4624.3
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
4595.0
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
4594.7
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
4594.3
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
4569.1
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
4556.5
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
4551.3
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
4537.5
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
4519.7
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
4452.0
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
4374.3
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
4372.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
4347.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
4289.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
4284.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
4237.3
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
4231.1
TCGA-CL-4957-01A
79 years, female, dead, 425 days
4224.5
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
4221.7
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
4208.1
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
4202.5
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
4188.3
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
4186.9
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
4170.6
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
4152.1
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
4132.1
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
4130.8
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
4104.6
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
4089.3
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
4086.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
4067.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
4059.7
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
4049.7
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
4031.6
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
4024.8
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
4013.0
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
3985.0
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
3969.2
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
3957.0
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
3952.0
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
3940.2
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
3926.2
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
3922.2
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
3917.2
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
3898.3
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
3892.8
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
3858.8
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
3840.8
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
3831.4
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
3829.4
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
3820.8
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
3817.7
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
3800.0
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
3792.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
3766.9
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
3763.1
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
3758.0
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
3755.0
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
3736.6
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
3735.3
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
3724.6
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
3721.4
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
3699.9
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
3694.8
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
3671.0
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
3670.3
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
3638.2
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
3632.1
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
3630.2
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
3621.0
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
3617.0
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
3612.5
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
3612.3
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
3610.3
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
3609.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
3579.5
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
3555.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
3553.9
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
3549.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
3548.5
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
3546.1
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
3530.6
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
3508.2
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
3505.4
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
3502.2
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
3489.9
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
3478.5
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
3464.4
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
3451.8
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
3450.4
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
3427.7
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
3425.2
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
3402.9
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
3398.6
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
3382.3
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
3378.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
3362.2
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
3354.3
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
3345.9
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
3334.2
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
3278.2
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
3272.8
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
3264.2
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
3248.4
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
3247.9
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
3237.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
3234.0
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
3217.1
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
3205.2
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
3195.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
3187.6
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
3170.2
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
3158.1
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
3150.0
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
3145.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
3129.0
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
3127.8
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
3115.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
3100.6
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
3095.6
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
3093.2
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
3086.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
3079.0
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
3078.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
3078.3
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
3064.7
TCGA-AA-3977-01A
65 years, male, alive, 761 days
3054.6
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
3052.6
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
3036.7
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
3031.3
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
3029.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
3025.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
3015.3
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
3014.4
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
3010.1
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
3004.8
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
3004.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
2985.6
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
2983.1
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
2979.5
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
2977.9
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
2977.0
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
2974.0
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
2967.8
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
2966.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
2959.9
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
2958.1
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
2947.9
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
2944.2
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
2938.7
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
2938.3
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
2938.0
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
2928.4
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
2923.1
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
2921.3
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
2920.4
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
2918.9
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
2916.5
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
2910.9
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
2881.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
2878.4
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
2870.2
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
2862.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
2860.2
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
2846.5
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
2828.5
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
2826.5
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
2810.0
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
2799.8
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
2797.5
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
2791.5
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
2781.7
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
2776.9
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
2763.6
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
2760.7
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
2760.2
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2755.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
2741.9
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
2740.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
2714.4
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
2711.8
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
2706.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
2704.8
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
2703.1
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
2694.6
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
2693.1
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
2686.5
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
2685.3
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
2682.0
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
2677.8
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
2673.4
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
2665.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
2664.8
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
2662.7
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
2654.7
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2649.0
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
2646.7
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
2638.7
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
2636.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
2618.9
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
2613.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
2606.8
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
2602.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
2596.0
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
2588.6
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
2576.4
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
2568.1
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
2566.9
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
2553.8
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
2553.2
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
2553.0
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
2538.0
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
2532.3
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
2528.1
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
2521.5
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
2516.3
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
2510.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
2505.5
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
2505.1
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
2498.5
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
2495.0
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
2493.5
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
2472.5
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
2466.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
2464.9
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
2448.1
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
2447.3
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
2445.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
2443.3
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
2442.5
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
2440.3
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
2428.2
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
2419.6
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
2416.6
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
2410.2
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
2407.6
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
2407.5
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
2402.5
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
2402.0
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
2386.9
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
2379.4
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
2351.5
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
2351.4
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
2345.6
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
2344.6
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
2335.6
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
2334.7
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
2320.1
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
2316.8
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
2315.5
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
2311.2
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
2307.6
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
2307.5
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
2307.2
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
2303.8
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
2302.7
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
2298.5
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
2295.8
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
2293.7
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
2266.8
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
2265.6
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
2264.6
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
2243.4
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
2232.0
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
2223.1
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
2211.8
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
2203.7
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
2183.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
2153.0
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
2152.5
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
2150.2
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
2144.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
2143.3
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
2142.1
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
2140.3
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
2138.2
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
2133.7
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
2130.9
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
2127.8
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
2124.1
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
2123.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
2099.2
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
2059.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
2058.2
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
2023.8
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
2013.3
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
2008.0
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
2006.3
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
2005.6
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
2003.7
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1999.2
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1991.4
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1989.2
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1977.4
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
1973.6
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1967.0
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
1961.7
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1958.7
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
1956.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
1951.4
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1949.2
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1948.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1941.6
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
1940.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1933.5
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1927.7
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
1917.3
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
1915.2
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1915.1
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1887.6
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1882.6
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
1881.9
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
1881.3
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
1872.8
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1872.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1869.4
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
1860.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1857.6
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
1849.6
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1849.3
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
1848.5
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1846.0
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1845.8
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
1844.8
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
1844.1
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
1830.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1822.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
1815.1
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1813.4
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
1797.7
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1789.9
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
1770.0
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1754.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1745.9
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1728.3
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1724.8
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
1711.7
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
1706.5
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1701.6
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1697.3
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1695.4
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
1684.1
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1678.9
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1669.5
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
1666.0
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1659.1
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1654.4
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
1652.8
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1642.8
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1635.2
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
1623.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1618.7
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1591.1
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1588.3
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1588.0
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
1575.7
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
1572.0
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
1565.4
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1562.2
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1556.9
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
1555.4
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1552.9
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
1544.4
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
1544.1
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1536.8
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
1534.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1530.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1515.3
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1515.1
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1502.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1495.4
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1490.4
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1450.4
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
1434.8
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1434.1
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
1428.8
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1428.5
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1424.5
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
1422.9
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
1414.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1409.2
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
1406.7
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
1406.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1394.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1389.6
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1378.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
1369.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1358.7
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1356.9
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
1352.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1349.4
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
1327.0
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1304.7
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1289.7
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
1289.6
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
1277.2
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1264.3
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
1255.9
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1246.1
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
1242.2
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
1216.6
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1214.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1204.0
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1188.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1185.9
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1156.9
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
1142.9
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1140.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
1124.7
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1115.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
1105.5
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1087.9
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
1082.3
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1068.1
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1065.9
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1053.5
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1041.5
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1039.1
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
1038.0
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
1037.0
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1003.2
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1001.1
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
1000.4
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
996.9
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
984.3
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
974.3
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
971.3
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
970.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
965.9
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
952.6
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
951.6
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
899.1
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
898.0
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
890.3
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
873.5
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
863.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
861.1
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
830.9
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
829.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
819.6
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
818.4
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
813.6
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
809.9
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
795.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
770.5
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
747.2
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
738.8
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
733.7
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
725.6
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
709.0
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
704.8
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
693.9
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
663.3
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
643.4
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
642.4
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
634.0
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
619.3
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
607.5
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
603.8
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
593.0
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
588.7
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
588.1
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
587.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
557.1
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
556.3
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
551.1
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
550.9
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
532.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
486.4
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
459.4
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
444.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
441.9
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
437.1
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
434.2
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
419.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
415.8
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
414.3
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
413.3
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
406.6
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
389.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
378.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
376.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
363.5
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
358.7
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
358.5
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
317.4
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
310.6
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
289.1
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
270.7
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
265.7
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
256.4
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
254.1
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
239.8
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
237.9
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
206.3
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
178.8
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
105.5
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
41.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
29.9
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COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.