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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 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
711.4
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
10812.9
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
10713.8
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
7515.8
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
6749.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
6371.1
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
5530.3
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
5521.6
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
5345.5
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
5325.2
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
5248.8
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
5140.3
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
4933.3
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
4905.3
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
4602.9
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
4494.9
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
4356.1
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
4264.9
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
4171.8
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
4163.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
4161.8
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
3760.0
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
3714.5
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
3670.2
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
3659.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
3649.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
3593.4
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
3558.8
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
3394.6
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
3266.8
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
3240.2
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
3196.5
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
3139.0
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
3093.3
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
3044.3
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
3021.5
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
3006.3
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
2900.5
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
2865.0
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
2729.4
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
2666.8
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
2661.9
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
2654.2
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
2541.4
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
2501.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
2472.8
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
2462.8
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
2366.5
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
2348.8
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
2309.9
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
2273.3
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
2266.1
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
2248.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
2233.4
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
2201.1
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2194.4
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
2185.6
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
2130.3
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
2124.3
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
2104.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
2099.0
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
2075.3
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
2068.5
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
2067.2
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
2052.3
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
2032.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
2006.4
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1966.2
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1930.1
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1896.7
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1881.7
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1857.6
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
1851.5
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1811.3
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
1788.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
1761.7
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1753.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
1717.5
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
1714.4
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
1662.2
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
1654.4
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
1646.8
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
1640.8
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1627.0
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1612.5
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1592.8
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1563.3
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
1541.8
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
1480.9
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
1478.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1452.6
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
1411.0
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1406.5
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
1404.4
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1393.8
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1391.7
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1339.6
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1325.3
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
1324.4
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1318.0
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1300.6
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1291.9
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
1291.4
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
1271.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1267.4
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
1258.6
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1237.2
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1231.7
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
1227.8
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
1224.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1210.7
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1184.2
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
1126.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
1123.3
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1108.0
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
1091.7
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1078.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1076.7
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
1069.7
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
1063.4
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1034.8
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1028.0
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1027.0
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
1003.8
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
998.8
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
980.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
973.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
967.4
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
959.8
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
955.8
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
949.0
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
914.8
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
913.6
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
913.4
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
909.4
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
905.5
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
899.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
893.2
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
887.8
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
883.1
TCGA-CL-4957-01A
79 years, female, dead, 425 days
882.5
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
863.9
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
855.5
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
842.0
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
833.5
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
826.4
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
817.5
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
817.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
815.2
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
810.6
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
802.2
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
794.0
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
787.2
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
785.0
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
782.6
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
773.7
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
767.0
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
760.7
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
756.9
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
751.0
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
746.2
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
746.2
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
744.2
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
726.2
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
720.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
719.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
716.4
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
702.4
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
701.2
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
696.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
688.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
677.2
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
669.4
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
660.9
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
648.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
632.0
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
623.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
622.1
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
597.0
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
593.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
588.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
587.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
579.1
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
563.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
558.6
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
556.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
554.6
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
543.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
541.7
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
539.0
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
529.7
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
522.9
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
521.3
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
518.7
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
513.3
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
512.9
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
512.1
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
504.2
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
502.1
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
501.1
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
500.4
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
499.9
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
499.8
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
498.4
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
497.5
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
496.8
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
487.3
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
484.9
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
483.4
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
483.2
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
482.4
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
478.8
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
465.1
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
454.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
430.9
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
429.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
423.0
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
420.8
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
420.3
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
419.5
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
418.7
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
410.3
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
402.8
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
394.2
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
388.6
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
384.0
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
383.7
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
375.9
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
375.5
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
370.3
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
367.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
363.5
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
360.9
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
356.7
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
356.0
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
355.5
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
351.6
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
350.4
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
348.2
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
346.3
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
339.7
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
339.3
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
337.3
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
334.4
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
334.0
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
332.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
321.9
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
308.5
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
308.1
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
307.1
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
306.7
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
306.4
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
303.9
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
300.5
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
296.6
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
295.7
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
295.4
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
293.4
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
291.3
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
286.3
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
282.8
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
276.7
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
275.8
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
275.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
266.1
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
265.0
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
262.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
261.7
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
259.6
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
258.3
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
257.1
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
256.4
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
256.4
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
255.0
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
253.1
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
248.9
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
242.0
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
237.3
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
236.1
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
235.7
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
235.2
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
234.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
230.2
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
230.1
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
229.8
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
226.7
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
226.2
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
224.9
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
224.2
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
223.8
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
221.1
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
220.8
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
214.7
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
213.8
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
213.6
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
210.6
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
208.2
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
207.2
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
206.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
205.2
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
205.0
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
203.8
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
202.6
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
202.1
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
201.7
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
200.7
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
195.0
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
193.5
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
193.1
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
192.2
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
191.7
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
190.5
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
190.1
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
189.7
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
189.5
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
183.3
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
182.6
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
179.7
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
179.6
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
179.0
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
177.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
177.2
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
176.2
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
176.1
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
174.3
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
173.3
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
171.1
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
171.0
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
169.2
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
168.4
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
166.8
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
163.3
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
155.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
153.7
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
153.6
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
153.4
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
148.3
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
147.0
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
144.1
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
139.8
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
139.6
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
138.4
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
135.7
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
133.8
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
132.9
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
132.4
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
130.0
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
129.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
127.2
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
126.2
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
125.9
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
125.8
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
125.2
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
124.3
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
122.8
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
122.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
122.0
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
121.2
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
120.7
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
117.6
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
117.0
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
116.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
115.0
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
113.4
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
112.3
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
112.0
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
111.2
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
110.9
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
109.9
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
108.5
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
108.3
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
106.6
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
104.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
103.9
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
103.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
103.1
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
101.6
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
101.4
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
99.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
99.7
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
99.2
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
98.0
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
96.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
94.3
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
92.4
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
91.5
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
90.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
89.7
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
89.1
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
87.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
85.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
82.2
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
80.1
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
78.1
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
77.8
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
77.7
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
75.9
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
75.7
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
74.9
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
74.6
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
73.8
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
71.6
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
71.0
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
69.8
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
68.9
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
68.6
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
68.5
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
66.1
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
65.3
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
62.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
62.3
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
62.1
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
61.9
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
61.7
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
61.2
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
60.9
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
60.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
60.3
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
59.4
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
58.7
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
57.3
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
55.7
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
55.0
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
54.4
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
53.3
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
51.3
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
51.3
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
47.8
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
47.7
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
47.5
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
47.4
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
46.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
46.6
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
45.0
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
44.8
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
44.2
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
43.5
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
42.8
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
42.7
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
41.2
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
41.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
40.7
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
39.7
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
39.7
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
39.6
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
39.0
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
38.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
37.7
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
37.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
36.2
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
35.0
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
34.4
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
33.9
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
32.6
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
32.5
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
32.4
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
30.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
30.1
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
29.1
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
28.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
28.7
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
28.1
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
27.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
27.0
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
26.9
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
26.1
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
23.6
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
23.4
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
23.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
20.2
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
20.1
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
19.9
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
19.8
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
19.3
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
19.2
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
18.1
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
17.9
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
17.6
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
17.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
17.0
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
16.7
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
16.0
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
15.8
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
14.8
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
14.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
14.7
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
14.7
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
14.5
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
14.3
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
14.2
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
13.2
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
12.9
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
12.7
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
12.4
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
12.3
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
12.1
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
11.1
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
11.0
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
11.0
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
10.9
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
9.9
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
9.2
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
8.5
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
8.3
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
8.3
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
8.1
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
8.1
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
7.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
7.8
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
7.7
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
7.6
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
7.2
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
6.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
6.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
6.5
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
6.5
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
6.5
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
6.3
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
6.1
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
6.0
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
5.9
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
5.7
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
5.7
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
5.4
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
5.4
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
5.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
5.4
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
5.3
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
5.0
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
5.0
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
4.8
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
4.6
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
4.5
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
4.2
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
4.0
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
3.9
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
3.6
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
3.5
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
3.4
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
3.3
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
3.2
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
3.2
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
3.0
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
2.8
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
2.7
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
2.7
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
2.7
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
2.5
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
2.1
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
2.0
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1.9
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
1.9
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1.9
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
1.8
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
1.8
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
1.7
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1.7
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1.5
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
1.5
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1.3
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1.3
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
1.2
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
1.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
1.1
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
1.1
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1.1
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
1.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
0.9
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
0.8
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
0.7
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
0.7
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
0.7
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
0.7
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
0.6
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
0.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
0.6
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
0.6
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
0.5
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
0.5
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
0.5
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
0.5
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
0.5
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
0.4
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
0.4
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
0.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
0.3
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
0.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
0.3
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
0.3
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
0.3
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
0.3
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
0.2
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
0.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
0.2
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
0.2
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
0.1
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
0.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
0.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.
The Human Protein Atlas project is funded
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