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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 868.23
Median expression: N/A
Median follow up time: 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
1007.1
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
4254.6
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
3216.2
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
3190.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
3143.3
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
3086.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
2754.9
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
2725.1
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
2551.4
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
2527.3
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
2520.4
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
2493.5
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
2432.9
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
2362.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
2328.8
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
2295.7
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
2293.8
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
2285.4
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
2232.7
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
2186.5
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
2167.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
2163.3
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
2161.6
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
2122.9
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
2117.7
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
2117.6
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
2111.1
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
2093.2
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
2076.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
2061.4
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
2044.0
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
2041.8
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
2012.9
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
1973.6
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1969.5
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1964.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
1958.7
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1953.8
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1946.2
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1929.1
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1920.7
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
1919.3
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1917.4
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
1906.1
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
1879.2
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
1869.3
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1863.0
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1847.7
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
1846.4
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
1809.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1806.0
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
1805.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
1787.1
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
1785.2
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1759.6
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1749.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1749.5
TCGA-CL-4957-01A
79 years, female, dead, 425 days
1746.0
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
1740.9
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
1727.9
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
1727.1
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
1725.8
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
1725.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
1722.4
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
1707.9
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
1704.7
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
1701.0
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
1700.8
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
1695.8
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
1691.2
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1691.2
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
1671.2
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
1669.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1661.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1648.8
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1647.3
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1642.6
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1637.5
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1637.4
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1632.8
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
1632.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1632.1
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1631.6
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
1620.1
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
1616.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1611.1
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
1608.1
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1608.1
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
1598.2
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
1575.9
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1574.2
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
1573.8
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
1561.4
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1557.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
1556.1
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1554.9
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
1552.3
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1546.3
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1543.8
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
1535.2
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1527.3
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
1522.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1517.7
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1515.3
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
1513.0
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1510.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1509.9
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
1507.0
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1504.0
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1491.8
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1478.2
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
1477.4
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1473.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1470.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1469.4
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1463.8
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1460.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1457.6
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
1454.9
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
1451.4
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
1447.9
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
1446.9
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
1444.6
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1440.4
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
1440.3
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
1431.3
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
1430.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
1423.5
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
1418.9
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
1418.1
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
1414.9
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
1414.5
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
1410.0
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1409.7
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1404.8
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1397.5
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1397.5
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1397.0
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1393.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
1391.7
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1390.1
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
1388.0
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1381.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
1376.0
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1369.6
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1365.2
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
1364.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
1356.4
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1355.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1354.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1354.4
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
1349.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1347.4
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
1346.0
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
1344.3
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1343.4
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
1342.3
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1339.5
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
1338.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
1330.1
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1329.2
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
1328.4
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1325.5
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1322.4
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1319.2
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1318.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
1318.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1299.7
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1291.3
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1283.4
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
1282.7
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1281.1
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
1277.3
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
1274.0
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
1273.4
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
1272.4
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
1271.0
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
1266.4
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
1263.2
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
1262.1
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
1255.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
1253.8
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1253.2
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
1252.7
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
1251.0
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1250.6
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
1238.0
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
1233.0
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1231.8
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1231.4
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
1231.0
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1228.8
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1228.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1227.2
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
1221.8
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
1220.2
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1220.1
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
1214.9
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1205.5
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
1204.7
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
1204.5
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
1198.8
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
1198.0
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1197.2
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1197.2
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
1196.5
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
1191.1
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
1190.9
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
1188.5
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1179.8
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
1178.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1174.5
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
1168.7
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
1166.6
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1165.5
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
1165.1
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
1164.4
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
1163.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1156.9
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
1154.6
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
1153.4
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1149.0
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
1147.9
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1146.7
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1146.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1143.8
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
1142.7
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
1137.0
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
1135.3
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
1133.9
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1133.8
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
1127.9
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
1122.3
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1121.2
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
1114.7
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1105.3
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
1102.7
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
1096.1
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1093.7
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1091.8
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1087.4
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
1082.7
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
1077.8
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1077.2
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
1076.8
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
1074.8
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
1073.7
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
1071.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
1066.8
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1065.8
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
1064.9
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1062.9
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
1061.8
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1059.5
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
1057.6
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1048.7
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
1038.1
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1037.7
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1037.5
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1036.9
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
1035.3
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1033.3
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1032.6
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
1028.5
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
1027.1
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
1026.3
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1023.7
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
1022.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1018.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1017.3
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1012.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1009.2
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
1007.5
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
1006.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1004.3
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
999.2
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
998.4
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
997.9
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
995.7
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
992.8
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
992.0
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
989.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
982.2
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
980.8
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
980.2
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
977.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
976.5
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
972.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
972.1
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
967.1
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
966.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
965.5
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
965.3
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
964.9
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
958.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
955.5
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
955.5
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
955.2
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
952.5
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
950.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
950.2
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
939.3
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
936.9
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
933.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
927.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
926.6
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
921.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
921.2
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
920.4
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
917.0
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
913.6
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
913.3
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
905.7
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
904.8
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
899.1
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
896.4
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
895.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
888.2
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
887.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
885.3
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
878.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
872.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
863.5
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
861.6
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
856.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
854.0
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
850.9
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
848.0
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
847.2
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
845.7
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
841.6
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
841.0
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
840.1
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
835.7
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
832.8
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
829.7
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
828.8
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
825.5
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
825.3
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
825.0
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
822.7
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
819.3
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
818.1
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
817.8
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
817.7
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
813.2
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
811.5
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
809.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
806.1
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
803.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
801.5
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
801.3
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
800.9
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
800.8
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
798.3
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
797.6
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
796.6
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
792.0
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
791.7
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
791.3
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
789.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
786.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
784.1
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
781.7
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
781.4
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
781.2
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
779.7
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
778.9
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
778.7
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
773.3
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
770.6
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
769.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
769.7
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
768.6
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
766.2
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
764.8
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
763.4
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
759.2
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
753.5
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
748.6
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
748.0
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
745.5
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
745.4
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
744.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
742.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
739.6
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
736.9
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
735.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
730.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
726.4
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
726.2
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
726.0
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
724.4
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
724.3
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
722.5
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
722.2
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
722.0
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
716.9
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
716.2
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
711.4
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
703.3
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
702.2
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
702.2
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
700.6
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
698.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
692.6
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
689.0
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
687.6
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
681.8
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
680.3
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
679.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
679.1
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
677.9
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
677.9
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
676.8
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
676.6
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
670.3
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
668.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
667.4
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
661.4
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
656.8
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
656.8
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
652.5
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
650.8
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
650.2
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
650.0
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
648.2
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
645.5
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
638.9
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
630.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
629.8
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
624.4
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
619.7
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
618.0
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
613.2
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
604.5
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
602.2
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
598.9
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
597.8
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
597.0
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
595.2
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
593.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
592.2
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
591.2
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
588.8
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
587.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
581.9
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
573.1
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
573.0
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
568.4
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
568.0
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
567.5
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
565.6
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
565.4
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
563.9
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
562.1
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
560.9
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
560.8
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
560.5
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
559.4
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
558.3
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
557.6
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
552.1
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
545.8
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
545.4
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
545.4
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
544.1
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
538.9
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
538.7
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
538.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
536.5
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
530.7
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
530.3
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
524.8
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
516.4
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
513.2
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
512.2
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
510.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
510.3
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
509.2
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
508.4
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
507.8
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
503.4
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
501.1
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
498.1
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
498.0
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
496.3
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
495.9
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
494.7
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
491.1
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
490.7
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
489.8
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
482.7
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
476.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
473.8
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
473.7
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
471.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
470.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
461.4
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
458.0
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
452.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
452.1
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
445.8
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
440.2
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
437.0
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
436.7
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
436.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
431.7
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
427.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
424.9
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
424.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
418.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
417.6
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
414.1
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
412.4
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
411.3
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
410.4
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
405.0
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
402.1
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
400.8
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
400.5
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
397.1
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
384.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
369.7
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
369.4
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
368.0
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
366.1
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
353.1
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
350.8
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
346.8
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
339.8
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
331.8
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
331.0
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
330.4
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
323.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
323.0
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
320.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
307.3
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
300.3
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
298.7
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
298.4
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
291.9
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
291.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
280.2
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
279.2
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
277.0
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
263.8
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
262.3
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
260.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
255.0
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
254.6
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
251.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
247.8
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
238.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
231.7
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
223.7
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
211.7
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
208.6
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
208.5
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
203.4
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
197.6
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
196.8
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
193.7
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
190.3
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
190.1
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
187.9
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
183.0
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
182.9
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
177.3
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
171.6
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
170.2
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
167.7
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
162.4
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
154.6
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
153.4
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
152.7
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
145.8
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
143.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
139.4
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
126.4
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
125.3
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
121.1
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
106.2
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
103.9
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
102.3
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
101.8
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
100.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
98.4
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
95.8
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
80.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
73.4
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
73.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
71.5
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
52.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
42.1
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
32.3
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
15.9
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
14.3
Show all
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
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).
The Human Protein Atlas project is funded
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