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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
1358.4
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
5184.3
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
4415.7
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
4183.0
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
3667.8
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
3246.6
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
3234.3
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
3172.4
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
3051.5
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
2859.0
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
2805.3
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
2800.8
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
2784.1
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
2768.1
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
2762.9
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
2756.5
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
2731.1
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
2719.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
2712.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
2690.7
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
2648.4
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
2599.7
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
2559.3
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2558.1
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
2556.8
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
2518.0
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
2505.4
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
2475.7
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
2415.0
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
2411.2
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
2408.5
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
2396.7
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
2381.9
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
2368.7
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
2323.9
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
2322.6
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
2314.5
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
2314.0
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
2297.1
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
2287.1
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
2253.1
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
2251.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
2232.9
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
2220.7
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
2188.4
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
2172.7
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
2153.1
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
2136.2
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
2127.0
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
2114.7
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
2104.7
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
2101.5
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
2083.4
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
2078.3
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
2065.1
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
2061.6
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
2049.5
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
2049.2
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
2020.6
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
2013.5
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
2008.1
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
2004.0
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
1992.8
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1986.7
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
1981.3
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1941.8
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1939.9
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
1937.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1924.6
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1916.2
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1916.0
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
1908.0
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
1891.4
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
1890.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1887.3
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
1876.5
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1874.8
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
1874.5
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1862.5
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1862.1
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1859.9
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1851.6
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
1844.7
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1843.2
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1841.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1832.1
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
1829.8
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
1822.8
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1820.0
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1817.5
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1817.4
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1808.4
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1798.3
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
1798.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1794.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
1779.2
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
1775.3
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
1775.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1747.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1741.3
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
1738.5
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
1736.0
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1731.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1729.3
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1729.0
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
1728.1
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1727.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1725.1
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1718.2
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
1715.4
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
1705.3
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
1701.7
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1699.0
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
1692.2
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1690.5
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1687.8
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
1681.3
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
1680.9
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1678.2
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1677.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1677.5
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
1677.4
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
1668.7
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1666.1
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1664.8
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
1660.9
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
1660.3
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1660.0
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1659.0
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1652.7
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1650.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1647.1
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
1645.5
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
1644.0
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1642.7
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
1640.4
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1631.9
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
1620.1
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
1620.0
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1618.8
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
1616.7
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
1616.6
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1614.5
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
1614.0
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
1609.2
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
1602.0
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
1600.8
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1596.7
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
1593.0
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1590.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1584.5
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1584.1
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
1583.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1580.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1577.5
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1575.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1573.3
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
1572.9
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1572.7
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1569.6
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
1566.5
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1563.8
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
1551.7
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1551.3
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1548.8
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1548.7
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
1548.5
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
1548.4
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1547.6
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
1540.5
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1539.7
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1533.6
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
1528.3
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
1528.0
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1521.9
TCGA-CL-4957-01A
79 years, female, dead, 425 days
1519.3
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
1509.6
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1508.8
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1507.6
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
1506.3
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
1504.1
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1503.0
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
1494.8
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1492.9
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
1489.2
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
1481.1
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
1480.8
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1480.3
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1478.2
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
1478.1
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
1470.8
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1466.0
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1464.3
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1463.8
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
1459.7
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
1459.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
1457.8
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
1456.6
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
1456.3
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
1454.0
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
1452.1
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1451.1
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
1448.0
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
1441.3
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1439.6
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
1438.2
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
1431.6
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
1426.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
1425.4
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1423.8
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
1422.6
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
1422.5
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1420.7
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
1416.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1416.4
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
1415.5
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1412.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1409.0
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
1404.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1404.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
1397.2
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
1394.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1393.9
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1393.2
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1392.4
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1390.3
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
1389.3
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1387.9
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
1385.3
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1383.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
1381.6
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
1381.2
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
1379.7
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1379.5
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
1379.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1376.9
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1375.9
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1371.8
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
1371.7
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1370.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1365.6
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
1362.6
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
1361.7
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
1361.6
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1360.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1358.4
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1357.9
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1347.0
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1346.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
1345.4
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
1345.3
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1345.1
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1344.6
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1344.5
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
1344.3
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1341.4
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1335.7
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
1333.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
1331.5
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
1327.9
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1327.4
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
1321.9
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1320.5
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
1319.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1316.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1315.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
1315.6
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1313.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
1311.9
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
1306.7
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
1306.6
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1304.0
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
1302.5
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
1301.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1301.0
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1298.3
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
1298.2
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1297.0
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1296.8
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1290.0
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
1285.3
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1285.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1284.6
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
1282.6
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1279.9
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
1279.3
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1278.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1277.9
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
1271.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1270.5
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
1264.5
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1261.7
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1258.6
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
1254.5
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
1253.2
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
1251.2
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
1250.3
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
1247.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1246.2
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
1245.7
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1244.0
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1243.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1241.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
1241.7
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1239.8
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
1239.1
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1237.0
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
1236.6
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1236.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1235.3
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1234.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
1233.6
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1233.6
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1233.1
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
1233.1
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
1232.2
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1231.7
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
1230.5
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
1229.6
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
1227.3
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1224.1
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
1223.6
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
1222.9
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1220.4
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1220.0
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
1218.4
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
1217.2
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1209.0
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1208.1
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1207.9
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1205.2
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1203.8
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
1202.8
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
1200.0
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
1198.2
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1198.0
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
1196.4
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
1196.3
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1195.2
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1194.4
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
1193.5
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1193.1
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1191.8
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
1188.7
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
1184.2
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
1180.8
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
1179.9
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
1178.3
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
1177.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
1174.7
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1174.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
1170.6
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
1170.5
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
1170.1
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1167.1
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
1166.7
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
1166.4
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1166.2
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1164.3
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1164.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1163.0
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
1161.1
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
1159.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1155.7
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1155.1
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
1152.5
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
1150.4
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1147.9
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
1146.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1146.6
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
1146.4
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
1146.3
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
1142.6
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
1142.5
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
1141.1
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1140.3
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
1139.6
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1139.3
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
1135.9
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1135.6
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1135.5
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1133.6
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1132.9
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1132.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1131.9
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
1127.9
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
1125.9
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
1125.9
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
1125.2
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
1123.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1122.1
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1122.0
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1119.4
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1118.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1116.8
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
1116.4
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1115.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1113.1
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1110.6
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
1109.2
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
1107.8
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1107.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
1105.9
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1105.4
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1104.3
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
1100.7
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1094.3
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
1093.0
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
1093.0
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1092.7
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
1091.9
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
1091.8
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
1091.5
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
1090.3
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1086.0
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
1085.9
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1078.3
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
1075.9
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1072.1
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
1065.4
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1064.6
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
1062.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1061.8
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
1061.5
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1060.7
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
1060.5
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
1055.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
1055.0
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
1053.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1052.2
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
1050.9
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1050.6
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
1048.4
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
1047.9
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1047.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
1044.8
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1044.1
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
1041.1
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
1038.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
1030.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1028.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1026.4
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1026.3
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1023.8
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
1019.6
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
1019.5
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
1018.9
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
1018.1
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
1017.7
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1012.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
1011.8
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1010.9
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1010.7
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
1008.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1005.6
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
1004.4
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
1000.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
997.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
997.5
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
997.0
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
994.1
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
993.2
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
986.7
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
986.3
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
985.8
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
977.9
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
976.8
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
976.0
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
973.1
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
971.2
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
970.2
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
967.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
967.0
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
966.0
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
965.9
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
964.4
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
963.5
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
958.6
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
957.4
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
955.5
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
955.3
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
952.2
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
948.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
947.0
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
944.1
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
941.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
938.7
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
935.6
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
933.7
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
933.7
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
933.1
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
931.7
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
926.5
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
923.7
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
920.6
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
920.0
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
919.0
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
916.2
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
914.1
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
912.4
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
911.9
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
911.8
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
910.0
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
906.6
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
905.9
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
904.7
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
903.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
902.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
901.6
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
900.9
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
896.7
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
895.1
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
895.0
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
888.5
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
885.8
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
884.0
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
881.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
880.5
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
880.4
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
878.5
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
877.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
875.5
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
870.8
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
870.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
869.8
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
863.6
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
862.1
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
859.3
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
851.8
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
848.7
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
846.1
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
843.4
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
841.1
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
840.5
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
833.5
TCGA-AA-3977-01A
65 years, male, alive, 761 days
833.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
824.1
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
823.3
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
819.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
816.6
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
814.9
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
812.6
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
811.6
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
805.9
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
804.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
801.2
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
796.3
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
790.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
787.5
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
784.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
784.2
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
777.9
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
772.2
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
770.0
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
769.2
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
768.6
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
767.8
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
766.8
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
765.0
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
764.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
747.6
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
742.0
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
730.3
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
720.9
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
705.4
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
703.6
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
700.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
687.1
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
681.4
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
675.1
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
673.0
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
668.3
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
665.3
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
651.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
627.1
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
614.3
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
613.4
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
604.7
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
602.0
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
595.5
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
586.9
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
572.3
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
550.9
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
547.8
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
543.4
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
534.8
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
515.1
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
504.9
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
458.6
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
421.6
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
407.8
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
373.6
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
356.6
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
354.7
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
313.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
280.5
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
204.4
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
202.2
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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.