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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
928.4
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
11241.4
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
9849.0
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
8660.2
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
6085.7
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
5917.1
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
4649.1
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
4350.9
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
3810.8
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
3724.9
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
3474.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
3332.2
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
3296.8
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
3284.6
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
3274.0
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
3217.9
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
3047.2
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
2828.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
2808.6
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
2754.6
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
2740.5
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
2604.1
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
2503.9
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
2471.7
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
2470.5
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
2343.3
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
2315.1
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
2227.9
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
2182.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
2163.6
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
2135.6
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
2124.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
2094.2
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
2025.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
2002.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
1984.1
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1939.9
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
1850.3
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1793.1
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
1779.7
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1771.5
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
1770.9
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
1768.4
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
1764.1
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
1748.3
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1744.3
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
1734.1
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
1733.4
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1699.4
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1651.4
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
1636.8
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
1609.7
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
1553.3
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
1539.6
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1538.4
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
1537.1
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
1522.6
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1500.9
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
1492.5
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1480.7
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
1478.3
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1474.6
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
1467.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
1467.0
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
1464.1
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
1463.2
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1457.6
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
1451.2
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
1446.5
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1430.9
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1429.6
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1423.1
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
1421.4
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1415.0
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1404.8
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
1382.3
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
1374.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1364.2
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1364.1
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
1359.6
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1346.4
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
1344.9
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
1343.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1343.0
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
1339.8
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
1336.3
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1332.3
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
1329.4
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1320.2
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
1307.8
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1294.7
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
1290.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1285.8
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1278.5
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
1269.3
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
1268.7
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
1254.6
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
1243.3
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
1235.3
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
1227.5
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1222.3
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1219.2
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
1207.2
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1205.7
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
1199.3
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1190.6
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1187.0
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
1186.9
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1175.4
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
1174.4
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1168.7
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1168.7
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1166.5
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
1159.0
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
1153.0
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1151.3
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1145.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1136.4
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1135.4
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
1126.3
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
1125.4
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
1124.9
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1122.3
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1121.3
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1119.4
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1114.5
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1112.9
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
1112.8
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1108.9
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1105.5
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1104.8
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1103.4
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1099.7
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1096.0
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1086.9
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
1083.9
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1078.0
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1072.6
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1070.3
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1070.2
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
1063.0
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
1056.8
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1049.0
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1048.3
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1046.7
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1040.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1036.7
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1027.4
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
1027.3
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1026.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
1020.7
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
1019.9
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
1017.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1013.5
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1010.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1008.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1007.4
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1006.2
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1004.5
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1002.0
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
998.5
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
998.2
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
997.4
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
996.0
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
993.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
992.0
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
980.8
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
977.5
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
974.5
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
969.8
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
962.1
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
961.3
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
959.8
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
955.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
953.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
952.3
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
951.4
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
951.2
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
951.0
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
950.7
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
943.4
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
939.5
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
938.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
937.7
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
937.6
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
936.8
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
933.2
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
933.1
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
932.7
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
927.6
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
927.6
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
925.3
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
925.3
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
923.3
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
922.4
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
921.7
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
920.2
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
919.9
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
919.5
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
919.2
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
918.9
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
912.7
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
911.9
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
910.5
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
909.5
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
905.6
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
903.7
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
903.4
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
902.0
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
899.6
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
899.2
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
894.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
894.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
893.4
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
886.4
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
885.8
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
884.4
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
882.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
880.3
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
880.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
878.7
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
878.6
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
877.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
874.8
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
874.7
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
874.7
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
873.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
872.7
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
870.5
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
869.8
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
869.0
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
868.1
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
867.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
865.5
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
864.8
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
860.5
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
857.6
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
856.7
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
854.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
851.5
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
844.0
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
840.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
840.2
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
839.2
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
838.5
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
838.2
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
836.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
835.1
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
833.9
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
833.5
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
831.1
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
823.6
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
821.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
819.0
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
817.4
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
817.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
816.8
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
816.3
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
816.2
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
815.0
TCGA-CL-4957-01A
79 years, female, dead, 425 days
813.9
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
813.9
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
812.1
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
810.9
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
810.7
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
808.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
808.5
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
807.5
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
804.3
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
804.1
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
803.8
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
803.5
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
801.1
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
801.0
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
798.9
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
798.2
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
796.2
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
789.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
788.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
788.2
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
786.9
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
786.9
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
785.4
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
784.5
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
777.5
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
775.8
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
774.7
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
771.5
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
769.1
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
768.7
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
766.4
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
765.0
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
764.9
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
760.8
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
759.2
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
757.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
754.7
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
751.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
751.5
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
751.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
750.0
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
749.3
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
748.2
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
747.5
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
745.6
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
743.2
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
740.1
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
737.7
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
736.3
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
736.1
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
731.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
730.5
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
727.1
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
726.2
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
720.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
717.8
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
717.4
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
715.0
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
713.7
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
711.5
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
711.3
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
707.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
707.4
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
704.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
702.2
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
701.3
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
701.3
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
698.4
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
695.6
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
695.6
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
690.4
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
689.9
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
689.2
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
685.5
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
682.1
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
681.7
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
679.0
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
678.9
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
678.6
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
677.4
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
676.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
675.0
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
674.6
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
674.6
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
672.4
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
669.2
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
668.7
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
668.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
663.1
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
660.0
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
658.2
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
657.1
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
650.4
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
649.4
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
648.6
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
648.3
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
644.2
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
643.6
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
640.7
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
640.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
638.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
634.8
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
634.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
634.5
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
630.7
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
628.4
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
626.5
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
625.0
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
624.8
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
624.0
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
623.7
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
620.4
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
619.9
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
617.0
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
616.8
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
614.3
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
608.8
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
605.9
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
605.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
601.5
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
600.0
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
599.5
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
598.0
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
591.9
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
590.5
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
589.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
584.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
580.8
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
580.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
577.5
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
576.7
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
575.0
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
573.8
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
571.7
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
570.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
569.9
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
568.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
567.3
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
566.8
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
566.6
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
562.0
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
560.1
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
559.1
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
558.6
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
557.1
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
556.9
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
554.4
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
553.0
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
550.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
548.2
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
545.7
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
545.0
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
544.7
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
543.6
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
542.5
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
541.9
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
541.8
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
541.6
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
541.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
541.4
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
539.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
539.1
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
539.1
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
537.8
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
537.6
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
534.4
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
532.9
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
532.7
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
532.6
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
531.3
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
530.2
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
528.6
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
527.2
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
525.5
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
523.7
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
522.4
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
521.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
520.7
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
517.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
515.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
514.7
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
514.6
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
512.7
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
510.9
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
509.4
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
508.3
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
507.9
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
506.7
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
506.3
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
500.8
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
495.3
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
494.7
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
493.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
492.3
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
491.9
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
488.5
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
487.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
485.2
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
484.0
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
483.2
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
483.1
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
482.3
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
481.9
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
481.9
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
479.9
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
477.4
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
476.8
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
476.3
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
473.4
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
472.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
472.2
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
471.4
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
471.3
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
469.5
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
466.5
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
466.0
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
463.5
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
463.0
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
453.7
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
453.1
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
451.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
450.1
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
447.6
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
445.8
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
445.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
443.8
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
442.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
440.9
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
440.1
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
437.0
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
430.6
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
429.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
425.3
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
423.5
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
421.8
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
420.8
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
419.0
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
418.0
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
414.1
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
413.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
413.5
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
413.4
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
408.1
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
408.0
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
407.3
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
405.7
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
401.8
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
400.9
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
398.8
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
398.3
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
397.6
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
396.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
394.7
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
393.5
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
390.7
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
390.1
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
384.9
TCGA-AA-3977-01A
65 years, male, alive, 761 days
384.3
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
384.2
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
383.6
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
383.0
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
382.3
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
379.2
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
377.1
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
374.5
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
374.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
373.7
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
370.2
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
370.2
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
368.7
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
364.6
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
362.3
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
361.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
358.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
357.8
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
355.5
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
354.9
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
351.1
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
350.9
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
349.6
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
349.1
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
348.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
348.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
347.2
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
346.4
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
341.7
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
341.5
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
338.0
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
332.0
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
331.6
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
329.1
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
327.1
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
324.1
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
323.9
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
319.8
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
317.0
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
314.3
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
312.5
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
311.7
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
309.3
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
309.2
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
306.5
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
305.0
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
304.4
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
304.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
303.8
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
301.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
299.6
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
294.5
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
293.8
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
289.9
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
288.6
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
285.7
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
271.6
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
268.1
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
265.3
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
258.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
258.8
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
254.1
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
249.7
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
245.7
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
242.2
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
237.0
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
233.6
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
233.1
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
227.9
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
226.9
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
219.9
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
186.6
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
179.7
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
172.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
162.8
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
146.3
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
142.9
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
126.7
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
122.5
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
57.3
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
54.7
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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.