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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red. The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 756.67
Median expression: N/A
Median follow up time: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
988.1
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
2974.4
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
2767.6
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
2518.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
2441.1
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
2433.5
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
2282.7
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
2200.2
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
2121.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
2038.3
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
2029.7
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
2010.2
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
1972.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
1961.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1957.8
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1948.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
1931.1
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1916.7
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1895.5
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
1894.6
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1870.7
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1795.7
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1750.6
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1727.3
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
1722.7
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1681.0
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
1655.5
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
1627.7
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1620.3
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1612.4
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1609.0
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1600.8
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
1592.2
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1584.8
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
1580.1
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
1579.5
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1567.2
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1566.4
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
1553.5
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1509.5
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
1494.9
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1482.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1466.2
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1447.0
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1445.7
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1436.9
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
1427.9
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1426.0
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1401.8
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1397.7
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1393.4
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1389.7
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1384.9
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
1370.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1366.6
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1358.7
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1358.2
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1355.1
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1351.1
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
1347.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1337.7
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
1330.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1323.9
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1286.3
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
1285.4
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1284.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1283.4
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1279.8
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
1276.5
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1275.1
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1272.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1272.1
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1259.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
1255.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1254.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
1251.3
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
1246.1
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1244.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1241.9
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
1241.2
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1240.5
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1225.4
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1201.0
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1200.7
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1199.2
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1197.1
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1196.0
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1194.5
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1188.7
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1175.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1173.7
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1173.2
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1172.5
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1171.3
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1169.9
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1168.9
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1165.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1163.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1162.0
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1161.8
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1161.6
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1153.7
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1153.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1149.4
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1148.9
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1147.7
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1146.5
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1145.1
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1145.0
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1141.5
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1141.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1138.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1136.8
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1134.0
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1131.2
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1127.9
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
1127.1
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1125.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
1123.8
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1121.5
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1119.8
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1119.0
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1117.6
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1117.1
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1113.8
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
1111.5
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1104.2
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1104.1
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
1103.9
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1102.4
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1099.6
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
1089.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1087.5
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1083.7
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1082.2
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1081.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1080.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1077.5
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1072.2
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1066.7
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
1066.7
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
1066.7
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1064.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
1062.7
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1060.9
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1059.6
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1058.9
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1058.5
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
1056.9
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1053.6
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1050.9
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
1048.4
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1046.8
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1046.0
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1045.1
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
1043.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1042.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1040.2
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1035.3
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
1025.4
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
1021.2
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1019.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1014.8
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
1014.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
1012.1
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1011.3
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1011.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1009.4
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1008.0
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1003.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1001.8
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1001.4
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1000.7
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
997.7
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
997.2
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
988.2
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
987.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
987.1
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
985.0
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
981.7
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
981.5
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
978.7
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
977.8
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
975.1
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
973.4
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
971.7
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
971.6
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
971.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
970.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
969.0
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
968.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
967.1
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
964.2
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
963.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
960.2
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
960.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
959.2
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
959.1
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
956.2
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
947.7
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
943.7
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
942.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
940.2
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
938.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
935.4
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
935.2
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
933.8
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
931.5
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
926.3
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
926.2
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
924.6
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
922.7
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
919.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
919.1
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
916.4
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
914.9
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
908.1
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
907.7
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
907.2
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
906.0
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
905.6
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
902.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
902.0
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
899.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
898.7
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
898.3
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
898.1
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
895.1
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
892.5
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
888.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
887.9
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
886.5
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
881.0
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
880.8
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
880.6
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
878.5
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
877.2
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
877.0
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
876.8
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
874.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
871.6
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
867.8
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
866.9
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
866.7
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
866.1
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
864.8
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
864.8
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
861.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
861.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
859.3
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
858.9
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
855.6
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
854.1
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
853.0
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
849.2
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
848.8
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
848.6
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
847.2
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
846.3
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
845.8
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
840.8
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
840.8
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
839.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
839.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
838.9
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
837.9
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
837.1
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
833.1
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
832.8
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
832.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
831.0
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
829.1
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
826.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
822.1
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
821.9
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
820.7
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
820.0
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
816.7
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
816.0
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
815.5
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
815.4
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
813.4
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
813.0
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
810.9
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
810.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
807.9
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
807.7
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
806.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
805.4
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
805.2
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
805.0
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
803.3
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
803.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
802.7
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
801.3
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
799.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
797.8
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
793.8
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
792.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
792.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
791.8
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
790.7
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
788.0
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
787.6
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
787.5
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
786.2
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
783.0
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
780.3
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
778.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
778.3
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
778.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
776.0
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
775.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
771.8
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
771.0
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
768.9
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
765.4
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
762.7
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
762.3
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
762.3
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
761.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
759.7
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
757.1
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
756.2
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
754.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
754.3
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
752.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
745.4
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
745.3
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
744.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
738.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
738.5
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
736.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
732.4
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
730.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
728.2
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
728.2
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
725.7
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
724.3
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
723.8
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
721.3
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
720.0
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
719.5
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
717.0
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
716.7
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
714.1
TCGA-AA-3977-01A
65 years, male, alive, 761 days
713.5
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
712.2
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
710.1
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
709.9
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
707.7
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
707.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
705.7
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
705.3
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
704.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
703.3
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
702.5
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
700.4
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
698.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
696.5
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
693.9
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
692.4
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
692.0
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
685.8
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
685.0
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
682.4
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
681.9
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
677.7
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
676.8
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
673.0
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
671.4
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
671.1
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
668.0
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
667.7
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
661.5
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
660.2
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
659.4
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
659.2
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
658.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
655.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
654.4
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
654.1
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
652.4
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
651.4
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
651.1
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
650.1
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
646.9
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
640.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
637.9
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
631.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
629.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
627.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
625.6
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
624.5
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
624.4
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
622.3
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
618.3
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
616.5
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
613.3
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
609.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
607.0
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
598.9
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
593.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
593.2
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
592.7
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
587.6
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
584.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
584.3
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
582.4
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
575.7
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
573.8
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
570.3
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
566.8
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
561.9
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
558.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
557.3
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
557.0
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
556.5
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
553.6
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
553.4
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
538.8
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
530.4
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
521.1
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
520.8
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
520.4
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
511.1
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
510.9
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
500.1
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
474.6
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
439.8
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
435.7
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
419.8
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
407.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
393.2
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
291.3
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
268.1
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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