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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.
: 1260.61
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
1163.4
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
5705.4
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
4455.2
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
3759.5
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
3605.8
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
3353.0
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
3329.1
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
3284.8
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
3263.2
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
3237.1
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
3059.3
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
2947.9
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
2880.5
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
2866.6
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
2817.1
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
2812.4
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
2726.5
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
2682.3
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
2665.0
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
2623.7
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
2620.9
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
2569.5
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
2557.4
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
2542.1
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2495.5
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
2431.0
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
2350.0
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2342.3
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
2290.0
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2234.9
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
2229.9
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2229.2
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
2155.0
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
2147.7
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
2070.1
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
2066.7
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
2064.2
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
2056.9
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
2047.7
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
2042.5
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
2016.9
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
2006.4
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
1965.2
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
1948.2
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
1915.4
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1905.6
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
1853.1
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1842.2
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
1830.7
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1829.0
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
1822.3
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
1793.1
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
1788.2
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
1779.3
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
1777.4
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1767.8
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
1744.5
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1744.0
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
1736.2
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
1713.5
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
1712.9
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
1685.4
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
1680.6
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1678.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
1668.4
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
1658.1
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
1644.5
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
1638.8
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
1637.4
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
1629.9
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
1617.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1617.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
1558.7
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
1556.9
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1548.7
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
1531.7
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1524.4
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1511.8
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
1472.9
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
1459.7
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
1448.0
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
1445.8
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1441.6
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
1437.7
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1430.8
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1428.7
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
1420.4
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1418.4
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1417.5
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1415.7
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
1413.5
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
1400.5
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
1395.6
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1394.3
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1389.9
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
1378.5
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1375.3
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
1358.2
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
1348.1
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
1346.4
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1344.9
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
1344.5
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1341.8
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1338.3
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
1335.9
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
1334.5
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
1332.1
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1330.4
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1314.8
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
1307.7
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
1305.5
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1299.0
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
1286.8
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1285.2
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
1280.7
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
1280.6
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
1278.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1267.7
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
1262.9
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
1258.3
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1256.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
1253.4
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
1245.0
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
1238.7
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1233.5
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
1229.7
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
1229.4
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
1227.3
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1223.0
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
1220.2
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
1204.5
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1204.1
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1196.2
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
1194.8
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1191.4
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1190.1
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
1186.6
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
1186.0
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1183.6
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1169.6
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
1163.4
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
1162.8
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
1158.1
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
1149.3
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
1148.3
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
1147.0
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
1139.9
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1139.8
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
1135.5
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
1135.0
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
1124.7
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
1124.3
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1120.5
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1119.5
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
1111.3
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1105.7
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
1097.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
1097.0
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1095.7
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
1095.6
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
1094.2
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
1092.9
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
1092.8
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
1079.2
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
1070.1
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1069.8
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
1062.2
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1052.5
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
1051.7
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1039.4
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
1032.2
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
1023.2
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
1020.1
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
1019.3
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1017.2
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
1016.6
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
1014.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1013.9
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
1013.8
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
1013.0
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1012.3
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
1011.4
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1008.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1000.3
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
988.4
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
988.1
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
976.9
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
975.8
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
973.7
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
973.3
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
973.2
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
972.6
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
972.4
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
970.8
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
968.9
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
967.9
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
964.2
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
962.9
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
962.3
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
959.2
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
952.2
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
943.6
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
943.1
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
936.3
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
934.5
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
930.3
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
925.0
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
923.3
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
922.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
921.7
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
917.7
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
908.0
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
896.8
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
892.5
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
891.5
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
889.6
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
889.2
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
885.4
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
885.4
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
884.2
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
883.1
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
880.4
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
877.3
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
877.1
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
858.7
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
858.4
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
856.3
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
855.3
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
853.0
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
851.3
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
848.9
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
845.5
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
841.3
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
840.6
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
838.2
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
835.0
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
832.1
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
830.8
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
826.8
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
823.0
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
822.5
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
822.2
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
820.2
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
807.5
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
800.7
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
797.1
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
795.6
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
795.5
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
794.8
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
793.9
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
792.5
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
792.1
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
787.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
782.0
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
781.2
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
776.1
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
775.9
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
774.7
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
774.6
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
760.8
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
759.2
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
755.9
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
750.2
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
746.0
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
742.9
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
737.1
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
734.9
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
719.2
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
715.3
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
709.0
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
701.9
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
695.6
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
694.8
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
694.3
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
693.1
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
690.5
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
688.8
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
672.9
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
672.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
672.5
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
670.0
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
666.2
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
665.7
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
662.6
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
662.6
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
662.0
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
661.8
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
661.4
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
656.0
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
655.9
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
646.9
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
639.7
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
639.1
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
637.1
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
631.8
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
625.5
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
618.9
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
618.0
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
614.7
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
613.7
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
610.5
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
610.2
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
609.7
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
609.1
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
597.9
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
589.0
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
587.2
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
575.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
573.0
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
563.5
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
552.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
546.4
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
545.7
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
541.3
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
540.5
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
531.5
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
528.6
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
524.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
524.3
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
514.5
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
514.2
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
512.0
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
507.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
490.9
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
490.8
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
485.4
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
485.0
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
478.1
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
475.9
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
468.9
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
464.8
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
461.8
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
459.3
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
452.2
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
441.6
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
439.7
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
432.0
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
420.9
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
418.2
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
411.5
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
411.4
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
409.1
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
394.9
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
390.3
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
387.0
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
377.0
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
363.6
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
362.0
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
345.2
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
342.6
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
337.5
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
336.8
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
331.2
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
319.8
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
310.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
309.5
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
305.9
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
304.9
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
300.4
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
280.0
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
264.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
246.2
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
176.7
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
160.7
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
35.1
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
3.6
Show all
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
The Human Protein Atlas project is funded
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