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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.
: 539.27
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
1047.0
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
4259.0
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
4062.9
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
3902.5
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
3418.6
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
3348.0
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
3189.1
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
3055.8
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
2899.1
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
2808.8
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
2785.6
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
2756.2
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
2665.7
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2648.6
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
2632.0
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
2628.8
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
2562.0
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2397.6
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
2373.6
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
2365.9
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
2335.8
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
2326.8
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
2325.1
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2286.3
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2286.0
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2282.0
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
2264.4
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
2247.9
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
2228.2
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2226.9
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
2224.4
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
2212.8
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
2196.3
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
2133.2
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
2094.7
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
2084.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
2043.6
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
2034.7
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
2025.3
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
1988.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
1917.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
1911.1
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
1910.6
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
1899.5
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
1899.4
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1892.4
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1880.6
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
1878.5
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
1877.4
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
1875.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1859.9
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
1847.2
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
1843.7
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
1838.0
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1832.3
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1832.2
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1830.7
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1830.6
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
1822.6
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
1813.3
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1812.1
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
1797.5
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1775.5
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
1766.5
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
1766.3
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
1762.8
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
1761.7
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
1756.6
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1754.0
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1733.3
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
1718.2
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
1715.3
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1694.2
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
1671.0
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
1662.9
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
1648.1
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
1599.6
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
1596.3
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
1596.2
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
1592.0
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1588.2
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1577.3
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
1568.6
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1562.5
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
1558.7
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
1555.1
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
1547.7
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1542.6
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1541.4
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1536.8
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
1530.6
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
1519.7
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1507.5
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1506.4
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
1505.8
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1502.4
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
1495.9
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
1494.1
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
1489.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
1488.6
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
1481.6
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1481.5
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1476.6
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
1473.7
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
1462.1
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1434.2
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
1432.0
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
1425.7
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1400.9
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
1398.9
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
1389.6
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1383.2
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
1379.9
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1373.9
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
1360.2
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1355.2
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
1355.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1351.2
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
1341.3
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
1339.1
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
1336.5
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
1332.4
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
1330.7
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1328.8
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
1316.9
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
1295.4
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
1282.0
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
1280.3
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
1280.0
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
1274.0
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1269.5
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1265.4
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
1264.7
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
1255.9
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1236.7
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1231.5
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
1231.5
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
1227.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
1200.8
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
1181.1
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1172.3
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1146.1
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
1141.9
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
1141.4
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
1140.0
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
1137.8
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
1136.4
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
1135.6
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
1133.2
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
1131.7
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
1127.7
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1127.2
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
1120.7
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1111.5
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1106.7
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
1098.4
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1098.1
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1077.2
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1071.1
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
1067.5
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
1061.2
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1060.6
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
1059.9
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1059.2
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
1058.3
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
1041.2
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
1022.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
1015.8
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
1002.3
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
982.5
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
962.1
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
957.7
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
953.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
953.2
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
952.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
944.1
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
934.7
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
933.0
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
932.8
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
926.8
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
922.2
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
921.9
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
906.6
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
904.0
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
903.2
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
895.6
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
891.8
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
884.0
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
882.4
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
870.4
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
864.6
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
842.3
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
840.9
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
838.0
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
828.0
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
819.8
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
818.3
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
814.7
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
814.1
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
811.7
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
811.6
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
810.8
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
809.8
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
806.1
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
804.2
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
801.1
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
801.1
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
798.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
796.1
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
782.9
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
780.2
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
775.7
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
771.2
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
761.6
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
755.0
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
753.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
746.4
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
740.4
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
738.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
732.6
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
726.6
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
726.1
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
721.4
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
718.4
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
717.8
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
712.3
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
704.1
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
698.1
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
678.3
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
676.8
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
666.3
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
655.9
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
646.8
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
644.1
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
640.8
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
640.6
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
631.3
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
618.0
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
617.7
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
615.4
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
595.2
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
586.6
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
583.7
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
580.9
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
567.7
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
565.8
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
563.3
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
561.6
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
559.7
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
550.5
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
548.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
541.5
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
537.1
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
533.5
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
521.3
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
519.3
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
511.8
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
504.9
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
504.2
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
501.4
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
495.0
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
485.5
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
482.5
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
477.4
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
473.0
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
467.0
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
466.9
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
465.6
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
463.6
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
461.7
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
449.1
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
444.2
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
416.6
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
416.3
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
415.3
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
415.0
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
415.0
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
399.1
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
397.1
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
388.8
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
383.5
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
380.0
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
372.5
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
370.2
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
362.7
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
359.6
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
359.0
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
351.5
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
351.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
348.5
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
337.4
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
334.2
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
328.6
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
324.5
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
324.4
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
319.4
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
310.7
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
309.6
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
300.6
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
298.9
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
298.1
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
297.5
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
280.8
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
279.5
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
276.1
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
275.6
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
273.8
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
273.4
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
268.7
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
262.3
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
254.1
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
249.4
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
242.8
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
239.6
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
230.4
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
224.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
221.9
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
221.2
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
219.5
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
213.3
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
211.1
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
203.4
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
202.5
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
199.9
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
198.2
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
195.3
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
194.2
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
192.0
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
188.2
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
180.0
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
177.1
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
174.0
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
171.7
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
164.5
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
162.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
161.1
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
148.6
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
148.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
147.0
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
146.6
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
140.0
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
139.0
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
134.6
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
133.1
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
131.5
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
123.0
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
121.5
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
121.1
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
118.1
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
105.7
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
104.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
79.3
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
78.6
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
76.9
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
53.7
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
52.2
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
50.8
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
49.1
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
45.2
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
37.9
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
37.2
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
36.3
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
34.5
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
32.6
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
29.5
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
12.8
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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