We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GC is prognostic, high expression is favorable in liver cancer
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
1016.1
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
3519.3
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
3225.7
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
3054.7
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
2939.2
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
2857.4
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
2819.8
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
2592.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
2583.3
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
2440.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
2352.6
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
2253.9
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
2253.0
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2199.0
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
2182.5
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
2145.7
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
2130.4
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
2129.3
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
2113.6
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
2101.0
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
2095.3
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
2065.7
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
2053.0
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
2034.7
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
2012.7
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
1997.3
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1989.0
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1976.4
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1952.6
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
1938.5
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
1928.8
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1924.7
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1920.8
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
1907.7
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
1897.0
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
1894.7
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1876.9
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
1876.6
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
1860.3
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
1851.2
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
1811.7
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
1806.9
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
1804.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
1793.3
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
1777.0
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1761.7
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
1756.4
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
1738.0
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
1736.9
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
1731.9
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
1705.6
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
1692.0
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
1682.6
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
1668.6
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
1667.7
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1645.9
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
1643.8
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
1609.3
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
1601.8
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
1587.2
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1586.3
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
1582.1
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1578.2
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1573.0
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
1563.0
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1558.3
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
1542.6
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
1538.9
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
1532.7
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1515.3
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1513.9
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
1511.0
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
1507.7
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
1491.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
1486.7
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
1482.5
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
1478.6
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1477.8
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1467.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1467.7
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
1454.5
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1453.8
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
1451.9
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
1436.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
1423.3
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
1410.0
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1397.9
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1395.6
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
1381.9
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
1378.2
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
1352.9
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
1352.0
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
1348.0
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
1346.8
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
1330.1
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
1318.1
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1303.9
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1302.6
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1300.1
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1295.6
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1293.1
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
1288.7
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1282.0
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1276.4
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
1267.2
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
1266.8
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
1259.2
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
1259.0
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
1257.4
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1243.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
1242.0
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1241.2
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1217.5
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
1212.7
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
1201.1
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1194.7
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1193.2
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
1192.6
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
1191.5
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
1189.0
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
1186.5
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
1177.4
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
1174.8
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
1174.3
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1154.0
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
1152.1
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
1149.8
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
1149.6
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1147.8
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1142.9
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
1136.9
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1134.4
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
1131.7
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
1130.1
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
1117.4
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1115.6
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
1110.7
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
1110.6
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1104.9
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1101.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
1088.0
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
1074.1
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
1071.2
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
1071.1
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1058.8
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1046.2
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
1042.6
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
1039.7
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1037.2
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
1030.6
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
1029.6
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
1028.1
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1019.5
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
1017.9
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
1014.8
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1009.6
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1007.3
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1003.9
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
998.0
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
978.8
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
978.0
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
977.2
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
974.5
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
970.8
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
970.4
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
969.9
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
969.6
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
966.0
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
965.4
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
956.6
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
953.8
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
952.3
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
950.2
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
949.4
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
947.6
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
947.5
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
946.6
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
943.8
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
935.4
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
925.1
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
918.7
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
915.3
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
912.6
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
911.6
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
911.1
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
905.1
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
904.0
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
900.2
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
897.4
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
894.3
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
892.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
878.1
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
873.8
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
868.1
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
864.8
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
861.2
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
859.0
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
850.3
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
849.9
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
841.3
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
840.4
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
838.5
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
831.1
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
824.0
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
817.0
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
813.0
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
807.2
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
807.2
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
799.4
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
789.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
785.7
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
784.3
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
781.7
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
781.4
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
780.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
778.9
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
777.8
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
776.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
776.2
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
774.6
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
774.3
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
771.9
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
768.6
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
764.2
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
762.3
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
760.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
759.6
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
759.2
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
754.7
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
753.4
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
750.0
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
747.4
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
746.4
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
746.2
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
741.0
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
740.6
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
740.4
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
737.0
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
734.1
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
732.7
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
715.3
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
712.3
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
712.1
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
709.1
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
707.7
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
705.9
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
704.8
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
703.6
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
689.7
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
687.7
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
687.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
686.5
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
683.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
675.6
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
674.0
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
672.1
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
671.7
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
670.6
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
668.5
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
663.1
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
661.1
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
649.5
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
648.5
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
643.9
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
637.8
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
635.5
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
634.1
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
625.4
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
621.7
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
619.4
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
616.1
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
609.5
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
607.3
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
599.0
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
596.1
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
588.9
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
578.0
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
577.5
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
574.1
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
571.4
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
570.3
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
570.0
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
569.8
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
560.0
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
547.3
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
539.4
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
539.4
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
539.3
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
533.3
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
532.8
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
532.8
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
524.7
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
524.7
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
521.7
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
519.3
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
516.8
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
514.9
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
511.9
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
511.2
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
506.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
502.0
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
498.8
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
496.7
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
493.2
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
489.2
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
474.8
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
469.2
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
460.0
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
458.9
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
456.2
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
449.6
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
448.1
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
448.1
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
444.2
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
441.2
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
440.4
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
437.9
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
430.0
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
422.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
422.0
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
404.3
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
402.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
402.3
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
401.0
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
400.5
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
389.7
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
389.3
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
367.4
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
350.0
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
345.9
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
327.4
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
323.8
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
322.2
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
318.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
318.6
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
312.5
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
304.0
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
288.4
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
283.1
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
282.6
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
254.6
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
241.5
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
239.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
238.7
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
188.5
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
153.0
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
149.1
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
148.0
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
130.7
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
129.1
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
113.0
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
110.5
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
101.9
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
101.7
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
97.9
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
97.2
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
83.9
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
73.2
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
56.5
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
49.8
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
29.3
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
28.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
26.5
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
1.6
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
0.7
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
0.6
Show allShow less
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
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.