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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 cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
1631.7
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
11151.2
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
8073.6
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
7633.1
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
7054.5
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
6948.7
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
6582.1
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
6108.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
5809.6
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
5413.3
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
5040.4
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
5004.4
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
4940.3
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
4906.3
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
4711.5
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
4246.1
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
4193.4
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
4168.3
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
4090.8
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
4074.2
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
4010.3
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
3899.2
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
3833.3
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
3787.9
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
3686.1
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
3580.3
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
3542.6
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
3489.7
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3476.6
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
3451.1
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
3428.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
3427.0
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
3366.0
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
3335.2
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
3319.0
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
3303.9
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
3183.0
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
3181.6
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
3112.7
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
3112.5
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3111.6
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3081.3
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3008.5
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
2964.1
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
2907.4
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
2907.0
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
2852.1
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
2846.3
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
2836.1
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
2834.6
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
2806.1
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
2740.7
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
2730.8
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
2716.4
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
2706.4
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
2687.6
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
2670.0
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
2668.6
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
2650.3
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
2647.3
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
2645.5
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
2630.8
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2610.3
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
2606.1
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
2570.4
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
2570.4
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
2569.5
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
2568.9
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
2567.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
2557.1
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
2549.3
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
2538.9
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
2514.4
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
2510.1
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
2505.0
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
2491.6
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
2486.9
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
2475.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
2455.5
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
2432.8
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
2424.9
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2413.5
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
2398.0
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
2393.1
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
2365.8
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
2354.1
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
2350.3
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
2308.1
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2284.1
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
2244.3
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
2236.3
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2229.2
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
2212.1
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
2173.9
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
2159.2
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
2141.8
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2113.3
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
2093.3
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
2089.0
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
2081.2
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
2079.7
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2077.7
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2061.1
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
2056.7
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
2047.7
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
2024.9
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
2016.5
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
2010.9
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
1999.9
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1989.7
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
1967.5
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
1959.1
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1954.9
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
1951.0
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
1937.9
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
1935.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1932.6
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
1924.6
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
1889.7
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
1875.3
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
1862.1
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
1832.5
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1810.4
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1807.7
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
1807.4
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
1807.4
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
1761.2
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
1751.5
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
1739.4
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
1738.9
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1731.0
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1705.9
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1705.7
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
1697.3
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
1692.9
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1689.1
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1687.0
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
1684.7
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1679.1
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
1665.9
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1643.0
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1635.6
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
1634.5
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
1627.4
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
1605.4
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
1600.7
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1600.3
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1593.3
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
1591.0
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1568.7
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1565.1
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
1560.6
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1533.5
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
1525.7
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1507.1
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
1490.2
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1464.4
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1461.9
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
1448.5
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
1437.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1432.1
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1427.2
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1414.2
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1411.0
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
1408.7
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
1398.5
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
1394.2
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1390.5
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
1383.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1378.9
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1377.0
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1374.0
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
1363.6
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
1357.0
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
1355.2
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1348.3
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1343.6
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
1341.8
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
1331.4
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
1316.1
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1307.1
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1305.5
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1304.8
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
1257.4
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1256.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1253.7
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
1251.8
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
1237.6
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1227.2
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1210.7
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1199.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1185.8
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1154.7
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1145.3
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
1140.9
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
1126.2
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
1115.7
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1110.5
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
1107.0
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
1105.7
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1099.7
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1093.1
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
1091.6
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
1086.0
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1068.0
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1066.9
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
1056.8
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1056.6
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
1055.3
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1053.7
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
1052.0
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
1050.8
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
1033.4
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
1029.9
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1029.7
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1028.2
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1026.5
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
1020.8
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
1017.6
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1008.7
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
1005.3
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1004.5
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
1001.9
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
993.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
992.7
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
992.5
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
984.6
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
966.9
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
965.6
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
959.0
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
936.9
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
936.5
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
935.8
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
931.9
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
930.1
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
922.9
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
892.9
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
884.7
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
881.6
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
873.7
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
871.6
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
869.3
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
865.3
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
857.9
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
852.6
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
851.5
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
849.8
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
847.3
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
838.8
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
835.8
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
832.3
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
830.9
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
826.9
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
822.1
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
819.0
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
809.8
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
798.4
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
781.9
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
780.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
774.8
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
771.3
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
767.5
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
765.5
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
764.4
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
752.7
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
752.4
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
721.2
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
719.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
716.5
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
713.6
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
710.6
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
706.1
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
697.6
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
691.5
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
687.6
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
675.5
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
673.7
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
672.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
671.8
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
664.6
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
656.3
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
650.7
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
646.9
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
643.4
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
638.0
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
637.5
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
620.6
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
620.4
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
611.6
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
610.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
605.4
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
603.2
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
598.8
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
593.6
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
590.0
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
585.6
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
584.6
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
583.0
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
580.4
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
575.9
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
572.9
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
563.2
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
562.6
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
549.3
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
547.9
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
546.6
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
538.3
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
530.7
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
519.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
519.0
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
518.8
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
516.8
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
511.6
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
477.1
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
473.8
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
466.6
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
464.3
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
464.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
452.0
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
445.3
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
437.9
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
434.2
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
428.8
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
408.4
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
403.5
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
390.2
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
385.9
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
377.0
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
370.2
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
367.6
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
366.2
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
363.4
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
358.2
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
356.9
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
344.2
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
342.3
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
305.1
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
303.4
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
300.8
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
292.7
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
288.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
284.6
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
284.4
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
282.8
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
281.2
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
276.8
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
273.0
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
261.9
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
261.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
252.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
250.5
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
247.8
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
239.6
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
234.6
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
234.0
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
224.9
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
218.0
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
212.6
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
180.2
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
177.9
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
163.1
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
156.1
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
122.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
121.4
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
86.3
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
79.2
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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.