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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.
MYORG is not prognostic in Liver Hepatocellular Carcinoma (TCGA)
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 average 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 TPM
15.6
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
82.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
81.4
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
61.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
60.9
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
57.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
55.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
53.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
47.8
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
46.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
44.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
43.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
42.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
42.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
41.2
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
41.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
40.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
39.3
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
38.8
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
38.4
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
38.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
37.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
37.4
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
36.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
36.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
35.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
35.5
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
35.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
34.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
34.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
34.4
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
33.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
33.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
33.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
32.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
32.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
32.3
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
32.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
31.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
31.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
30.8
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
30.3
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
30.1
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
29.6
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
28.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
28.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
28.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
28.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
28.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
28.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
27.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
27.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
27.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
27.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
27.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
26.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
26.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
26.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
26.0
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
25.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
24.9
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
24.8
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
24.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
24.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
24.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
24.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
24.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
23.9
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
23.8
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
23.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
23.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
23.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
23.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
22.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
22.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
21.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
21.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
21.0
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
21.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
20.9
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
20.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
20.8
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
20.7
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
20.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
20.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
20.6
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
20.3
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
20.3
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
20.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
20.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
20.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
19.5
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
19.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
19.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
19.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
19.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
19.1
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
19.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
18.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
18.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
18.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
18.6
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
18.6
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
18.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
18.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
18.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
17.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
17.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
17.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
17.4
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
17.3
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
17.2
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
17.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
17.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
17.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
17.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
16.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
16.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
16.7
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
16.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
16.6
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
16.6
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
16.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
16.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
16.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
16.3
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
16.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
16.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
16.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
16.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
15.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
15.7
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
15.7
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
15.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
15.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
15.6
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
15.5
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
15.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
15.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
14.9
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
14.8
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
14.8
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
14.8
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
14.8
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
14.7
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
14.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
14.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
14.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
14.5
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
14.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
14.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
14.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
14.4
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
14.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
14.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
14.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
14.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
13.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
13.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
13.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
13.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
13.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
13.6
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
13.6
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
13.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
13.5
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
13.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
13.4
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
13.3
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
13.3
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
13.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
13.3
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
13.3
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
13.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
13.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
12.8
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
12.8
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
12.7
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
12.7
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
12.7
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
12.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
12.6
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
12.6
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
12.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
12.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
12.5
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
12.5
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
12.3
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
12.3
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
12.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
12.1
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
12.0
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
12.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
12.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
12.0
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
12.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
12.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
11.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
11.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
11.8
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
11.8
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
11.7
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
11.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
11.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
11.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
11.4
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
11.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
11.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
11.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
11.2
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
11.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
11.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
10.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
10.8
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
10.7
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
10.7
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
10.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
10.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
10.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
10.4
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
10.4
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
10.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
10.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
10.1
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
10.0
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
10.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
9.9
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
9.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
9.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
9.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
9.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
9.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
9.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
9.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
9.6
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
9.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
9.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
9.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
9.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
9.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
9.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
9.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
9.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
9.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
9.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
9.1
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
9.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
9.0
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
9.0
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
9.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
9.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
8.9
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
8.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
8.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.8
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
8.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
8.8
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
8.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
8.4
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
8.4
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
8.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
8.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
8.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
8.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
8.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
8.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
8.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
8.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
8.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
8.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
7.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
7.8
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
7.8
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
7.8
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
7.8
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
7.7
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
7.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
7.6
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
7.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
7.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
7.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
7.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
7.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
7.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
7.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
7.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
7.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
7.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
6.9
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
6.9
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
6.7
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
6.5
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
6.5
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
6.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
6.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
6.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
5.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
5.9
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
5.9
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
5.9
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
5.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
5.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
5.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
5.6
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
5.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
5.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
5.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
5.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
5.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
5.2
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
5.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
5.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
5.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
5.0
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
5.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
4.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
4.8
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
4.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
4.6
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
4.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
4.4
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
4.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
4.3
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
4.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
4.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
4.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
4.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
3.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
3.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
3.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
3.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
3.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
3.6
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
3.6
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
3.5
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
3.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
3.4
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
3.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
3.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
3.2
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
3.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
3.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
3.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
3.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
3.0
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
2.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
2.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
2.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
2.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
2.7
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
2.7
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
2.7
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
2.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
2.6
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
2.5
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
1.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
1.2
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
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.
Survival analysis data not available.
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
727
Tumor
2.3
171
Tumor
1.3
863
Tumor
1.1
741
Tumor
1.0
965
Tumor
0.8
1043
Tumor
0.7
365
Tumor
0.7
131
Tumor
0.7
393
Tumor
0.6
715
Tumor
0.6
267
Tumor
0.6
465
Tumor
0.6
413
Tumor
0.6
435
Tumor
0.6
358
Normal
0.6
162
Normal
0.6
481
Tumor
0.6
258
Normal
0.6
777
Tumor
0.6
648
Normal
0.5
618
Normal
0.5
423
Tumor
0.5
477
Tumor
0.5
515
Tumor
0.5
147
Tumor
0.5
627
Tumor
0.5
186
Normal
0.5
462
Normal
0.5
884
Normal
0.5
136
Normal
0.5
172
Normal
0.5
955
Tumor
0.5
636
Normal
0.5
416
Normal
0.5
737
Tumor
0.4
356
Normal
0.4
877
Tumor
0.4
857
Tumor
0.4
926
Normal
0.4
533
Tumor
0.4
482
Normal
0.4
272
Normal
0.4
981
Tumor
0.4
534
Normal
0.4
938
Normal
0.4
123
Tumor
0.4
742
Normal
0.4
964
Normal
0.4
851
Tumor
0.4
357
Tumor
0.4
196
Normal
0.4
878
Normal
0.4
1032
Normal
0.4
426
Normal
0.4
132
Normal
0.4
464
Normal
0.4
222
Normal
0.4
882
Normal
0.4
128
Normal
0.4
148
Normal
0.4
111
Normal
0.4
1026
Normal
0.4
428
Normal
0.4
664
Normal
0.3
922
Normal
0.3
868
Normal
0.3
436
Normal
0.3
862
Normal
0.3
342
Normal
0.3
786
Normal
0.3
921
Tumor
0.3
422
Normal
0.3
514
Normal
0.3
695
Tumor
0.3
328
Normal
0.3
412
Normal
0.3
714
Normal
0.3
858
Normal
0.3
466
Normal
0.3
195
Tumor
0.3
554
Normal
0.3
112
Tumor
0.3
628
Normal
0.3
785
Tumor
0.3
432
Normal
0.3
411
Tumor
0.3
433
Tumor
0.3
915
Tumor
0.3
314
Normal
0.3
414
Normal
0.3
572
Normal
0.3
523
Tumor
0.3
188
Normal
0.3
452
Normal
0.3
1021
Tumor
0.2
1016
Normal
0.2
738
Normal
0.2
376
Normal
0.2
666
Normal
0.2
366
Normal
0.2
1022
Normal
0.2
262
Normal
0.2
864
Normal
0.2
114
Normal
0.2
546
Normal
0.2
518
Normal
0.2
261
Tumor
0.2
456
Normal
0.2
141
Tumor
0.2
516
Normal
0.2
568
Normal
0.2
394
Normal
0.2
312
Normal
0.2
663
Tumor
0.2
284
Normal
0.2
956
Normal
0.2
743
Tumor
0.2
278
Normal
0.2
187
Tumor
0.2
448
Normal
0.2
396
Normal
0.2
424
Normal
0.2
388
Normal
0.2
268
Normal
0.2
1031
Tumor
0.2
918
Normal
0.2
852
Normal
0.2
911
Tumor
0.2
138
Normal
0.2
271
Tumor
0.2
967
Tumor
0.2
451
Tumor
0.2
685
Tumor
0.2
1046
Normal
0.2
874
Normal
0.2
944
Normal
0.2
647
Tumor
0.2
137
Tumor
0.2
723
Tumor
0.2
232
Normal
0.2
716
Normal
0.2
963
Tumor
0.2
446
Normal
0.2
362
Normal
0.1
662
Normal
0.1
881
Tumor
0.1
517
Tumor
0.1
867
Tumor
0.1
461
Tumor
0.1
564
Normal
0.1
286
Normal
0.1
1027
Tumor
0.1
364
Normal
0.1
227
Tumor
0.1
494
Normal
0.1
746
Normal
0.1
861
Tumor
0.1
142
Normal
0.1
824
Normal
0.1
528
Normal
0.1
126
Normal
0.1
724
Normal
0.1
221
Tumor
0.1
113
Tumor
0.1
1042
Normal
0.1
665
Tumor
0.1
468
Normal
0.1
574
Normal
0.1
354
Normal
0.1
778
Normal
0.1
228
Normal
0.1
728
Normal
0.1
513
Tumor
0.1
982
Normal
0.1
277
Tumor
0.1
968
Normal
0.1
218
Normal
0.1
214
Normal
0.1
937
Tumor
0.1
818
Normal
0.1
1028
Normal
0.0
696
Normal
0.0
386
Normal
0.0
616
Normal
0.0
943
Tumor
0.0
966
Normal
0.0
952
Normal
0.0
1045
Tumor
0.0
191
Tumor
0.0
924
Normal
0.0
285
Tumor
0.0
916
Normal
0.0
415
Tumor
0.0
698
Normal
0.0
332
Normal
0.0
146
Normal
0.0
816
Normal
0.0
558
Normal
0.0
145
Tumor
0.0
361
Tumor
0.0
231
Tumor
0.0
463
Tumor
0.0
976
Normal
0.0
912
Normal
0.0
298
Normal
0.0
1015
Tumor
0.0
756
Normal
0.0
257
Tumor
0.0
745
Tumor
0.0
1044
Normal
0.0
713
Tumor
0.0
127
Tumor
0.0
185
Tumor
0.0
914
Normal
0.0
571
Tumor
-0.1
344
Normal
-0.1
368
Normal
-0.1
445
Tumor
-0.1
615
Tumor
-0.1
958
Normal
-0.1
472
Normal
-0.1
873
Tumor
-0.1
124
Normal
-0.1
297
Tumor
-0.1
192
Normal
-0.1
953
Tumor
-0.1
493
Tumor
-0.1
954
Normal
-0.1
553
Tumor
-0.1
217
Tumor
-0.1
392
Normal
-0.1
161
Tumor
-0.1
977
Tumor
-0.1
447
Tumor
-0.1
484
Normal
-0.1
434
Normal
-0.2
557
Tumor
-0.2
327
Tumor
-0.2
363
Tumor
-0.2
341
Tumor
-0.2
917
Tumor
-0.2
343
Tumor
-0.2
212
Normal
-0.2
353
Tumor
-0.2
817
Tumor
-0.2
617
Tumor
-0.2
125
Tumor
-0.2
483
Tumor
-0.2
384
Normal
-0.2
313
Tumor
-0.2
722
Normal
-0.2
984
Normal
-0.3
978
Normal
-0.3
672
Normal
-0.3
635
Tumor
-0.3
427
Tumor
-0.3
425
Tumor
-0.3
1025
Tumor
-0.3
526
Normal
-0.3
213
Tumor
-0.3
474
Normal
-0.3
814
Normal
-0.3
686
Normal
-0.3
331
Tumor
-0.4
352
Normal
-0.4
478
Normal
-0.4
488
Normal
-0.4
923
Tumor
-0.4
545
Tumor
-0.4
1013
Tumor
-0.4
975
Tumor
-0.4
387
Tumor
-0.4
951
Tumor
-0.4
744
Normal
-0.4
671
Tumor
-0.4
755
Tumor
-0.4
524
Normal
-0.4
883
Tumor
-0.5
355
Tumor
-0.5
421
Tumor
-0.5
721
Tumor
-0.5
497
Tumor
-0.5
567
Tumor
-0.5
537
Tumor
-0.5
224
Normal
-0.5
391
Tumor
-0.5
527
Tumor
-0.5
492
Normal
-0.5
471
Tumor
-0.5
498
Normal
-0.5
865
Tumor
-0.5
823
Tumor
-0.5
563
Tumor
-0.6
135
Tumor
-0.6
913
Tumor
-0.6
536
Normal
-0.6
223
Tumor
-0.6
642
Normal
-0.6
866
Normal
-0.6
641
Tumor
-0.6
525
Tumor
-0.6
395
Tumor
-0.6
538
Normal
-0.6
1041
Tumor
-0.7
957
Tumor
-0.7
467
Tumor
-0.7
473
Tumor
-0.7
487
Tumor
-0.7
813
Tumor
-0.7
375
Tumor
-0.7
573
Tumor
-0.7
351
Tumor
-0.7
697
Tumor
-0.8
431
Tumor
-0.8
1014
Normal
-0.8
455
Tumor
-0.8
925
Tumor
-0.8
283
Tumor
-0.8
661
Tumor
-0.8
983
Tumor
-0.9
491
Tumor
-0.9
385
Tumor
-1.0
815
Tumor
-1.0
383
Tumor
-1.0
444
Normal
-1.1
367
Tumor
-1.1
535
Tumor
-1.2
443
Tumor
-1.4
311
Tumor
-1.4
211
Tumor
-1.9
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.