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.
SELENOK is potential prognostic, high expression is unfavorable 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
31.6
Number of samples
362
Samples
Sample
Description
TPM
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
78.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
76.6
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
72.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
70.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
70.5
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
68.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
67.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
62.5
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
61.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
61.3
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
59.1
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
59.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
58.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
56.0
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
55.3
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.5
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
53.6
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
53.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
52.8
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
51.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
50.4
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
49.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
49.0
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
48.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
48.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
48.3
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
48.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
47.7
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
47.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
47.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
47.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
46.8
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
46.3
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
46.2
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
46.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
45.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
45.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
45.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
45.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
45.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
45.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
44.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
44.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
44.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
44.3
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
44.2
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
44.2
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
44.1
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
44.0
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
43.4
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
43.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
43.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
42.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
42.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
42.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
42.2
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
41.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
41.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
41.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
41.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
41.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
41.3
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
41.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
41.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
41.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
40.5
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
40.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
40.4
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
40.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
40.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
39.8
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
39.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
39.5
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
39.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
39.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
39.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
38.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
38.9
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
38.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
38.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
38.5
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
38.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
38.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
38.0
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
37.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
37.9
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
37.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
37.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
37.1
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
37.1
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
36.8
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
36.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
36.8
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
36.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
36.4
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
36.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
36.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
36.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
36.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
36.2
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
36.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
36.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
36.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
35.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
35.8
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
35.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
35.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
35.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
35.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
35.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
35.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
35.1
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
34.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
34.8
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
34.8
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
34.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
34.4
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
34.4
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
34.3
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
34.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
34.0
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
33.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
33.9
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
33.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
33.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
33.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
33.6
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
33.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
33.5
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
33.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
33.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
33.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
33.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
33.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
33.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
33.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
32.9
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
32.7
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
32.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
32.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
32.5
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
32.5
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
32.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
32.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
32.1
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
32.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
32.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
32.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
32.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
31.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
31.8
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
31.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
31.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
31.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
31.4
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
31.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
31.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
31.1
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
30.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
30.8
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
30.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
30.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
30.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
30.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
30.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
30.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
30.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
30.2
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
30.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
30.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
29.9
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
29.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
29.8
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
29.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
29.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
29.7
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
29.7
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
29.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
29.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
29.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
29.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
29.5
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
29.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
29.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
29.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
29.4
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
29.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
29.3
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
29.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
29.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
29.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
29.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
28.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
28.8
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
28.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
28.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
28.7
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
28.6
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
28.6
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
28.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
28.4
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
28.4
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
28.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
28.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
27.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
27.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
27.7
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
27.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
27.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
27.5
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
27.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
27.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
27.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
27.4
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
27.4
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
27.4
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
27.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
27.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
27.0
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
27.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
27.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
27.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
26.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
26.9
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
26.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
26.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
26.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
26.7
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
26.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
26.7
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
26.6
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
26.5
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
26.4
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
26.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
26.3
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
26.2
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
26.0
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
26.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
26.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
25.9
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
25.8
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
25.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
25.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
25.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
25.6
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
25.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
25.5
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
25.4
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
25.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
25.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
25.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
25.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
25.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
25.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
24.9
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
24.9
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
24.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
24.8
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
24.7
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
24.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
24.7
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
24.6
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
24.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
24.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
24.5
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
24.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
24.5
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
24.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
24.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
24.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
24.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
23.9
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
23.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
23.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
23.5
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
23.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
23.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
23.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
23.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
23.3
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
23.2
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
23.1
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
22.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
22.8
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
22.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
22.6
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
22.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
22.6
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
22.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
22.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
22.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
22.4
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
22.4
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
22.4
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
22.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
22.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
22.2
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
22.1
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
21.8
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
21.7
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
21.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
21.6
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
21.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
21.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
21.4
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
21.3
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
21.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
21.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
21.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
21.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
21.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
21.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
20.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
20.9
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
20.9
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
20.5
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
20.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
20.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
20.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
20.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
20.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
19.8
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
19.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
19.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
19.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
19.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
19.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
19.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
19.3
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
19.3
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
19.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
19.2
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
19.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
18.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
18.7
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
18.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
18.5
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
18.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
18.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
18.1
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
18.1
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
18.0
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
17.9
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
17.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
17.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
16.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
16.7
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
16.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
16.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
16.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
16.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
15.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
15.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
15.4
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
15.3
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
14.9
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
14.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
14.7
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
14.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
13.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 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
211
Tumor
1.5
395
Tumor
1.3
697
Tumor
1.2
937
Tumor
1.1
615
Tumor
1.0
535
Tumor
1.0
525
Tumor
1.0
724
Normal
0.9
965
Tumor
0.9
383
Tumor
0.9
963
Tumor
0.9
915
Tumor
0.9
1045
Tumor
0.9
957
Tumor
0.8
487
Tumor
0.8
524
Normal
0.7
385
Tumor
0.7
448
Normal
0.7
516
Normal
0.7
518
Normal
0.7
387
Tumor
0.7
327
Tumor
0.7
447
Tumor
0.6
983
Tumor
0.6
911
Tumor
0.6
878
Normal
0.6
331
Tumor
0.6
328
Normal
0.6
514
Normal
0.6
1015
Tumor
0.6
515
Tumor
0.6
277
Tumor
0.6
536
Normal
0.6
966
Normal
0.6
135
Tumor
0.5
351
Tumor
0.5
517
Tumor
0.5
1046
Normal
0.5
311
Tumor
0.5
628
Normal
0.5
271
Tumor
0.5
866
Normal
0.5
665
Tumor
0.5
573
Tumor
0.5
967
Tumor
0.5
384
Normal
0.5
818
Normal
0.5
223
Tumor
0.5
523
Tumor
0.5
483
Tumor
0.4
1042
Normal
0.4
861
Tumor
0.4
467
Tumor
0.4
867
Tumor
0.4
492
Normal
0.4
1028
Normal
0.4
368
Normal
0.4
661
Tumor
0.4
857
Tumor
0.4
393
Tumor
0.4
698
Normal
0.4
364
Normal
0.4
427
Tumor
0.4
741
Tumor
0.4
484
Normal
0.4
943
Tumor
0.4
1026
Normal
0.4
671
Tumor
0.4
286
Normal
0.4
526
Normal
0.4
341
Tumor
0.4
627
Tumor
0.4
367
Tumor
0.4
498
Normal
0.3
533
Tumor
0.3
231
Tumor
0.3
471
Tumor
0.3
375
Tumor
0.3
396
Normal
0.3
642
Normal
0.3
283
Tumor
0.3
917
Tumor
0.3
481
Tumor
0.3
647
Tumor
0.3
918
Normal
0.3
951
Tumor
0.3
1041
Tumor
0.3
1022
Normal
0.3
1016
Normal
0.3
817
Tumor
0.3
446
Normal
0.3
728
Normal
0.2
672
Normal
0.2
636
Normal
0.2
852
Normal
0.2
913
Tumor
0.2
558
Normal
0.2
721
Tumor
0.2
412
Normal
0.2
816
Normal
0.2
212
Normal
0.2
1044
Normal
0.2
434
Normal
0.2
284
Normal
0.2
964
Normal
0.2
1032
Normal
0.2
357
Tumor
0.2
616
Normal
0.2
722
Normal
0.2
546
Normal
0.2
727
Tumor
0.2
466
Normal
0.2
568
Normal
0.2
497
Tumor
0.2
465
Tumor
0.2
968
Normal
0.2
953
Tumor
0.2
618
Normal
0.2
981
Tumor
0.2
744
Normal
0.2
376
Normal
0.2
137
Tumor
0.2
132
Normal
0.2
455
Tumor
0.2
131
Tumor
0.2
944
Normal
0.2
228
Normal
0.2
171
Tumor
0.2
138
Normal
0.1
422
Normal
0.1
858
Normal
0.1
984
Normal
0.1
954
Normal
0.1
488
Normal
0.1
285
Tumor
0.1
411
Tumor
0.1
355
Tumor
0.1
662
Normal
0.1
148
Normal
0.1
714
Normal
0.1
864
Normal
0.1
545
Tumor
0.1
785
Tumor
0.1
366
Normal
0.1
824
Normal
0.1
982
Normal
0.1
161
Tumor
0.1
363
Tumor
0.1
464
Normal
0.1
922
Normal
0.1
938
Normal
0.1
356
Normal
0.1
685
Tumor
0.1
1014
Normal
0.1
862
Normal
0.1
268
Normal
0.1
494
Normal
0.1
362
Normal
0.1
563
Tumor
0.1
126
Normal
0.1
456
Normal
0.1
572
Normal
0.1
648
Normal
0.1
958
Normal
0.1
635
Tumor
0.1
537
Tumor
0.1
343
Tumor
0.1
975
Tumor
0.1
113
Tumor
0.1
127
Tumor
0.0
463
Tumor
0.0
567
Tumor
0.0
477
Tumor
0.0
474
Normal
0.0
882
Normal
0.0
146
Normal
0.0
527
Tumor
0.0
482
Normal
0.0
978
Normal
0.0
564
Normal
0.0
716
Normal
0.0
415
Tumor
0.0
222
Normal
0.0
142
Normal
0.0
214
Normal
0.0
258
Normal
0.0
777
Tumor
0.0
257
Tumor
0.0
192
Normal
0.0
737
Tumor
0.0
641
Tumor
0.0
617
Tumor
0.0
413
Tumor
0.0
262
Normal
0.0
574
Normal
0.0
478
Normal
0.0
956
Normal
0.0
365
Tumor
0.0
111
Normal
0.0
914
Normal
-0.1
916
Normal
-0.1
955
Tumor
-0.1
218
Normal
-0.1
786
Normal
-0.1
952
Normal
-0.1
554
Normal
-0.1
538
Normal
-0.1
426
Normal
-0.1
344
Normal
-0.1
696
Normal
-0.1
924
Normal
-0.1
868
Normal
-0.1
114
Normal
-0.1
686
Normal
-0.1
297
Tumor
-0.1
416
Normal
-0.1
1025
Tumor
-0.1
232
Normal
-0.1
814
Normal
-0.1
188
Normal
-0.1
664
Normal
-0.1
187
Tumor
-0.1
926
Normal
-0.1
491
Tumor
-0.1
823
Tumor
-0.1
436
Normal
-0.1
884
Normal
-0.1
196
Normal
-0.1
921
Tumor
-0.1
738
Normal
-0.1
513
Tumor
-0.1
386
Normal
-0.1
472
Normal
-0.1
352
Normal
-0.1
468
Normal
-0.1
452
Normal
-0.1
571
Tumor
-0.1
185
Tumor
-0.1
217
Tumor
-0.2
432
Normal
-0.2
445
Tumor
-0.2
1031
Tumor
-0.2
493
Tumor
-0.2
261
Tumor
-0.2
746
Normal
-0.2
125
Tumor
-0.2
227
Tumor
-0.2
278
Normal
-0.2
666
Normal
-0.2
813
Tumor
-0.2
528
Normal
-0.2
213
Tumor
-0.2
534
Normal
-0.2
361
Tumor
-0.2
425
Tumor
-0.2
428
Normal
-0.2
745
Tumor
-0.2
423
Tumor
-0.2
881
Tumor
-0.2
473
Tumor
-0.2
925
Tumor
-0.2
388
Normal
-0.2
851
Tumor
-0.2
353
Tumor
-0.2
224
Normal
-0.2
391
Tumor
-0.2
272
Normal
-0.2
553
Tumor
-0.2
723
Tumor
-0.2
298
Normal
-0.3
742
Normal
-0.3
128
Normal
-0.3
267
Tumor
-0.3
756
Normal
-0.3
977
Tumor
-0.3
874
Normal
-0.3
778
Normal
-0.3
354
Normal
-0.3
312
Normal
-0.3
755
Tumor
-0.3
1027
Tumor
-0.3
444
Normal
-0.3
191
Tumor
-0.3
461
Tumor
-0.3
923
Tumor
-0.3
124
Normal
-0.3
195
Tumor
-0.3
663
Tumor
-0.3
743
Tumor
-0.3
392
Normal
-0.3
451
Tumor
-0.4
342
Normal
-0.4
873
Tumor
-0.4
172
Normal
-0.4
424
Normal
-0.4
162
Normal
-0.4
815
Tumor
-0.4
421
Tumor
-0.4
1013
Tumor
-0.4
431
Tumor
-0.4
145
Tumor
-0.4
414
Normal
-0.4
912
Normal
-0.4
221
Tumor
-0.4
136
Normal
-0.4
1043
Tumor
-0.5
141
Tumor
-0.5
713
Tumor
-0.5
695
Tumor
-0.5
394
Normal
-0.5
332
Normal
-0.5
462
Normal
-0.5
433
Tumor
-0.5
313
Tumor
-0.6
1021
Tumor
-0.6
358
Normal
-0.6
112
Tumor
-0.6
557
Tumor
-0.6
123
Tumor
-0.6
314
Normal
-0.7
976
Normal
-0.7
147
Tumor
-0.7
865
Tumor
-0.7
715
Tumor
-0.8
883
Tumor
-0.8
435
Tumor
-0.8
186
Normal
-0.8
877
Tumor
-0.9
863
Tumor
-0.9
443
Tumor
-1.3
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, 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.