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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.
DDTL is potential prognostic, high expression is favorable 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
6.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
59.7
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
38.6
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
36.1
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
29.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
24.4
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
24.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
23.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
22.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
20.4
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
19.5
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
19.5
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
18.7
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
18.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
18.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
18.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
16.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
16.6
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
16.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
16.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
15.9
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
15.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
15.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
15.4
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
15.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
15.3
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
15.1
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
14.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
14.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
14.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
14.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
14.1
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
13.8
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
13.8
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
13.7
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
13.5
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
13.5
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
13.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
13.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
13.2
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
13.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
12.9
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
12.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
11.8
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
11.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
11.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
11.3
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
11.3
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
11.2
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
11.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
11.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
11.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
10.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
10.7
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
10.7
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
10.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
10.6
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
10.6
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
10.4
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
10.4
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
10.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
10.1
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
10.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
10.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
10.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
10.0
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
10.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
10.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
9.8
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
9.8
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
9.8
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
9.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
9.7
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
9.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
9.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
9.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
9.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
9.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
9.4
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
9.4
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
9.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
9.4
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
9.3
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
9.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
9.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
9.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
9.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
9.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
9.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
9.1
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
9.1
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
9.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
9.0
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
8.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
8.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
8.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
8.7
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
8.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
8.5
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
8.4
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
8.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
8.4
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
8.4
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
8.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
8.4
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
8.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
8.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
8.3
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
8.2
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
8.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
8.1
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
8.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
8.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
8.0
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
7.9
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
7.8
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
7.8
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
7.7
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
7.6
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
7.6
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
7.6
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
7.5
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
7.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
7.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
7.4
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
7.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
7.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
7.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
7.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
7.2
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
7.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
7.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
7.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
7.1
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
7.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
7.0
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
7.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
6.9
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
6.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
6.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
6.8
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
6.8
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
6.8
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
6.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
6.7
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
6.7
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
6.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
6.6
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
6.6
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
6.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
6.6
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
6.5
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
6.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
6.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
6.4
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
6.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
6.1
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
6.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
6.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
6.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
6.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
6.0
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
6.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
6.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
6.0
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
5.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
5.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
5.9
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
5.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
5.7
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
5.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
5.6
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
5.6
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
5.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
5.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
5.5
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
5.4
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
5.4
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
5.4
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
5.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
5.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
5.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
5.2
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
5.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
5.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
5.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
5.1
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
5.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
5.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
5.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
4.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
4.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
4.9
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
4.9
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
4.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
4.7
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
4.7
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
4.7
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
4.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
4.6
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
4.5
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
4.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
4.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
4.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
4.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
4.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
4.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
4.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
4.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
4.2
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
4.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
4.1
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
4.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
4.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
4.0
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
4.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
3.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
3.9
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
3.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
3.8
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
3.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
3.7
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
3.7
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
3.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
3.7
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
3.7
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
3.6
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
3.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
3.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
3.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
3.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
3.3
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
3.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
3.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
3.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
3.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
3.2
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
3.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
3.2
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
3.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
3.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
3.1
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
3.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
3.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
2.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
2.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
2.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
2.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.7
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
2.7
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
2.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
2.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
2.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
2.6
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.6
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.6
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
2.5
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
2.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
2.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
2.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
2.3
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
2.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
2.3
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
2.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
2.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
2.2
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
2.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
2.2
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
2.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
2.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
2.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
2.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
2.0
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
2.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
2.0
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
2.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
1.9
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
1.8
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
1.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
1.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
1.7
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
1.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
1.6
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
1.6
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
1.6
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
1.5
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
1.5
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
1.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
1.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
1.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
1.5
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
1.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
1.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
1.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
1.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
1.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
1.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
1.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
1.2
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.2
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
1.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
1.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
1.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
1.1
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
1.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
1.0
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.9
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.8
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.8
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.8
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.7
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.7
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
0.7
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.6
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.6
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.0
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.0
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.0
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
0.0
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 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.
DDTL is not prognostic in Liver Hepatocellular Carcinoma (validation)
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
55.9
Number of samples
231
Samples
Sample
Description
TPM
DO50839
0 years, female, NA, stage:3, alive, 330 days
299.0
DO23508
0 years, female, NA, stage:2, alive, 390 days
253.7
DO23525
0 years, male, NA, stage:4, alive, 1050 days
223.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
179.5
DO45161
0 years, male, NA, stage:2, dead, 540 days
173.4
DO50814
0 years, male, NA, stage:3, alive, 420 days
160.4
DO45241
0 years, male, NA, stage:1, alive, 1080 days
149.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
145.8
DO45215
0 years, male, NA, stage:2, alive, 1170 days
132.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
131.9
DO45125
0 years, male, NA, stage:3, alive, 1680 days
127.4
DO50806
0 years, male, NA, stage:4, alive, 540 days
123.8
DO50776
0 years, male, NA, stage:1, alive, 690 days
119.4
DO45159
0 years, male, NA, stage:3, alive, 1470 days
117.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
114.6
DO50811
0 years, male, NA, stage:1, alive, 450 days
111.3
DO45101
0 years, male, NA, stage:2, alive, 1680 days
109.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
108.3
DO45253
0 years, male, NA, stage:2, alive, 870 days
108.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
107.9
DO50789
0 years, female, NA, stage:2, alive, 570 days
107.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
104.6
DO45179
0 years, female, NA, stage:2, alive, 600 days
102.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
101.7
DO50804
0 years, male, NA, stage:2, alive, 720 days
101.4
DO50809
0 years, male, NA, stage:3, dead, 720 days
101.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
100.5
DO227801
0 years, female, NA, stage:1, alive, 660 days
97.1
DO48747
0 years, male, NA, stage:3, alive, 540 days
96.9
DO45107
0 years, female, NA, stage:2, alive, 1710 days
96.8
DO48701
0 years, male, NA, stage:2, alive, 780 days
95.9
DO23546
0 years, male, NA, stage:2, alive, 1050 days
94.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
92.3
DO23528
0 years, female, NA, stage:2, alive, 1020 days
91.8
DO45123
0 years, female, NA, stage:2, dead, 570 days
90.9
DO45153
0 years, female, NA, stage:2, alive, 1380 days
90.4
DO48751
0 years, male, NA, stage:2, dead, 480 days
90.3
DO50805
0 years, male, NA, stage:2, alive, 690 days
89.8
DO23540
0 years, male, NA, stage:1, alive, 750 days
89.7
DO23534
0 years, male, NA, stage:2, alive, 840 days
86.1
DO50840
0 years, male, NA, stage:2, alive, 330 days
84.9
DO23510
0 years, female, NA, stage:2, alive, 870 days
83.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
83.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
82.1
DO50815
0 years, male, NA, stage:3, alive, 150 days
80.8
DO23545
0 years, male, NA, stage:2, dead, 570 days
79.8
DO50845
0 years, male, NA, stage:3, alive, 210 days
78.2
DO50855
0 years, male, NA, stage:2, alive, 570 days
78.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
75.7
DO23548
0 years, female, NA, stage:1, alive, 840 days
75.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
74.5
DO23518
0 years, male, NA, stage:2, alive, 1320 days
74.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
74.1
DO45261
0 years, male, NA, stage:3, alive, 990 days
72.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
72.5
DO50844
0 years, male, NA, stage:4, alive, 300 days
72.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
71.7
DO48672
0 years, male, NA, stage:2, alive, 450 days
70.5
DO45255
0 years, male, NA, stage:3, alive, 720 days
70.3
DO45099
0 years, male, NA, stage:3, alive, 1590 days
69.8
DO50807
0 years, male, NA, stage:1, alive, 540 days
69.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
68.1
DO45199
0 years, female, NA, stage:2, alive, 1350 days
67.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
66.9
DO48716
0 years, male, NA, stage:2, alive, 720 days
66.7
DO45109
0 years, male, NA, stage:2, alive, 1590 days
65.5
DO23515
0 years, male, NA, stage:2, alive, 1230 days
65.0
DO50787
0 years, male, NA, stage:3, alive, 480 days
64.9
DO23512
0 years, male, NA, stage:1, alive, 1260 days
64.8
DO45167
0 years, male, NA, stage:2, dead, 1440 days
64.3
DO48677
0 years, male, NA, stage:3, alive, 1140 days
64.0
DO50825
0 years, male, NA, stage:2, alive, 390 days
63.5
DO45191
0 years, female, NA, stage:2, alive, 1200 days
62.5
DO48730
0 years, female, NA, stage:2, alive, 630 days
62.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
62.3
DO45203
0 years, female, NA, stage:2, alive, 1170 days
62.0
DO50819
0 years, female, NA, stage:2, alive, 510 days
61.2
DO45131
0 years, male, NA, stage:4, dead, 360 days
61.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
61.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
61.0
DO23521
0 years, male, NA, stage:3, alive, 1110 days
61.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
60.8
DO48715
0 years, female, NA, stage:2, dead, 690 days
60.6
DO45141
0 years, male, NA, stage:2, alive, 1320 days
60.3
DO45201
0 years, male, NA, stage:1, alive, 900 days
60.1
DO23539
0 years, male, NA, stage:1, alive, 1110 days
59.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
59.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
58.7
DO45217
0 years, female, NA, stage:3, dead, 270 days
58.6
DO45223
0 years, male, NA, stage:4, alive, 1020 days
58.2
DO45092
0 years, male, NA, stage:4, dead, 1200 days
57.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
56.9
DO48759
0 years, male, NA, stage:3, alive, 720 days
56.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
56.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
55.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
54.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
54.0
DO50817
0 years, male, NA, stage:2, alive, 390 days
52.6
DO48760
0 years, female, NA, stage:2, alive, 690 days
51.4
DO48717
0 years, male, NA, stage:4, dead, 180 days
51.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
51.2
DO45096
0 years, male, NA, stage:2, dead, 1290 days
50.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
50.1
DO45213
0 years, male, NA, stage:1, alive, 1200 days
49.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
49.9
DO45259
0 years, male, NA, stage:3, alive, 330 days
49.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
49.5
DO23527
0 years, male, NA, stage:1, alive, 1050 days
48.8
DO45103
0 years, male, NA, stage:3, alive, 450 days
47.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
47.4
DO45225
0 years, male, NA, stage:1, alive, 1050 days
47.1
DO23550
0 years, male, NA, stage:1, alive, 990 days
47.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
47.0
DO45267
0 years, male, NA, stage:3, dead, 570 days
46.9
DO48733
0 years, male, NA, stage:2, alive, 600 days
46.2
DO227643
0 years, male, NA, stage:2, alive, 1260 days
46.1
DO45173
0 years, male, NA, stage:3, alive, 1170 days
45.8
DO23532
0 years, female, NA, stage:1, alive, 960 days
45.2
DO48761
0 years, male, NA, stage:2, alive, 870 days
45.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
44.6
DO45237
0 years, male, NA, stage:2, alive, 900 days
44.6
DO45221
0 years, female, NA, stage:4, dead, 390 days
44.3
DO45187
0 years, female, NA, stage:1, alive, 1260 days
44.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
43.9
DO45303
0 years, female, NA, stage:3, alive, 990 days
43.9
DO45257
0 years, male, NA, stage:3, alive, 810 days
43.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
41.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
41.6
DO23538
0 years, male, NA, stage:2, alive, 450 days
41.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
41.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
41.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
40.8
DO23509
0 years, male, NA, stage:3, dead, 780 days
40.7
DO50857
0 years, male, NA, stage:2, alive, 210 days
40.6
DO45299
0 years, female, NA, stage:1, alive, 1440 days
40.4
DO45117
0 years, female, NA, stage:2, dead, 1110 days
40.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
39.9
DO48700
0 years, female, NA, stage:2, alive, 810 days
39.9
DO48737
0 years, male, NA, stage:1, alive, 720 days
39.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
38.7
DO45115
0 years, male, NA, stage:2, alive, 840 days
38.5
DO50793
0 years, male, NA, stage:4, alive, 540 days
38.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
37.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
37.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
37.3
DO45301
0 years, male, NA, stage:2, dead, 1440 days
36.8
DO48695
0 years, male, NA, stage:2, alive, 720 days
36.8
DO23513
0 years, male, NA, stage:3, alive, 1200 days
36.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
36.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
36.5
DO45231
0 years, male, NA, stage:2, alive, 930 days
36.0
DO45119
0 years, male, NA, stage:3, dead, 510 days
35.5
DO45239
0 years, male, NA, stage:2, alive, 870 days
35.1
DO48706
0 years, male, NA, stage:2, alive, 870 days
34.4
DO45219
0 years, male, NA, stage:2, alive, 1080 days
34.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
34.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
33.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
33.3
DO48712
0 years, male, NA, stage:2, alive, 810 days
33.1
DO48741
0 years, male, NA, stage:3, alive, 240 days
32.9
DO48719
0 years, male, NA, stage:2, alive, 690 days
32.9
DO50808
0 years, male, NA, stage:2, alive, 570 days
32.5
DO45273
0 years, male, NA, stage:2, alive, 480 days
32.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
32.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
31.8
DO45163
0 years, male, NA, stage:2, alive, 960 days
31.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
31.3
DO45263
0 years, male, NA, stage:3, dead, 270 days
31.3
DO45247
0 years, female, NA, stage:2, alive, 210 days
31.3
DO45265
0 years, male, NA, stage:3, alive, 1020 days
30.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
30.5
DO45269
0 years, male, NA, stage:3, alive, 750 days
30.2
DO45289
0 years, female, NA, stage:3, alive, 360 days
30.1
DO50820
0 years, female, NA, stage:3, alive, 510 days
29.8
DO45283
0 years, male, NA, stage:3, alive, 510 days
29.8
DO48728
0 years, female, NA, stage:2, alive, 150 days
29.5
DO45229
0 years, male, NA, stage:1, alive, 990 days
28.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
27.9
DO23529
0 years, male, NA, stage:4, alive, 930 days
27.7
DO45275
0 years, male, NA, stage:3, dead, 10 days
27.6
DO50832
0 years, male, NA, stage:3, alive, 90 days
27.1
DO45093
0 years, male, NA, stage:2, dead, 720 days
26.7
DO45091
0 years, male, NA, stage:2, dead, 1320 days
26.6
DO45305
0 years, male, NA, stage:4, alive, 300 days
26.3
DO45285
0 years, male, NA, stage:3, alive, 480 days
25.9
DO45135
0 years, male, NA, stage:1, alive, 1410 days
25.8
DO45249
0 years, male, NA, stage:1, alive, 630 days
25.3
DO45133
0 years, male, NA, stage:3, dead, 660 days
24.9
DO50783
0 years, male, NA, stage:3, alive, 480 days
24.8
DO23526
0 years, male, NA, stage:3, alive, 1050 days
24.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
24.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
24.2
DO45094
0 years, male, NA, stage:3, alive, 1650 days
23.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
23.3
DO45251
0 years, female, NA, stage:2, alive, 900 days
22.9
DO23549
0 years, male, NA, stage:3, alive, 990 days
22.4
DO45205
0 years, female, NA, stage:2, dead, 90 days
21.9
DO23544
0 years, male, NA, stage:2, alive, 960 days
21.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
20.8
DO45145
0 years, male, NA, stage:3, dead, 60 days
20.0
DO45193
0 years, female, NA, stage:4, dead, 120 days
19.9
DO50850
0 years, male, NA, stage:3, alive, 720 days
19.6
DO45287
0 years, male, NA, stage:1, alive, 390 days
19.4
DO48697
0 years, female, NA, stage:2, dead, 810 days
19.3
DO50859
0 years, male, NA, stage:2, alive, 180 days
19.2
DO45211
0 years, male, NA, stage:3, alive, 240 days
19.1
DO48757
0 years, female, NA, stage:3, alive, 480 days
18.8
DO45097
0 years, male, NA, stage:3, alive, 1620 days
18.7
DO50778
0 years, male, NA, stage:4, alive, 630 days
18.5
DO48679
0 years, male, NA, stage:2, alive, 1200 days
18.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
17.5
DO45235
0 years, female, NA, stage:1, alive, 900 days
17.5
DO23523
0 years, male, NA, stage:3, alive, 1080 days
16.9
DO23547
0 years, male, NA, stage:1, alive, 1020 days
16.9
DO23530
0 years, male, NA, stage:4, dead, 180 days
16.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
16.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
16.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
15.4
DO23537
0 years, male, NA, stage:2, dead, 900 days
15.4
DO45189
0 years, female, NA, stage:2, alive, 1200 days
14.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
14.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
12.9
DO45277
0 years, male, NA, stage:3, alive, 600 days
12.9
DO45243
0 years, female, NA, stage:3, alive, 930 days
12.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
11.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
11.3
DO48720
0 years, female, NA, stage:2, alive, 570 days
11.3
DO48732
0 years, male, NA, stage:3, alive, 630 days
8.7
DO45279
0 years, male, NA, stage:3, alive, 1290 days
8.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
7.9
DO45111
0 years, male, NA, stage:2, alive, 1590 days
5.1
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
Normal
N/A
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.
The Human Protein Atlas project is funded
