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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.
EPO 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
2.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
65.1
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
52.1
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
35.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
32.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
28.0
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
27.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
26.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
25.8
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
25.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
23.9
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
21.8
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
19.4
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
19.1
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
18.5
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
17.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
17.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
14.3
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
13.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
12.8
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
12.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
12.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
11.7
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
10.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
9.7
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
9.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
9.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
8.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
8.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
8.3
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
7.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
7.2
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
6.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
6.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
6.8
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
6.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
5.7
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
5.5
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
5.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
4.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
4.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
4.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
4.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
3.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
3.7
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
3.5
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
3.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
3.4
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
3.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
3.2
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
3.0
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
2.9
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
2.8
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
2.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
2.6
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
2.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
2.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
2.4
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
2.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
2.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
2.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
2.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
2.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
2.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
2.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
2.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2.2
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
2.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
2.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
2.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
2.0
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
2.0
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
1.9
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
1.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
1.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
1.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
1.8
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
1.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
1.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
1.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
1.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
1.3
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
1.2
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
1.2
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
1.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
1.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
1.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
1.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
1.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1.0
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.9
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.8
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.8
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.8
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
0.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.7
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
0.7
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.6
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.6
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.6
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
0.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.5
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
0.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.4
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.4
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.4
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.3
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.3
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.3
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.3
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.3
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
0.3
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
0.3
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.3
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
0.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.3
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.3
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.2
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
0.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.2
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.2
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.2
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
0.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
0.2
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.2
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
0.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
0.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
0.2
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
0.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
0.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
0.2
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
0.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.2
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
0.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
0.1
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.1
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.1
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.1
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
0.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.1
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.1
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
0.1
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.1
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.1
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.1
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
0.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.1
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.1
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.1
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.1
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
0.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.1
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.1
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.1
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
0.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.1
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
0.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.1
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
0.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
0.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.1
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.1
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.1
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
0.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.1
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.1
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.0
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.0
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
0.0
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
0.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.0
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
0.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
0.0
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.0
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.0
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
0.0
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.0
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.0
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
0.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
0.0
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
0.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.0
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.0
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.0
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.0
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
0.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.0
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.0
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.0
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.0
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.0
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.0
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.0
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.0
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.0
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
0.0
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.0
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.0
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
0.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.0
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.0
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.0
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.0
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.0
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.0
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.0
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.0
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.0
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 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.
EPO 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
1.5
Number of samples
231
Samples
Sample
Description
TPM
DO45119
0 years, male, NA, stage:3, dead, 510 days
36.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
21.7
DO45195
0 years, male, NA, stage:1, alive, 390 days
17.6
DO45239
0 years, male, NA, stage:2, alive, 870 days
15.9
DO45167
0 years, male, NA, stage:2, dead, 1440 days
13.5
DO45149
0 years, female, NA, stage:2, alive, 1260 days
13.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
12.3
DO23511
0 years, female, NA, stage:3, dead, 180 days
12.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
11.9
DO45113
0 years, male, NA, stage:3, alive, 1560 days
9.7
DO48747
0 years, male, NA, stage:3, alive, 540 days
9.0
DO23517
0 years, male, NA, stage:2, alive, 1200 days
8.2
DO45107
0 years, female, NA, stage:2, alive, 1710 days
8.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
7.7
DO45301
0 years, male, NA, stage:2, dead, 1440 days
7.6
DO50793
0 years, male, NA, stage:4, alive, 540 days
5.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
5.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
5.3
DO48704
0 years, female, NA, stage:3, alive, 750 days
4.3
DO45209
0 years, male, NA, stage:4, alive, 1350 days
3.7
DO45131
0 years, male, NA, stage:4, dead, 360 days
3.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
3.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
3.6
DO23537
0 years, male, NA, stage:2, dead, 900 days
3.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
3.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
3.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
3.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
3.1
DO23525
0 years, male, NA, stage:4, alive, 1050 days
3.1
DO50806
0 years, male, NA, stage:4, alive, 540 days
3.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
3.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
3.0
DO48760
0 years, female, NA, stage:2, alive, 690 days
2.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
2.9
DO45115
0 years, male, NA, stage:2, alive, 840 days
2.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
2.7
DO50785
0 years, male, NA, stage:4, dead, 90 days
2.4
DO50820
0 years, female, NA, stage:3, alive, 510 days
2.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
2.1
DO45093
0 years, male, NA, stage:2, dead, 720 days
2.0
DO50844
0 years, male, NA, stage:4, alive, 300 days
2.0
DO45103
0 years, male, NA, stage:3, alive, 450 days
1.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
1.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
1.8
DO48730
0 years, female, NA, stage:2, alive, 630 days
1.8
DO45201
0 years, male, NA, stage:1, alive, 900 days
1.7
DO23519
0 years, male, NA, stage:3, alive, 630 days
1.6
DO48682
0 years, female, NA, stage:3, dead, 120 days
1.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
1.6
DO45127
0 years, male, NA, stage:3, dead, 420 days
1.4
DO45231
0 years, male, NA, stage:2, alive, 930 days
1.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
1.2
DO45305
0 years, male, NA, stage:4, alive, 300 days
1.2
DO45217
0 years, female, NA, stage:3, dead, 270 days
1.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
1.1
DO48697
0 years, female, NA, stage:2, dead, 810 days
1.1
DO45229
0 years, male, NA, stage:1, alive, 990 days
1.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
1.0
DO45241
0 years, male, NA, stage:1, alive, 1080 days
1.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
1.0
DO23530
0 years, male, NA, stage:4, dead, 180 days
1.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
1.0
DO45221
0 years, female, NA, stage:4, dead, 390 days
1.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
1.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
1.0
DO48723
0 years, male, NA, stage:1, alive, 600 days
0.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
0.9
DO45145
0 years, male, NA, stage:3, dead, 60 days
0.9
DO50805
0 years, male, NA, stage:2, alive, 690 days
0.9
DO45213
0 years, male, NA, stage:1, alive, 1200 days
0.8
DO45155
0 years, male, NA, stage:2, alive, 2160 days
0.7
DO50850
0 years, male, NA, stage:3, alive, 720 days
0.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
0.7
DO45259
0 years, male, NA, stage:3, alive, 330 days
0.7
DO45207
0 years, male, NA, stage:1, alive, 1050 days
0.7
DO48700
0 years, female, NA, stage:2, alive, 810 days
0.6
DO48728
0 years, female, NA, stage:2, alive, 150 days
0.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
0.6
DO45223
0 years, male, NA, stage:4, alive, 1020 days
0.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
0.6
DO45137
0 years, male, NA, stage:1, alive, 1320 days
0.6
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.6
DO45275
0 years, male, NA, stage:3, dead, 10 days
0.6
DO45161
0 years, male, NA, stage:2, dead, 540 days
0.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.5
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.5
DO45095
0 years, male, NA, stage:2, alive, 1620 days
0.5
DO45267
0 years, male, NA, stage:3, dead, 570 days
0.5
DO50808
0 years, male, NA, stage:2, alive, 570 days
0.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
0.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
0.5
DO48712
0 years, male, NA, stage:2, alive, 810 days
0.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
0.4
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.4
DO23513
0 years, male, NA, stage:3, alive, 1200 days
0.4
DO45233
0 years, male, NA, stage:3, alive, 900 days
0.4
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.4
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.4
DO45285
0 years, male, NA, stage:3, alive, 480 days
0.4
DO45179
0 years, female, NA, stage:2, alive, 600 days
0.4
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.4
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.4
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.3
DO45243
0 years, female, NA, stage:3, alive, 930 days
0.3
DO48737
0 years, male, NA, stage:1, alive, 720 days
0.3
DO50776
0 years, male, NA, stage:1, alive, 690 days
0.3
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.3
DO45185
0 years, male, NA, stage:2, alive, 600 days
0.3
DO50809
0 years, male, NA, stage:3, dead, 720 days
0.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
0.3
DO48736
0 years, female, NA, stage:1, alive, 600 days
0.2
DO48725
0 years, male, NA, stage:1, alive, 780 days
0.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.2
DO45247
0 years, female, NA, stage:2, alive, 210 days
0.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
0.2
DO45269
0 years, male, NA, stage:3, alive, 750 days
0.2
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
0.2
DO48715
0 years, female, NA, stage:2, dead, 690 days
0.2
DO45129
0 years, male, NA, stage:3, alive, 1470 days
0.2
DO45273
0 years, male, NA, stage:2, alive, 480 days
0.2
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.2
DO45297
0 years, female, NA, stage:4, dead, 1260 days
0.2
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.2
DO50807
0 years, male, NA, stage:1, alive, 540 days
0.2
DO45265
0 years, male, NA, stage:3, alive, 1020 days
0.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
0.2
DO45203
0 years, female, NA, stage:2, alive, 1170 days
0.2
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.2
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.2
DO45165
0 years, male, NA, stage:2, alive, 690 days
0.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.2
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
0.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.1
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.1
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
0.1
DO23547
0 years, male, NA, stage:1, alive, 1020 days
0.1
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.1
DO50778
0 years, male, NA, stage:4, alive, 630 days
0.1
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.1
DO50814
0 years, male, NA, stage:3, alive, 420 days
0.1
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.1
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.1
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.1
DO45261
0 years, male, NA, stage:3, alive, 990 days
0.1
DO45157
0 years, male, NA, stage:2, alive, 1980 days
0.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
0.1
DO45199
0 years, female, NA, stage:2, alive, 1350 days
0.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
0.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
0.1
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
0.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
0.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.1
DO45287
0 years, male, NA, stage:1, alive, 390 days
0.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.1
DO45189
0 years, female, NA, stage:2, alive, 1200 days
0.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
0.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
0.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
0.1
DO23549
0 years, male, NA, stage:3, alive, 990 days
0.1
DO45121
0 years, male, NA, stage:3, alive, 1530 days
0.1
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.1
DO45225
0 years, male, NA, stage:1, alive, 1050 days
0.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
0.1
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.1
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.1
DO23523
0 years, male, NA, stage:3, alive, 1080 days
0.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.1
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.1
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
0.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
0.1
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.1
DO45279
0 years, male, NA, stage:3, alive, 1290 days
0.1
DO23545
0 years, male, NA, stage:2, dead, 570 days
0.0
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
0.0
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.0
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
0.0
DO45211
0 years, male, NA, stage:3, alive, 240 days
0.0
DO48759
0 years, male, NA, stage:3, alive, 720 days
0.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
0.0
DO45177
0 years, female, NA, stage:3, alive, 1260 days
0.0
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.0
DO23509
0 years, male, NA, stage:3, dead, 780 days
0.0
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
0.0
DO45197
0 years, male, NA, stage:2, alive, 1170 days
0.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
0.0
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.0
DO45255
0 years, male, NA, stage:3, alive, 720 days
0.0
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
0.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.0
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
0.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
0.0
DO23552
0 years, female, NA, stage:1, alive, 810 days
0.0
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
0.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.0
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.0
DO50789
0 years, female, NA, stage:2, alive, 570 days
0.0
DO45245
0 years, female, NA, stage:2, dead, 240 days
0.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.0
DO50787
0 years, male, NA, stage:3, alive, 480 days
0.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
0.0
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
0.0
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
