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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.
ZDHHC7 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
7.5
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
73.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
63.8
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
41.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
31.8
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
29.5
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
28.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
28.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
27.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
24.4
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
23.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
23.3
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
23.1
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
22.7
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
22.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
21.3
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
20.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
19.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
18.5
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
17.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
17.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
17.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
17.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
15.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
15.1
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
14.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
14.7
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
14.7
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
14.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
13.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
13.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
13.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
13.2
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
13.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
12.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
12.8
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
12.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
12.6
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
12.4
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
12.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
12.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
12.0
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
11.8
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
11.6
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
11.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
11.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
11.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
11.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
11.0
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
10.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
10.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
10.6
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
10.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
10.5
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
10.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
10.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
10.4
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
10.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
10.2
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
10.1
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
10.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
9.8
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
9.6
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
9.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
9.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
9.3
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
9.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
9.2
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
9.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
9.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
8.9
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
8.9
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
8.8
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
8.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
8.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
8.8
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
8.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
8.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
8.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
8.8
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
8.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
8.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
8.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
8.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
8.7
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
8.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
8.6
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
8.6
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
8.5
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
8.5
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
8.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
8.4
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
8.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
8.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
8.3
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
8.2
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
8.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
8.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
8.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
8.1
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
8.1
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
8.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
7.9
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
7.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
7.9
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
7.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
7.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
7.7
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
7.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
7.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
7.5
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
7.4
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
7.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
7.4
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
7.3
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
7.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
7.3
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
7.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
7.3
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
7.2
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
7.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
7.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
7.2
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
7.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
7.2
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
7.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
7.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
7.1
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
7.1
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
7.0
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
7.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
7.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
6.9
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
6.9
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
6.9
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
6.9
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
6.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
6.8
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
6.8
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
6.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
6.8
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
6.8
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
6.8
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
6.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
6.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
6.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
6.7
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
6.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
6.6
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
6.6
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
6.5
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
6.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
6.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
6.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
6.4
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
6.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
6.4
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
6.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
6.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
6.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
6.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
6.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
6.3
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
6.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
6.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
6.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
6.2
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
6.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
6.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
6.1
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
6.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
6.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
6.0
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
6.0
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
6.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
6.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
5.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
5.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
5.9
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
5.9
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
5.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
5.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
5.8
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
5.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
5.8
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
5.8
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
5.8
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
5.7
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
5.7
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
5.7
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
5.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
5.7
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
5.7
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
5.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
5.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
5.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
5.6
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
5.6
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.6
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
5.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
5.6
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
5.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
5.6
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
5.5
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
5.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
5.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
5.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
5.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
5.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
5.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
5.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
5.3
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
5.3
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
5.3
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
5.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
5.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
5.3
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
5.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
5.3
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
5.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
5.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
5.2
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
5.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
5.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
5.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
5.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
5.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
5.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
5.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
5.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
5.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
5.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
5.0
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
5.0
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
5.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
5.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
5.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
5.0
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
4.9
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
4.9
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
4.9
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
4.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
4.7
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
4.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
4.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
4.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
4.7
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
4.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
4.6
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
4.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
4.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
4.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
4.6
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
4.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
4.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
4.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
4.5
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
4.5
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
4.5
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
4.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
4.5
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.4
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
4.4
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
4.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
4.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
4.3
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.3
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
4.3
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
4.3
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
4.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
4.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
4.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
4.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
4.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
4.1
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
4.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
4.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
4.0
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
4.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
4.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
4.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
4.0
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
4.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
4.0
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
3.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
3.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
3.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
3.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
3.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.9
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
3.9
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
3.9
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
3.8
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
3.8
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
3.8
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
3.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
3.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
3.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
3.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
3.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
3.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
3.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
3.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
3.6
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
3.6
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
3.6
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
3.6
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
3.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
3.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
3.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
3.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
3.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
3.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
3.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
3.4
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
3.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
3.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
3.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
3.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
3.3
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
3.3
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
3.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
3.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
3.0
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
3.0
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.9
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
2.9
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.9
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
2.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
2.8
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
2.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
2.7
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
2.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
2.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
2.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
2.6
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
2.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
2.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
2.5
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
2.5
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
2.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
2.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
2.4
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
2.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
2.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
2.1
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
2.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
2.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
2.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1.8
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.8
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
1.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
1.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
1.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
1.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 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.
ZDHHC7 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
12.3
Number of samples
231
Samples
Sample
Description
TPM
DO45299
0 years, female, NA, stage:1, alive, 1440 days
98.0
DO45301
0 years, male, NA, stage:2, dead, 1440 days
85.0
DO45287
0 years, male, NA, stage:1, alive, 390 days
66.7
DO45297
0 years, female, NA, stage:4, dead, 1260 days
63.4
DO45303
0 years, female, NA, stage:3, alive, 990 days
51.1
DO23547
0 years, male, NA, stage:1, alive, 1020 days
49.5
DO45209
0 years, male, NA, stage:4, alive, 1350 days
42.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
41.7
DO45277
0 years, male, NA, stage:3, alive, 600 days
38.5
DO50845
0 years, male, NA, stage:3, alive, 210 days
36.0
DO45307
0 years, female, NA, stage:4, dead, 240 days
34.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
34.2
DO45305
0 years, male, NA, stage:4, alive, 300 days
32.5
DO50815
0 years, male, NA, stage:3, alive, 150 days
31.7
DO45279
0 years, male, NA, stage:3, alive, 1290 days
30.1
DO23526
0 years, male, NA, stage:3, alive, 1050 days
26.5
DO45241
0 years, male, NA, stage:1, alive, 1080 days
26.2
DO45249
0 years, male, NA, stage:1, alive, 630 days
25.2
DO50829
0 years, male, NA, stage:3, alive, 570 days
22.6
DO45273
0 years, male, NA, stage:2, alive, 480 days
22.0
DO45267
0 years, male, NA, stage:3, dead, 570 days
21.0
DO45185
0 years, male, NA, stage:2, alive, 600 days
20.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
19.4
DO45275
0 years, male, NA, stage:3, dead, 10 days
19.4
DO48682
0 years, female, NA, stage:3, dead, 120 days
19.3
DO23532
0 years, female, NA, stage:1, alive, 960 days
18.8
DO45107
0 years, female, NA, stage:2, alive, 1710 days
18.6
DO45205
0 years, female, NA, stage:2, dead, 90 days
18.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
18.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
18.5
DO23510
0 years, female, NA, stage:2, alive, 870 days
18.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
17.7
DO48730
0 years, female, NA, stage:2, alive, 630 days
17.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
17.4
DO45215
0 years, male, NA, stage:2, alive, 1170 days
17.1
DO50778
0 years, male, NA, stage:4, alive, 630 days
17.1
DO45127
0 years, male, NA, stage:3, dead, 420 days
17.1
DO23519
0 years, male, NA, stage:3, alive, 630 days
17.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
17.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
16.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
16.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
16.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
16.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
16.0
DO48679
0 years, male, NA, stage:2, alive, 1200 days
15.8
DO45285
0 years, male, NA, stage:3, alive, 480 days
15.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
15.5
DO48697
0 years, female, NA, stage:2, dead, 810 days
15.3
DO48723
0 years, male, NA, stage:1, alive, 600 days
15.2
DO45211
0 years, male, NA, stage:3, alive, 240 days
14.9
DO23549
0 years, male, NA, stage:3, alive, 990 days
14.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
14.6
DO45139
0 years, male, NA, stage:3, alive, 1320 days
14.6
DO50813
0 years, male, NA, stage:2, alive, 420 days
14.2
DO50844
0 years, male, NA, stage:4, alive, 300 days
14.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
14.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
13.6
DO48725
0 years, male, NA, stage:1, alive, 780 days
13.6
DO48737
0 years, male, NA, stage:1, alive, 720 days
13.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
13.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
13.5
DO23525
0 years, male, NA, stage:4, alive, 1050 days
13.4
DO45125
0 years, male, NA, stage:3, alive, 1680 days
13.4
DO23530
0 years, male, NA, stage:4, dead, 180 days
13.4
DO23539
0 years, male, NA, stage:1, alive, 1110 days
13.1
DO48747
0 years, male, NA, stage:3, alive, 540 days
12.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
12.7
DO45095
0 years, male, NA, stage:2, alive, 1620 days
12.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
12.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
12.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
12.1
DO48733
0 years, male, NA, stage:2, alive, 600 days
12.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
12.0
DO50809
0 years, male, NA, stage:3, dead, 720 days
12.0
DO45135
0 years, male, NA, stage:1, alive, 1410 days
11.9
DO45223
0 years, male, NA, stage:4, alive, 1020 days
11.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
11.7
DO50805
0 years, male, NA, stage:2, alive, 690 days
11.6
DO50793
0 years, male, NA, stage:4, alive, 540 days
11.6
DO45283
0 years, male, NA, stage:3, alive, 510 days
11.5
DO23548
0 years, female, NA, stage:1, alive, 840 days
11.5
DO48757
0 years, female, NA, stage:3, alive, 480 days
11.4
DO23543
0 years, male, NA, stage:2, alive, 1020 days
11.4
DO45193
0 years, female, NA, stage:4, dead, 120 days
11.3
DO23512
0 years, male, NA, stage:1, alive, 1260 days
11.2
DO45281
0 years, male, NA, stage:4, alive, 750 days
11.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
10.9
DO45153
0 years, female, NA, stage:2, alive, 1380 days
10.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
10.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
10.6
DO50776
0 years, male, NA, stage:1, alive, 690 days
10.2
DO45269
0 years, male, NA, stage:3, alive, 750 days
10.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
10.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
10.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
10.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
10.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
10.1
DO45167
0 years, male, NA, stage:2, dead, 1440 days
10.0
DO48704
0 years, female, NA, stage:3, alive, 750 days
10.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
10.0
DO45103
0 years, male, NA, stage:3, alive, 450 days
9.9
DO50840
0 years, male, NA, stage:2, alive, 330 days
9.8
DO45203
0 years, female, NA, stage:2, alive, 1170 days
9.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
9.7
DO50802
0 years, male, NA, stage:2, alive, 930 days
9.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
9.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
9.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
9.3
DO48736
0 years, female, NA, stage:1, alive, 600 days
9.3
DO23544
0 years, male, NA, stage:2, alive, 960 days
9.3
DO23537
0 years, male, NA, stage:2, dead, 900 days
9.2
DO45189
0 years, female, NA, stage:2, alive, 1200 days
9.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
9.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
9.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
9.2
DO23550
0 years, male, NA, stage:1, alive, 990 days
9.2
DO45109
0 years, male, NA, stage:2, alive, 1590 days
9.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
9.1
DO50855
0 years, male, NA, stage:2, alive, 570 days
9.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
9.0
DO45179
0 years, female, NA, stage:2, alive, 600 days
8.9
DO45143
0 years, male, NA, stage:3, alive, 1290 days
8.8
DO45165
0 years, male, NA, stage:2, alive, 690 days
8.8
DO23533
0 years, male, NA, stage:2, alive, 900 days
8.8
DO45161
0 years, male, NA, stage:2, dead, 540 days
8.7
DO45094
0 years, male, NA, stage:3, alive, 1650 days
8.7
DO45131
0 years, male, NA, stage:4, dead, 360 days
8.6
DO45257
0 years, male, NA, stage:3, alive, 810 days
8.6
DO23524
0 years, female, NA, stage:2, alive, 1050 days
8.4
DO45221
0 years, female, NA, stage:4, dead, 390 days
8.3
DO45191
0 years, female, NA, stage:2, alive, 1200 days
8.3
DO50822
0 years, male, NA, stage:2, alive, 510 days
8.3
DO45092
0 years, male, NA, stage:4, dead, 1200 days
8.2
DO227801
0 years, female, NA, stage:1, alive, 660 days
8.2
DO23541
0 years, male, NA, stage:2, alive, 930 days
8.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
8.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
7.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
7.9
DO45197
0 years, male, NA, stage:2, alive, 1170 days
7.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
7.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
7.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
7.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
7.4
DO45219
0 years, male, NA, stage:2, alive, 1080 days
7.4
DO48717
0 years, male, NA, stage:4, dead, 180 days
7.4
DO45099
0 years, male, NA, stage:3, alive, 1590 days
7.4
DO45169
0 years, male, NA, stage:3, alive, 1350 days
7.3
DO45183
0 years, female, NA, stage:2, dead, 570 days
7.3
DO45159
0 years, male, NA, stage:3, alive, 1470 days
7.2
DO48712
0 years, male, NA, stage:2, alive, 810 days
7.2
DO45255
0 years, male, NA, stage:3, alive, 720 days
7.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
7.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
7.0
DO50814
0 years, male, NA, stage:3, alive, 420 days
7.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
7.0
DO45233
0 years, male, NA, stage:3, alive, 900 days
6.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
6.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
6.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
6.8
DO23528
0 years, female, NA, stage:2, alive, 1020 days
6.8
DO23527
0 years, male, NA, stage:1, alive, 1050 days
6.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
6.8
DO23518
0 years, male, NA, stage:2, alive, 1320 days
6.8
DO45195
0 years, male, NA, stage:1, alive, 390 days
6.8
DO45229
0 years, male, NA, stage:1, alive, 990 days
6.7
DO23552
0 years, female, NA, stage:1, alive, 810 days
6.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
6.6
DO50817
0 years, male, NA, stage:2, alive, 390 days
6.6
DO50774
0 years, female, NA, stage:2, alive, 720 days
6.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
6.3
DO45171
0 years, male, NA, stage:3, alive, 600 days
6.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
6.3
DO45235
0 years, female, NA, stage:1, alive, 900 days
6.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
6.3
DO48759
0 years, male, NA, stage:3, alive, 720 days
6.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
6.3
DO50857
0 years, male, NA, stage:2, alive, 210 days
6.2
DO23511
0 years, female, NA, stage:3, dead, 180 days
6.2
DO45173
0 years, male, NA, stage:3, alive, 1170 days
6.2
DO50825
0 years, male, NA, stage:2, alive, 390 days
6.1
DO50832
0 years, male, NA, stage:3, alive, 90 days
6.1
DO45115
0 years, male, NA, stage:2, alive, 840 days
6.1
DO45096
0 years, male, NA, stage:2, dead, 1290 days
6.0
DO45207
0 years, male, NA, stage:1, alive, 1050 days
5.9
DO23514
0 years, male, NA, stage:2, alive, 1290 days
5.9
DO48677
0 years, male, NA, stage:3, alive, 1140 days
5.8
DO45199
0 years, female, NA, stage:2, alive, 1350 days
5.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
5.4
DO45113
0 years, male, NA, stage:3, alive, 1560 days
5.4
DO45121
0 years, male, NA, stage:3, alive, 1530 days
5.4
DO48746
0 years, male, NA, stage:3, alive, 570 days
5.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
5.3
DO45111
0 years, male, NA, stage:2, alive, 1590 days
5.3
DO50807
0 years, male, NA, stage:1, alive, 540 days
5.3
DO50798
0 years, male, NA, stage:3, dead, 30 days
5.3
DO45097
0 years, male, NA, stage:3, alive, 1620 days
5.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
5.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
5.2
DO48706
0 years, male, NA, stage:2, alive, 870 days
5.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
5.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
5.1
DO23551
0 years, male, NA, stage:3, dead, 150 days
5.1
DO227643
0 years, male, NA, stage:2, alive, 1260 days
5.1
DO48760
0 years, female, NA, stage:2, alive, 690 days
5.0
DO48742
0 years, male, NA, stage:2, alive, 600 days
5.0
DO48715
0 years, female, NA, stage:2, dead, 690 days
5.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
5.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
5.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
4.8
DO45175
0 years, male, NA, stage:2, alive, 1140 days
4.8
DO23529
0 years, male, NA, stage:4, alive, 930 days
4.8
DO45261
0 years, male, NA, stage:3, alive, 990 days
4.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
4.7
DO23538
0 years, male, NA, stage:2, alive, 450 days
4.6
DO23545
0 years, male, NA, stage:2, dead, 570 days
4.4
DO45133
0 years, male, NA, stage:3, dead, 660 days
4.3
DO48674
0 years, male, NA, stage:2, alive, 1260 days
4.3
DO45187
0 years, female, NA, stage:1, alive, 1260 days
4.3
DO45129
0 years, male, NA, stage:3, alive, 1470 days
4.3
DO48701
0 years, male, NA, stage:2, alive, 780 days
4.2
DO23513
0 years, male, NA, stage:3, alive, 1200 days
4.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
4.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
4.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
4.0
DO45247
0 years, female, NA, stage:2, alive, 210 days
3.8
DO45091
0 years, male, NA, stage:2, dead, 1320 days
3.6
DO45227
0 years, female, NA, stage:2, alive, 1020 days
3.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
3.6
DO48681
0 years, male, NA, stage:2, alive, 900 days
3.4
DO45093
0 years, male, NA, stage:2, dead, 720 days
3.2
DO48741
0 years, male, NA, stage:3, alive, 240 days
2.9
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
211
Tumor
2.3
358
Normal
1.7
342
Normal
1.7
232
Normal
1.7
344
Normal
1.4
354
Normal
1.3
491
Tumor
1.2
537
Tumor
1.2
262
Normal
1.1
352
Normal
1.0
285
Tumor
1.0
357
Tumor
1.0
376
Normal
1.0
366
Normal
0.9
283
Tumor
0.9
661
Tumor
0.9
268
Normal
0.9
545
Tumor
0.9
617
Tumor
0.9
426
Normal
0.9
353
Tumor
0.9
343
Tumor
0.8
361
Tumor
0.7
423
Tumor
0.7
463
Tumor
0.7
258
Normal
0.7
341
Tumor
0.6
365
Tumor
0.6
635
Tumor
0.6
368
Normal
0.6
492
Normal
0.6
272
Normal
0.6
362
Normal
0.6
641
Tumor
0.6
351
Tumor
0.6
533
Tumor
0.6
413
Tumor
0.6
388
Normal
0.6
493
Tumor
0.5
672
Normal
0.5
384
Normal
0.5
642
Normal
0.5
671
Tumor
0.5
422
Normal
0.5
527
Tumor
0.5
427
Tumor
0.4
394
Normal
0.4
227
Tumor
0.4
414
Normal
0.4
391
Tumor
0.4
455
Tumor
0.4
387
Tumor
0.4
396
Normal
0.3
538
Normal
0.3
497
Tumor
0.3
467
Tumor
0.3
392
Normal
0.3
386
Normal
0.3
451
Tumor
0.3
468
Normal
0.3
267
Tumor
0.3
534
Normal
0.2
648
Normal
0.2
666
Normal
0.2
553
Tumor
0.2
257
Tumor
0.2
662
Normal
0.2
424
Normal
0.2
554
Normal
0.2
421
Tumor
0.2
528
Normal
0.1
428
Normal
0.1
383
Tumor
0.1
385
Tumor
0.1
498
Normal
0.1
231
Tumor
0.1
487
Tumor
0.1
466
Normal
0.1
367
Tumor
0.1
664
Normal
0.1
546
Normal
0.0
464
Normal
0.0
395
Tumor
0.0
452
Normal
0.0
271
Tumor
0.0
284
Normal
0.0
224
Normal
0.0
494
Normal
-0.1
456
Normal
-0.1
465
Tumor
-0.1
663
Tumor
-0.1
212
Normal
-0.1
425
Tumor
-0.1
393
Tumor
-0.1
261
Tumor
-0.2
375
Tumor
-0.2
616
Normal
-0.2
636
Normal
-0.2
483
Tumor
-0.3
488
Normal
-0.3
647
Tumor
-0.3
228
Normal
-0.3
223
Tumor
-0.4
618
Normal
-0.4
628
Normal
-0.4
665
Tumor
-0.5
286
Normal
-0.5
484
Normal
-0.5
615
Tumor
-0.7
627
Tumor
-0.7
471
Tumor
N/A
472
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
474
Normal
N/A
112
Tumor
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
478
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
482
Normal
N/A
363
Tumor
N/A
364
Normal
N/A
123
Tumor
N/A
124
Normal
N/A
125
Tumor
N/A
126
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
131
Tumor
N/A
132
Normal
N/A
135
Tumor
N/A
136
Normal
N/A
137
Tumor
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
141
Tumor
N/A
142
Normal
N/A
145
Tumor
N/A
146
Normal
N/A
147
Tumor
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
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
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
857
Tumor
N/A
978
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
738
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
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
756
Normal
N/A
877
Tumor
N/A
515
Tumor
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
883
Tumor
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
411
Tumor
N/A
412
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
785
Tumor
N/A
786
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
312
Normal
N/A
433
Tumor
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
572
Normal
N/A
331
Tumor
N/A
573
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
696
Normal
N/A
213
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
222
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
