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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.
SPSB3 is not prognostic in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
88.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
75.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
65.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
64.1
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
59.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
58.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
54.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
54.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
52.9
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
51.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
50.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
48.6
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
46.1
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
45.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
44.5
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
44.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
43.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
42.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
41.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
40.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
40.4
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
39.9
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
39.3
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
39.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
38.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
38.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
38.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
37.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
37.0
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
36.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
36.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
35.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
35.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
34.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
34.4
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
34.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
34.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
33.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
33.9
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
33.3
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
32.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
32.3
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
32.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
32.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
32.0
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
32.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
31.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
31.6
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
31.6
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
31.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
31.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
31.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
31.2
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
31.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
31.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
30.3
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
30.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
30.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
30.2
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
30.1
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
30.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
29.4
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
29.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
29.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
29.2
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
28.8
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
28.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
28.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
28.6
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
28.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
28.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
28.4
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
28.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
28.3
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
28.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
27.6
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
27.5
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
27.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
27.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
27.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
27.3
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
27.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
27.2
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
27.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
27.1
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
26.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
26.8
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
26.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
26.7
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
26.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
26.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
26.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
26.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
26.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
26.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
26.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
25.9
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
25.7
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
25.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
25.6
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
25.5
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
25.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
25.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
25.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
25.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
25.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
25.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
25.0
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
24.8
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
24.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
24.7
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
24.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
24.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
24.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
24.4
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
24.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
24.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
24.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
24.3
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
24.3
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
24.3
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
24.2
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
24.1
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
24.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
23.7
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
23.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
23.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
23.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
23.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
23.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
23.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
23.4
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
23.4
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
23.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
23.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
23.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
23.0
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
22.9
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
22.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
22.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
22.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
22.7
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
22.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
22.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
22.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
22.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
22.5
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
22.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
22.4
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
22.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
22.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
22.1
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
22.0
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
21.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
21.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
21.7
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
21.7
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
21.6
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
21.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
21.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
21.5
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
21.4
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
21.3
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
21.2
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
21.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
21.1
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
20.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
20.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
20.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
20.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
20.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
20.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
20.5
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
20.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
20.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
20.2
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
20.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
20.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
20.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
20.0
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
20.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
19.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
19.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
19.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
19.8
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
19.7
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
19.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
19.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
19.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
19.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
19.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
19.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
19.2
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
19.2
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
19.0
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
18.9
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
18.7
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
18.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
18.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
18.7
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
18.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
18.5
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
18.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
18.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
18.4
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
18.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
18.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
18.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
18.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
18.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
18.0
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
18.0
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
17.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
17.8
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
17.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
17.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
17.6
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
17.5
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
17.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
17.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
17.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
17.1
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
17.1
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
17.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
17.0
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
17.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
16.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
16.9
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
16.8
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
16.8
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
16.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
16.7
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
16.7
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
16.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
16.6
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.5
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
16.5
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
16.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
16.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
16.3
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
16.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
16.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
16.1
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
16.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
16.1
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
16.0
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
16.0
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
15.9
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
15.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
15.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
15.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
15.6
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
15.5
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
15.5
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
15.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
15.3
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
15.2
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
15.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
15.2
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
15.2
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
15.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
15.1
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
14.9
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
14.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
14.8
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
14.8
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
14.8
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
14.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
14.5
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
14.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
14.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
14.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
14.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
14.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
14.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
14.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
14.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
14.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
14.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
13.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
13.6
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
13.6
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
13.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
13.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
13.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
13.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
13.1
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
13.0
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
12.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
12.6
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
12.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
12.5
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
12.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
12.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
12.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
12.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
12.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
12.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
12.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
12.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
12.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
11.9
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
11.9
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
11.8
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
11.5
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
11.5
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
11.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
11.5
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
11.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
11.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
11.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
11.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
11.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
11.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
11.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
11.0
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
11.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
10.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
10.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
10.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
10.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
10.6
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
10.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
10.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
10.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
10.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
10.0
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
9.7
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
9.6
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
9.5
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
9.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
9.3
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
9.2
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
9.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
8.6
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
8.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
8.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
8.3
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
8.1
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
7.9
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
7.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
7.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
7.9
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
7.9
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
7.9
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
7.7
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
7.7
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
7.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
7.6
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
7.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
6.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
6.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
5.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
5.6
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
5.2
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
5.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
4.8
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 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.
SPSB3 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
34.6
Number of samples
231
Samples
Sample
Description
TPM
DO45125
0 years, male, NA, stage:3, alive, 1680 days
239.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
199.6
DO50817
0 years, male, NA, stage:2, alive, 390 days
112.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
95.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
94.9
DO50839
0 years, female, NA, stage:3, alive, 330 days
94.6
DO50814
0 years, male, NA, stage:3, alive, 420 days
92.0
DO45185
0 years, male, NA, stage:2, alive, 600 days
87.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
80.8
DO45241
0 years, male, NA, stage:1, alive, 1080 days
76.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
74.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
69.6
DO23512
0 years, male, NA, stage:1, alive, 1260 days
67.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
65.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
64.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
63.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
62.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
61.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
60.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
59.9
DO45299
0 years, female, NA, stage:1, alive, 1440 days
59.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
59.1
DO48737
0 years, male, NA, stage:1, alive, 720 days
58.9
DO23525
0 years, male, NA, stage:4, alive, 1050 days
58.5
DO50845
0 years, male, NA, stage:3, alive, 210 days
57.6
DO23526
0 years, male, NA, stage:3, alive, 1050 days
57.5
DO23540
0 years, male, NA, stage:1, alive, 750 days
57.0
DO48693
0 years, male, NA, stage:2, alive, 900 days
55.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
54.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
53.9
DO50811
0 years, male, NA, stage:1, alive, 450 days
53.6
DO45297
0 years, female, NA, stage:4, dead, 1260 days
51.7
DO50818
0 years, male, NA, stage:2, alive, 510 days
50.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
50.2
DO50844
0 years, male, NA, stage:4, alive, 300 days
49.6
DO50808
0 years, male, NA, stage:2, alive, 570 days
49.3
DO45301
0 years, male, NA, stage:2, dead, 1440 days
49.3
DO23546
0 years, male, NA, stage:2, alive, 1050 days
49.1
DO45095
0 years, male, NA, stage:2, alive, 1620 days
49.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
49.0
DO45283
0 years, male, NA, stage:3, alive, 510 days
48.8
DO23543
0 years, male, NA, stage:2, alive, 1020 days
48.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
47.6
DO48759
0 years, male, NA, stage:3, alive, 720 days
47.5
DO45273
0 years, male, NA, stage:2, alive, 480 days
47.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
46.7
DO23523
0 years, male, NA, stage:3, alive, 1080 days
46.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
46.5
DO45251
0 years, female, NA, stage:2, alive, 900 days
46.4
DO45305
0 years, male, NA, stage:4, alive, 300 days
46.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
46.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
46.0
DO50802
0 years, male, NA, stage:2, alive, 930 days
45.5
DO45281
0 years, male, NA, stage:4, alive, 750 days
45.2
DO23533
0 years, male, NA, stage:2, alive, 900 days
43.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
43.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
42.4
DO45094
0 years, male, NA, stage:3, alive, 1650 days
41.1
DO23539
0 years, male, NA, stage:1, alive, 1110 days
40.9
DO23549
0 years, male, NA, stage:3, alive, 990 days
40.7
DO45289
0 years, female, NA, stage:3, alive, 360 days
40.6
DO48679
0 years, male, NA, stage:2, alive, 1200 days
40.4
DO48712
0 years, male, NA, stage:2, alive, 810 days
40.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
39.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
39.8
DO50800
0 years, male, NA, stage:2, alive, 510 days
39.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
39.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
39.2
DO50807
0 years, male, NA, stage:1, alive, 540 days
39.1
DO50798
0 years, male, NA, stage:3, dead, 30 days
39.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
38.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
38.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
38.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
38.0
DO45261
0 years, male, NA, stage:3, alive, 990 days
37.9
DO45243
0 years, female, NA, stage:3, alive, 930 days
37.8
DO45277
0 years, male, NA, stage:3, alive, 600 days
37.7
DO45279
0 years, male, NA, stage:3, alive, 1290 days
37.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
37.6
DO48716
0 years, male, NA, stage:2, alive, 720 days
37.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
37.0
DO48747
0 years, male, NA, stage:3, alive, 540 days
37.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
36.6
DO23530
0 years, male, NA, stage:4, dead, 180 days
35.3
DO45225
0 years, male, NA, stage:1, alive, 1050 days
35.2
DO48742
0 years, male, NA, stage:2, alive, 600 days
35.0
DO50787
0 years, male, NA, stage:3, alive, 480 days
34.2
DO45181
0 years, female, NA, stage:2, alive, 1200 days
34.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
33.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
33.0
DO45287
0 years, male, NA, stage:1, alive, 390 days
32.6
DO45303
0 years, female, NA, stage:3, alive, 990 days
32.4
DO227643
0 years, male, NA, stage:2, alive, 1260 days
32.2
DO45195
0 years, male, NA, stage:1, alive, 390 days
31.9
DO45267
0 years, male, NA, stage:3, dead, 570 days
31.9
DO48757
0 years, female, NA, stage:3, alive, 480 days
31.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
31.8
DO23528
0 years, female, NA, stage:2, alive, 1020 days
31.4
DO45096
0 years, male, NA, stage:2, dead, 1290 days
31.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
30.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
30.8
DO45197
0 years, male, NA, stage:2, alive, 1170 days
30.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
30.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
30.2
DO48727
0 years, female, NA, stage:2, dead, 390 days
30.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
30.0
DO45177
0 years, female, NA, stage:3, alive, 1260 days
30.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
30.0
DO50805
0 years, male, NA, stage:2, alive, 690 days
29.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
29.1
DO45143
0 years, male, NA, stage:3, alive, 1290 days
29.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
28.8
DO45155
0 years, male, NA, stage:2, alive, 2160 days
28.7
DO48736
0 years, female, NA, stage:1, alive, 600 days
28.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
28.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
27.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
27.6
DO45231
0 years, male, NA, stage:2, alive, 930 days
27.5
DO45217
0 years, female, NA, stage:3, dead, 270 days
27.4
DO48721
0 years, female, NA, stage:1, alive, 900 days
27.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
27.2
DO23536
0 years, male, NA, stage:2, alive, 930 days
27.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
27.1
DO23537
0 years, male, NA, stage:2, dead, 900 days
26.6
DO48725
0 years, male, NA, stage:1, alive, 780 days
26.4
DO23531
0 years, female, NA, stage:3, alive, 900 days
26.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
26.1
DO50793
0 years, male, NA, stage:4, alive, 540 days
26.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
26.1
DO45099
0 years, male, NA, stage:3, alive, 1590 days
26.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
25.9
DO48715
0 years, female, NA, stage:2, dead, 690 days
25.6
DO48681
0 years, male, NA, stage:2, alive, 900 days
25.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
25.5
DO227801
0 years, female, NA, stage:1, alive, 660 days
25.4
DO45237
0 years, male, NA, stage:2, alive, 900 days
25.3
DO45257
0 years, male, NA, stage:3, alive, 810 days
25.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
25.2
DO45233
0 years, male, NA, stage:3, alive, 900 days
25.1
DO45245
0 years, female, NA, stage:2, dead, 240 days
24.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
24.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
24.4
DO45157
0 years, male, NA, stage:2, alive, 1980 days
24.4
DO50819
0 years, female, NA, stage:2, alive, 510 days
24.3
DO23535
0 years, male, NA, stage:1, alive, 960 days
24.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
24.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
24.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
23.9
DO48700
0 years, female, NA, stage:2, alive, 810 days
23.8
DO45235
0 years, female, NA, stage:1, alive, 900 days
23.8
DO45117
0 years, female, NA, stage:2, dead, 1110 days
23.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
23.1
DO23538
0 years, male, NA, stage:2, alive, 450 days
23.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
22.9
DO45163
0 years, male, NA, stage:2, alive, 960 days
22.8
DO45137
0 years, male, NA, stage:1, alive, 1320 days
22.8
DO45227
0 years, female, NA, stage:2, alive, 1020 days
22.7
DO45171
0 years, male, NA, stage:3, alive, 600 days
22.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
22.6
DO50785
0 years, male, NA, stage:4, dead, 90 days
22.6
DO45115
0 years, male, NA, stage:2, alive, 840 days
22.5
DO50825
0 years, male, NA, stage:2, alive, 390 days
22.2
DO23515
0 years, male, NA, stage:2, alive, 1230 days
22.2
DO23542
0 years, male, NA, stage:3, alive, 960 days
21.9
DO45169
0 years, male, NA, stage:3, alive, 1350 days
21.8
DO45165
0 years, male, NA, stage:2, alive, 690 days
21.8
DO45153
0 years, female, NA, stage:2, alive, 1380 days
21.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
20.9
DO50822
0 years, male, NA, stage:2, alive, 510 days
20.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
20.8
DO45189
0 years, female, NA, stage:2, alive, 1200 days
20.8
DO23541
0 years, male, NA, stage:2, alive, 930 days
20.8
DO45127
0 years, male, NA, stage:3, dead, 420 days
20.7
DO50806
0 years, male, NA, stage:4, alive, 540 days
20.7
DO45159
0 years, male, NA, stage:3, alive, 1470 days
20.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
20.4
DO50815
0 years, male, NA, stage:3, alive, 150 days
20.4
DO48730
0 years, female, NA, stage:2, alive, 630 days
20.4
DO50857
0 years, male, NA, stage:2, alive, 210 days
20.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
20.4
DO45199
0 years, female, NA, stage:2, alive, 1350 days
20.2
DO45221
0 years, female, NA, stage:4, dead, 390 days
20.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
20.1
DO48728
0 years, female, NA, stage:2, alive, 150 days
20.0
DO48704
0 years, female, NA, stage:3, alive, 750 days
20.0
DO23529
0 years, male, NA, stage:4, alive, 930 days
19.9
DO23550
0 years, male, NA, stage:1, alive, 990 days
19.8
DO23551
0 years, male, NA, stage:3, dead, 150 days
19.5
DO23545
0 years, male, NA, stage:2, dead, 570 days
19.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
19.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
19.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
19.0
DO45129
0 years, male, NA, stage:3, alive, 1470 days
18.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
18.5
DO48760
0 years, female, NA, stage:2, alive, 690 days
18.5
DO45149
0 years, female, NA, stage:2, alive, 1260 days
18.2
DO45223
0 years, male, NA, stage:4, alive, 1020 days
17.9
DO48720
0 years, female, NA, stage:2, alive, 570 days
17.1
DO50850
0 years, male, NA, stage:3, alive, 720 days
17.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
17.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
16.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
16.9
DO50820
0 years, female, NA, stage:3, alive, 510 days
15.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
15.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
15.4
DO45131
0 years, male, NA, stage:4, dead, 360 days
15.3
DO50789
0 years, female, NA, stage:2, alive, 570 days
15.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
14.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
14.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
14.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
14.6
DO45269
0 years, male, NA, stage:3, alive, 750 days
14.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
14.4
DO45187
0 years, female, NA, stage:1, alive, 1260 days
13.8
DO45173
0 years, male, NA, stage:3, alive, 1170 days
13.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
13.3
DO45123
0 years, female, NA, stage:2, dead, 570 days
13.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
13.1
DO45091
0 years, male, NA, stage:2, dead, 1320 days
12.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
11.5
DO48706
0 years, male, NA, stage:2, alive, 870 days
11.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
10.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
10.5
DO48741
0 years, male, NA, stage:3, alive, 240 days
10.3
DO23552
0 years, female, NA, stage:1, alive, 810 days
10.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
9.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
9.6
DO45247
0 years, female, NA, stage:2, alive, 210 days
9.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
6.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
6.5
DO45119
0 years, male, NA, stage:3, dead, 510 days
2.6
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
