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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.
EXOC4 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
10.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
50.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
34.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
32.4
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
29.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
27.8
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
27.0
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
26.2
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
24.3
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
24.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
24.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
23.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
22.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
22.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
22.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
21.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
20.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
20.9
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
19.6
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
19.6
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
19.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
19.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
19.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
18.9
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
18.9
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
18.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
18.6
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
18.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
18.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
18.2
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
18.1
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
18.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
18.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
18.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
17.8
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
17.6
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
17.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
17.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
17.4
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
17.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
17.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
16.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
16.6
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
16.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
16.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
16.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
16.1
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
16.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
15.9
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
15.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
15.7
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
15.7
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
15.5
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
15.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
15.3
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
15.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
15.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
15.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
15.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
15.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
15.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
15.0
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
15.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
14.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
14.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
14.5
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
14.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
14.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
14.2
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
14.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
14.1
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
14.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
14.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
14.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
13.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
13.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
13.6
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
13.5
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
13.5
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
13.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
13.4
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
13.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
13.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
13.2
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
13.2
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
13.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
13.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
13.0
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
13.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
13.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
12.9
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
12.9
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
12.7
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
12.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
12.6
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
12.6
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
12.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
12.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
12.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
12.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
12.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
12.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
12.4
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
12.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
12.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
12.4
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
12.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
12.3
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
12.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
12.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
12.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
12.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
12.1
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
12.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
12.0
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
11.9
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
11.9
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
11.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
11.9
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
11.8
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
11.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
11.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
11.7
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
11.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
11.7
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
11.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
11.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
11.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
11.5
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
11.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
11.5
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
11.5
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
11.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
11.4
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
11.4
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
11.4
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
11.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
11.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
11.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
11.4
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
11.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
11.2
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
11.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
11.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
11.1
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
11.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
11.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
11.1
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
10.9
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
10.9
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
10.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
10.8
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
10.8
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
10.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
10.8
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
10.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
10.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
10.7
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
10.7
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
10.6
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
10.6
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
10.6
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
10.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
10.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
10.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
10.4
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
10.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
10.4
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
10.3
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
10.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
10.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
10.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
10.2
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
10.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
10.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
10.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
10.1
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
10.1
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
10.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
10.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
10.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
9.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
9.8
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
9.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
9.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
9.7
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
9.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
9.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
9.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
9.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
9.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
9.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
9.5
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
9.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
9.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
9.4
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
9.3
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
9.3
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.3
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
9.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
9.3
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
9.2
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
9.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
9.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
9.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
9.2
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
9.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
9.1
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
9.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
9.1
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
9.1
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
9.1
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
9.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
9.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
8.9
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
8.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
8.9
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
8.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
8.9
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
8.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
8.8
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
8.8
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
8.7
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
8.7
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
8.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
8.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
8.7
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
8.6
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
8.6
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
8.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
8.5
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
8.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
8.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
8.5
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
8.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
8.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
8.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
8.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
8.3
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
8.3
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
8.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
8.3
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
8.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
8.3
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
8.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
8.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
8.1
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
8.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
8.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
8.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
8.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
8.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
8.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
7.9
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
7.9
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
7.9
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
7.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
7.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
7.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
7.8
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
7.8
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
7.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
7.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
7.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
7.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
7.7
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
7.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
7.6
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
7.6
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
7.6
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
7.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
7.4
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
7.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
7.4
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
7.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
7.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
7.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
7.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
7.1
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
7.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
7.1
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
7.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
6.9
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
6.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
6.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
6.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
6.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
6.8
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
6.8
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
6.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
6.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
6.7
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
6.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
6.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
6.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
6.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
6.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
6.6
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
6.5
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
6.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
6.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
6.5
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
6.5
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
6.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
6.5
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
6.5
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
6.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
6.4
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
6.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
6.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
6.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
6.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
6.2
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
6.2
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
6.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
6.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
6.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
6.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
5.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
5.9
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
5.9
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
5.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
5.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
5.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
5.8
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
5.8
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
5.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
5.7
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
5.7
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
5.6
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
5.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
5.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
5.5
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
5.4
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
5.4
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
5.4
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
5.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
5.3
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
5.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
5.2
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
5.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
5.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
5.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
4.9
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
4.9
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
4.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
4.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
4.8
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
4.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
4.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
4.7
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
4.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
4.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
4.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
4.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
4.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
3.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.2
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
2.6
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 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.
EXOC4 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
10.8
Number of samples
231
Samples
Sample
Description
TPM
DO45193
0 years, female, NA, stage:4, dead, 120 days
28.4
DO45119
0 years, male, NA, stage:3, dead, 510 days
28.1
DO45285
0 years, male, NA, stage:3, alive, 480 days
25.6
DO50839
0 years, female, NA, stage:3, alive, 330 days
25.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
23.2
DO45189
0 years, female, NA, stage:2, alive, 1200 days
21.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
20.6
DO48746
0 years, male, NA, stage:3, alive, 570 days
20.1
DO48757
0 years, female, NA, stage:3, alive, 480 days
19.1
DO50798
0 years, male, NA, stage:3, dead, 30 days
18.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
18.0
DO50814
0 years, male, NA, stage:3, alive, 420 days
18.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
18.0
DO45275
0 years, male, NA, stage:3, dead, 10 days
17.6
DO45171
0 years, male, NA, stage:3, alive, 600 days
17.5
DO48706
0 years, male, NA, stage:2, alive, 870 days
17.4
DO45133
0 years, male, NA, stage:3, dead, 660 days
17.2
DO45097
0 years, male, NA, stage:3, alive, 1620 days
17.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
16.8
DO48677
0 years, male, NA, stage:3, alive, 1140 days
16.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
16.5
DO45159
0 years, male, NA, stage:3, alive, 1470 days
16.5
DO50778
0 years, male, NA, stage:4, alive, 630 days
16.5
DO45299
0 years, female, NA, stage:1, alive, 1440 days
16.4
DO45279
0 years, male, NA, stage:3, alive, 1290 days
16.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
16.3
DO45237
0 years, male, NA, stage:2, alive, 900 days
16.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
16.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
16.0
DO45289
0 years, female, NA, stage:3, alive, 360 days
16.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
15.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
15.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
15.4
DO45303
0 years, female, NA, stage:3, alive, 990 days
15.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
15.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
15.1
DO45287
0 years, male, NA, stage:1, alive, 390 days
15.0
DO45277
0 years, male, NA, stage:3, alive, 600 days
15.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
14.9
DO23526
0 years, male, NA, stage:3, alive, 1050 days
14.9
DO50809
0 years, male, NA, stage:3, dead, 720 days
14.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
14.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
14.7
DO50850
0 years, male, NA, stage:3, alive, 720 days
14.6
DO45117
0 years, female, NA, stage:2, dead, 1110 days
14.4
DO45301
0 years, male, NA, stage:2, dead, 1440 days
14.3
DO50804
0 years, male, NA, stage:2, alive, 720 days
14.2
DO45249
0 years, male, NA, stage:1, alive, 630 days
14.1
DO50806
0 years, male, NA, stage:4, alive, 540 days
13.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
13.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
13.7
DO45221
0 years, female, NA, stage:4, dead, 390 days
13.6
DO23535
0 years, male, NA, stage:1, alive, 960 days
13.4
DO45111
0 years, male, NA, stage:2, alive, 1590 days
13.3
DO45297
0 years, female, NA, stage:4, dead, 1260 days
13.3
DO45092
0 years, male, NA, stage:4, dead, 1200 days
13.2
DO23542
0 years, male, NA, stage:3, alive, 960 days
13.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
13.0
DO48732
0 years, male, NA, stage:3, alive, 630 days
13.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
13.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
13.0
DO48747
0 years, male, NA, stage:3, alive, 540 days
12.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
12.8
DO45096
0 years, male, NA, stage:2, dead, 1290 days
12.7
DO48679
0 years, male, NA, stage:2, alive, 1200 days
12.7
DO45283
0 years, male, NA, stage:3, alive, 510 days
12.4
DO45121
0 years, male, NA, stage:3, alive, 1530 days
12.4
DO50799
0 years, female, NA, stage:2, alive, 540 days
12.3
DO45145
0 years, male, NA, stage:3, dead, 60 days
12.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
12.3
DO45199
0 years, female, NA, stage:2, alive, 1350 days
12.2
DO45169
0 years, male, NA, stage:3, alive, 1350 days
12.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
12.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
12.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
12.0
DO23538
0 years, male, NA, stage:2, alive, 450 days
11.9
DO50783
0 years, male, NA, stage:3, alive, 480 days
11.9
DO45201
0 years, male, NA, stage:1, alive, 900 days
11.9
DO23509
0 years, male, NA, stage:3, dead, 780 days
11.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
11.7
DO23518
0 years, male, NA, stage:2, alive, 1320 days
11.6
DO48743
0 years, female, NA, stage:2, alive, 570 days
11.6
DO23528
0 years, female, NA, stage:2, alive, 1020 days
11.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
11.6
DO45231
0 years, male, NA, stage:2, alive, 930 days
11.4
DO23537
0 years, male, NA, stage:2, dead, 900 days
11.3
DO50816
0 years, male, NA, stage:2, alive, 390 days
11.3
DO23530
0 years, male, NA, stage:4, dead, 180 days
11.2
DO45261
0 years, male, NA, stage:3, alive, 990 days
11.1
DO23536
0 years, male, NA, stage:2, alive, 930 days
11.1
DO45103
0 years, male, NA, stage:3, alive, 450 days
11.1
DO45185
0 years, male, NA, stage:2, alive, 600 days
11.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
11.0
DO45165
0 years, male, NA, stage:2, alive, 690 days
10.9
DO23541
0 years, male, NA, stage:2, alive, 930 days
10.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
10.8
DO23529
0 years, male, NA, stage:4, alive, 930 days
10.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
10.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
10.6
DO50802
0 years, male, NA, stage:2, alive, 930 days
10.5
DO48742
0 years, male, NA, stage:2, alive, 600 days
10.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
10.4
DO50822
0 years, male, NA, stage:2, alive, 510 days
10.4
DO48736
0 years, female, NA, stage:1, alive, 600 days
10.3
DO45223
0 years, male, NA, stage:4, alive, 1020 days
10.3
DO48717
0 years, male, NA, stage:4, dead, 180 days
10.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
10.2
DO48759
0 years, male, NA, stage:3, alive, 720 days
10.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
10.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
10.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
10.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
10.1
DO23524
0 years, female, NA, stage:2, alive, 1050 days
10.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
10.0
DO23519
0 years, male, NA, stage:3, alive, 630 days
9.9
DO50791
0 years, female, NA, stage:1, dead, 480 days
9.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
9.9
DO48695
0 years, male, NA, stage:2, alive, 720 days
9.8
DO23514
0 years, male, NA, stage:2, alive, 1290 days
9.8
DO48720
0 years, female, NA, stage:2, alive, 570 days
9.8
DO45239
0 years, male, NA, stage:2, alive, 870 days
9.8
DO45183
0 years, female, NA, stage:2, dead, 570 days
9.7
DO50832
0 years, male, NA, stage:3, alive, 90 days
9.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
9.7
DO45225
0 years, male, NA, stage:1, alive, 1050 days
9.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
9.7
DO45113
0 years, male, NA, stage:3, alive, 1560 days
9.6
DO45123
0 years, female, NA, stage:2, dead, 570 days
9.5
DO23510
0 years, female, NA, stage:2, alive, 870 days
9.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
9.4
DO45153
0 years, female, NA, stage:2, alive, 1380 days
9.4
DO50859
0 years, male, NA, stage:2, alive, 180 days
9.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
9.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
9.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
9.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
9.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
9.1
DO45267
0 years, male, NA, stage:3, dead, 570 days
9.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
9.1
DO45217
0 years, female, NA, stage:3, dead, 270 days
9.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
9.1
DO50776
0 years, male, NA, stage:1, alive, 690 days
9.1
DO48681
0 years, male, NA, stage:2, alive, 900 days
9.1
DO23532
0 years, female, NA, stage:1, alive, 960 days
9.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
9.1
DO45273
0 years, male, NA, stage:2, alive, 480 days
9.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
9.1
DO48712
0 years, male, NA, stage:2, alive, 810 days
9.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
8.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
8.9
DO50811
0 years, male, NA, stage:1, alive, 450 days
8.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
8.9
DO45213
0 years, male, NA, stage:1, alive, 1200 days
8.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
8.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
8.7
DO23550
0 years, male, NA, stage:1, alive, 990 days
8.7
DO50815
0 years, male, NA, stage:3, alive, 150 days
8.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
8.7
DO48728
0 years, female, NA, stage:2, alive, 150 days
8.7
DO45175
0 years, male, NA, stage:2, alive, 1140 days
8.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
8.6
DO48715
0 years, female, NA, stage:2, dead, 690 days
8.6
DO45115
0 years, male, NA, stage:2, alive, 840 days
8.6
DO48693
0 years, male, NA, stage:2, alive, 900 days
8.5
DO45247
0 years, female, NA, stage:2, alive, 210 days
8.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
8.5
DO45235
0 years, female, NA, stage:1, alive, 900 days
8.5
DO50787
0 years, male, NA, stage:3, alive, 480 days
8.4
DO48730
0 years, female, NA, stage:2, alive, 630 days
8.4
DO45229
0 years, male, NA, stage:1, alive, 990 days
8.4
DO45203
0 years, female, NA, stage:2, alive, 1170 days
8.4
DO45161
0 years, male, NA, stage:2, dead, 540 days
8.3
DO45141
0 years, male, NA, stage:2, alive, 1320 days
8.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
8.3
DO48725
0 years, male, NA, stage:1, alive, 780 days
8.3
DO45253
0 years, male, NA, stage:2, alive, 870 days
8.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
8.2
DO23549
0 years, male, NA, stage:3, alive, 990 days
8.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
7.9
DO50803
0 years, female, NA, stage:1, alive, 540 days
7.8
DO48737
0 years, male, NA, stage:1, alive, 720 days
7.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
7.8
DO45243
0 years, female, NA, stage:3, alive, 930 days
7.7
DO48682
0 years, female, NA, stage:3, dead, 120 days
7.7
DO50817
0 years, male, NA, stage:2, alive, 390 days
7.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
7.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
7.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
7.5
DO45094
0 years, male, NA, stage:3, alive, 1650 days
7.5
DO50818
0 years, male, NA, stage:2, alive, 510 days
7.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
7.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
7.4
DO23511
0 years, female, NA, stage:3, dead, 180 days
7.2
DO45107
0 years, female, NA, stage:2, alive, 1710 days
7.1
DO23547
0 years, male, NA, stage:1, alive, 1020 days
7.0
DO45211
0 years, male, NA, stage:3, alive, 240 days
7.0
DO23546
0 years, male, NA, stage:2, alive, 1050 days
6.9
DO23512
0 years, male, NA, stage:1, alive, 1260 days
6.8
DO23525
0 years, male, NA, stage:4, alive, 1050 days
6.8
DO45109
0 years, male, NA, stage:2, alive, 1590 days
6.8
DO45255
0 years, male, NA, stage:3, alive, 720 days
6.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
6.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
6.7
DO45187
0 years, female, NA, stage:1, alive, 1260 days
6.7
DO23508
0 years, female, NA, stage:2, alive, 390 days
6.5
DO23539
0 years, male, NA, stage:1, alive, 1110 days
6.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
6.3
DO45181
0 years, female, NA, stage:2, alive, 1200 days
6.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
6.2
DO23533
0 years, male, NA, stage:2, alive, 900 days
5.8
DO45215
0 years, male, NA, stage:2, alive, 1170 days
5.7
DO50805
0 years, male, NA, stage:2, alive, 690 days
5.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
5.7
DO45191
0 years, female, NA, stage:2, alive, 1200 days
5.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
5.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
5.5
DO23534
0 years, male, NA, stage:2, alive, 840 days
5.4
DO48760
0 years, female, NA, stage:2, alive, 690 days
5.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
5.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
5.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
4.8
DO50840
0 years, male, NA, stage:2, alive, 330 days
4.6
DO23517
0 years, male, NA, stage:2, alive, 1200 days
4.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
4.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
4.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
3.9
DO50845
0 years, male, NA, stage:3, alive, 210 days
3.5
DO45195
0 years, male, NA, stage:1, alive, 390 days
3.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
3.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
3.1
DO45105
0 years, male, NA, stage:1, alive, 1680 days
3.1
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
271
Tumor
0.6
471
Tumor
0.6
635
Tumor
0.5
257
Tumor
0.5
743
Tumor
0.5
131
Tumor
0.5
553
Tumor
0.4
395
Tumor
0.4
343
Tumor
0.4
125
Tumor
0.4
921
Tumor
0.4
297
Tumor
0.4
147
Tumor
0.4
425
Tumor
0.3
313
Tumor
0.3
112
Tumor
0.3
817
Tumor
0.3
137
Tumor
0.3
1021
Tumor
0.3
445
Tumor
0.3
536
Normal
0.3
1027
Tumor
0.3
533
Tumor
0.3
188
Normal
0.3
444
Normal
0.3
123
Tumor
0.3
917
Tumor
0.3
192
Normal
0.3
491
Tumor
0.3
431
Tumor
0.3
671
Tumor
0.3
911
Tumor
0.3
1045
Tumor
0.3
497
Tumor
0.3
977
Tumor
0.2
815
Tumor
0.2
695
Tumor
0.2
925
Tumor
0.2
127
Tumor
0.2
185
Tumor
0.2
721
Tumor
0.2
975
Tumor
0.2
311
Tumor
0.2
363
Tumor
0.2
863
Tumor
0.2
126
Normal
0.2
124
Normal
0.2
813
Tumor
0.2
478
Normal
0.2
351
Tumor
0.2
1025
Tumor
0.2
477
Tumor
0.2
435
Tumor
0.2
427
Tumor
0.2
211
Tumor
0.2
563
Tumor
0.2
344
Normal
0.2
617
Tumor
0.2
1015
Tumor
0.2
451
Tumor
0.2
558
Normal
0.2
386
Normal
0.2
421
Tumor
0.2
187
Tumor
0.2
567
Tumor
0.2
686
Normal
0.1
447
Tumor
0.1
135
Tumor
0.1
261
Tumor
0.1
1028
Normal
0.1
384
Normal
0.1
538
Normal
0.1
385
Tumor
0.1
778
Normal
0.1
665
Tumor
0.1
383
Tumor
0.1
434
Normal
0.1
148
Normal
0.1
573
Tumor
0.1
981
Tumor
0.1
218
Normal
0.1
527
Tumor
0.1
1013
Tumor
0.1
564
Normal
0.1
468
Normal
0.1
852
Normal
0.1
443
Tumor
0.1
283
Tumor
0.1
574
Normal
0.1
396
Normal
0.1
393
Tumor
0.1
715
Tumor
0.1
524
Normal
0.1
452
Normal
0.1
394
Normal
0.1
814
Normal
0.1
663
Tumor
0.1
716
Normal
0.1
352
Normal
0.1
113
Tumor
0.1
528
Normal
0.1
492
Normal
0.1
416
Normal
0.1
636
Normal
0.1
913
Tumor
0.1
865
Tumor
0.1
171
Tumor
0.1
867
Tumor
0.1
916
Normal
0.1
231
Tumor
0.1
214
Normal
0.1
111
Normal
0.1
268
Normal
0.1
114
Normal
0.1
138
Normal
0.1
172
Normal
0.1
312
Normal
0.1
861
Tumor
0.1
388
Normal
0.1
392
Normal
0.1
272
Normal
0.1
741
Tumor
0.1
568
Normal
0.1
232
Normal
0.1
943
Tumor
0.1
627
Tumor
0.1
642
Normal
0.1
456
Normal
0.1
918
Normal
0.1
647
Tumor
0.1
186
Normal
0.1
128
Normal
0.1
744
Normal
0.1
136
Normal
0.1
422
Normal
0.1
262
Normal
0.1
722
Normal
0.1
713
Tumor
0.1
554
Normal
0.1
376
Normal
0.1
724
Normal
0.1
162
Normal
0.1
984
Normal
0.1
963
Tumor
0.1
868
Normal
0.1
666
Normal
0.1
1044
Normal
0.1
628
Normal
0.1
951
Tumor
0.1
785
Tumor
0.1
146
Normal
0.1
924
Normal
0.1
354
Normal
0.1
696
Normal
0.1
968
Normal
0.1
956
Normal
0.1
222
Normal
0.1
672
Normal
0.1
414
Normal
0.1
958
Normal
0.1
535
Tumor
0.1
353
Tumor
0.0
224
Normal
0.0
648
Normal
0.0
213
Tumor
0.0
278
Normal
0.0
952
Normal
0.0
362
Normal
0.0
955
Tumor
0.0
976
Normal
0.0
518
Normal
0.0
462
Normal
0.0
432
Normal
0.0
366
Normal
0.0
697
Tumor
0.0
498
Normal
0.0
365
Tumor
0.0
572
Normal
0.0
874
Normal
0.0
1022
Normal
0.0
212
Normal
0.0
878
Normal
0.0
284
Normal
0.0
132
Normal
0.0
227
Tumor
0.0
412
Normal
0.0
436
Normal
0.0
474
Normal
0.0
714
Normal
0.0
864
Normal
0.0
884
Normal
0.0
877
Tumor
0.0
777
Tumor
0.0
738
Normal
0.0
1014
Normal
0.0
466
Normal
0.0
954
Normal
0.0
426
Normal
0.0
355
Tumor
0.0
217
Tumor
0.0
944
Normal
0.0
926
Normal
0.0
258
Normal
0.0
982
Normal
0.0
516
Normal
0.0
862
Normal
0.0
368
Normal
0.0
966
Normal
0.0
494
Normal
0.0
526
Normal
0.0
141
Tumor
0.0
467
Tumor
0.0
866
Normal
0.0
513
Tumor
0.0
472
Normal
0.0
912
Normal
0.0
616
Normal
0.0
514
Normal
0.0
358
Normal
0.0
816
Normal
0.0
1031
Tumor
0.0
461
Tumor
0.0
464
Normal
0.0
851
Tumor
0.0
342
Normal
0.0
618
Normal
0.0
978
Normal
0.0
545
Tumor
0.0
332
Normal
0.0
746
Normal
0.0
424
Normal
0.0
517
Tumor
0.0
484
Normal
0.0
914
Normal
0.0
662
Normal
0.0
415
Tumor
0.0
824
Normal
0.0
873
Tumor
0.0
142
Normal
0.0
881
Tumor
0.0
964
Normal
0.0
448
Normal
0.0
364
Normal
0.0
367
Tumor
0.0
482
Normal
0.0
923
Tumor
0.0
664
Normal
0.0
728
Normal
0.0
446
Normal
0.0
196
Normal
0.0
1026
Normal
0.0
356
Normal
0.0
465
Tumor
0.0
922
Normal
0.0
823
Tumor
0.0
428
Normal
0.0
298
Normal
0.0
488
Normal
0.0
1016
Normal
0.0
1032
Normal
0.0
314
Normal
0.0
525
Tumor
0.0
882
Normal
0.0
455
Tumor
0.0
228
Normal
0.0
857
Tumor
0.0
1046
Normal
0.0
883
Tumor
-0.1
481
Tumor
-0.1
1041
Tumor
-0.1
938
Normal
-0.1
818
Normal
-0.1
286
Normal
-0.1
615
Tumor
-0.1
534
Normal
-0.1
191
Tumor
-0.1
515
Tumor
-0.1
723
Tumor
-0.1
375
Tumor
-0.1
328
Normal
-0.1
327
Tumor
-0.1
361
Tumor
-0.1
786
Normal
-0.1
433
Tumor
-0.1
423
Tumor
-0.1
285
Tumor
-0.1
161
Tumor
-0.1
742
Normal
-0.1
1042
Normal
-0.1
756
Normal
-0.1
661
Tumor
-0.1
983
Tumor
-0.1
546
Normal
-0.1
727
Tumor
-0.1
915
Tumor
-0.1
937
Tumor
-0.1
953
Tumor
-0.1
641
Tumor
-0.1
473
Tumor
-0.1
331
Tumor
-0.1
698
Normal
-0.1
195
Tumor
-0.1
223
Tumor
-0.2
391
Tumor
-0.2
463
Tumor
-0.2
745
Tumor
-0.2
965
Tumor
-0.2
411
Tumor
-0.2
145
Tumor
-0.2
487
Tumor
-0.2
858
Normal
-0.2
387
Tumor
-0.2
341
Tumor
-0.2
1043
Tumor
-0.2
755
Tumor
-0.2
957
Tumor
-0.2
493
Tumor
-0.2
557
Tumor
-0.2
267
Tumor
-0.2
483
Tumor
-0.2
413
Tumor
-0.2
357
Tumor
-0.3
221
Tumor
-0.3
571
Tumor
-0.3
523
Tumor
-0.3
967
Tumor
-0.3
685
Tumor
-0.3
737
Tumor
-0.3
277
Tumor
-0.4
537
Tumor
-0.5
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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
