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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.
MAP4K4 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
21.1
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
125.2
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
103.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
84.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
83.3
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
70.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
62.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
61.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
58.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
58.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
58.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
57.5
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
53.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
51.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
51.3
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
51.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
50.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
50.6
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
49.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
49.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
49.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
48.7
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
47.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
47.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
46.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
46.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
45.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
45.2
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
43.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
43.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
43.8
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
42.8
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
42.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
41.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
41.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
41.1
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
40.6
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
40.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
40.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
40.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
39.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
38.9
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
38.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
38.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
37.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
37.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
36.5
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
36.0
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
35.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
34.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
34.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
34.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
34.4
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
34.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
34.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
34.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
33.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
33.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
33.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
33.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
32.9
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
32.0
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
32.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
32.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
31.9
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
30.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
30.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
29.8
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
29.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
29.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
29.4
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
29.3
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
29.3
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
29.3
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
29.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
29.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
28.9
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
28.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
28.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
28.6
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
28.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
28.4
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
28.4
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
28.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
28.0
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
27.9
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
27.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
27.4
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
27.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
27.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
27.3
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
27.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
27.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
26.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
26.6
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
26.4
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
26.4
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
26.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
26.0
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
25.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
25.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
25.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
25.3
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
25.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
25.2
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
25.1
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
24.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
24.8
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
24.8
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
24.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
24.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
24.7
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
24.4
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
24.4
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
24.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
24.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
24.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
24.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
24.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
23.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
23.9
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
23.6
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
23.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
22.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
22.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
22.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
22.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
22.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
22.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
22.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
22.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
22.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
22.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
22.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
22.1
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
21.9
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
21.9
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
21.7
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
21.3
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
21.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
21.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
21.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
21.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
20.7
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
20.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
20.3
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
20.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
20.3
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
20.2
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
20.1
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
20.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
20.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
20.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
19.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
19.7
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
19.7
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
19.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
19.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
19.4
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
19.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
19.1
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
19.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
19.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
18.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
18.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
18.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
18.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
18.2
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
18.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
18.1
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
18.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
17.9
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
17.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
17.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
17.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
17.5
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
17.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
17.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
16.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
16.8
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
16.8
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
16.7
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
16.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
16.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
16.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
16.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
16.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
16.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
16.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
16.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
16.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
16.1
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
15.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
15.9
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
15.9
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
15.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
15.9
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
15.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
15.7
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
15.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
15.6
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
15.6
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
15.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
15.5
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
15.4
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
15.4
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
15.3
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
15.3
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
15.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
15.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
15.1
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
15.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
15.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
14.9
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
14.9
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
14.9
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
14.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
14.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
14.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
14.7
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
14.7
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
14.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
14.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
14.0
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
14.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
14.0
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
13.9
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
13.9
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
13.9
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
13.6
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
13.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
13.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
13.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
13.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
13.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
13.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
12.9
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
12.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
12.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
12.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
12.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
12.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
12.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
12.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
12.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
12.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
12.3
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
12.3
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
12.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
12.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
12.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
12.1
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
12.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
12.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
11.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
11.8
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
11.8
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
11.7
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
11.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
11.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
11.5
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
11.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
11.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
11.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
11.2
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
11.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
11.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
11.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
10.9
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
10.9
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
10.8
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
10.6
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
10.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
10.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
10.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
10.6
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
10.5
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
10.5
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
10.4
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
10.4
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
10.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
10.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
10.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
9.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
9.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
9.7
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
9.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
9.6
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
9.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
9.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
9.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
9.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
9.2
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
9.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
9.2
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
9.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
9.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
9.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
9.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
8.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
8.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
8.9
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
8.9
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
8.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
8.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
8.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
8.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
8.6
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
8.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
8.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
8.6
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
8.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
8.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
8.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
8.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
8.1
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
8.1
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
8.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
8.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
7.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
7.7
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
7.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
7.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
7.5
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
7.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
7.5
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
7.5
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
7.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
7.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
7.2
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
7.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
6.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
6.7
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
6.6
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
6.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
6.3
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
6.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
6.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
6.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
6.0
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
5.9
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
5.8
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
5.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
5.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
5.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
5.4
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
5.4
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
5.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
5.1
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
5.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
4.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
4.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
4.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
4.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
4.4
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
4.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
4.4
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
4.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 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.
MAP4K4 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
19.7
Number of samples
231
Samples
Sample
Description
TPM
DO45193
0 years, female, NA, stage:4, dead, 120 days
104.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
94.4
DO50815
0 years, male, NA, stage:3, alive, 150 days
84.8
DO45183
0 years, female, NA, stage:2, dead, 570 days
78.8
DO45155
0 years, male, NA, stage:2, alive, 2160 days
62.2
DO45219
0 years, male, NA, stage:2, alive, 1080 days
55.9
DO45189
0 years, female, NA, stage:2, alive, 1200 days
52.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
48.8
DO48681
0 years, male, NA, stage:2, alive, 900 days
44.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
41.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
41.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
40.7
DO48736
0 years, female, NA, stage:1, alive, 600 days
39.8
DO23542
0 years, male, NA, stage:3, alive, 960 days
39.8
DO48757
0 years, female, NA, stage:3, alive, 480 days
39.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
39.7
DO45187
0 years, female, NA, stage:1, alive, 1260 days
39.4
DO45301
0 years, male, NA, stage:2, dead, 1440 days
38.2
DO45263
0 years, male, NA, stage:3, dead, 270 days
37.8
DO45185
0 years, male, NA, stage:2, alive, 600 days
37.4
DO45239
0 years, male, NA, stage:2, alive, 870 days
37.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
37.1
DO45279
0 years, male, NA, stage:3, alive, 1290 days
37.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
36.9
DO23515
0 years, male, NA, stage:2, alive, 1230 days
35.8
DO45213
0 years, male, NA, stage:1, alive, 1200 days
34.0
DO45217
0 years, female, NA, stage:3, dead, 270 days
33.6
DO45179
0 years, female, NA, stage:2, alive, 600 days
32.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
32.1
DO45207
0 years, male, NA, stage:1, alive, 1050 days
31.0
DO48730
0 years, female, NA, stage:2, alive, 630 days
30.8
DO45245
0 years, female, NA, stage:2, dead, 240 days
30.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
30.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
29.6
DO23547
0 years, male, NA, stage:1, alive, 1020 days
29.2
DO48717
0 years, male, NA, stage:4, dead, 180 days
29.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
28.7
DO48732
0 years, male, NA, stage:3, alive, 630 days
28.4
DO23526
0 years, male, NA, stage:3, alive, 1050 days
28.1
DO45297
0 years, female, NA, stage:4, dead, 1260 days
26.8
DO23513
0 years, male, NA, stage:3, alive, 1200 days
26.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
26.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
25.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
25.7
DO45267
0 years, male, NA, stage:3, dead, 570 days
25.7
DO45165
0 years, male, NA, stage:2, alive, 690 days
25.7
DO45139
0 years, male, NA, stage:3, alive, 1320 days
25.3
DO48746
0 years, male, NA, stage:3, alive, 570 days
25.1
DO45305
0 years, male, NA, stage:4, alive, 300 days
25.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
24.8
DO23540
0 years, male, NA, stage:1, alive, 750 days
24.5
DO45131
0 years, male, NA, stage:4, dead, 360 days
24.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
23.9
DO45233
0 years, male, NA, stage:3, alive, 900 days
23.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
23.8
DO48751
0 years, male, NA, stage:2, dead, 480 days
23.5
DO48715
0 years, female, NA, stage:2, dead, 690 days
23.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
23.3
DO45283
0 years, male, NA, stage:3, alive, 510 days
23.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
22.2
DO45157
0 years, male, NA, stage:2, alive, 1980 days
21.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
21.6
DO23528
0 years, female, NA, stage:2, alive, 1020 days
21.6
DO48720
0 years, female, NA, stage:2, alive, 570 days
21.1
DO45249
0 years, male, NA, stage:1, alive, 630 days
21.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
21.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
21.0
DO45289
0 years, female, NA, stage:3, alive, 360 days
20.9
DO45247
0 years, female, NA, stage:2, alive, 210 days
20.9
DO23529
0 years, male, NA, stage:4, alive, 930 days
20.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
20.4
DO48672
0 years, male, NA, stage:2, alive, 450 days
20.3
DO50832
0 years, male, NA, stage:3, alive, 90 days
20.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
20.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
20.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
20.1
DO48712
0 years, male, NA, stage:2, alive, 810 days
19.9
DO45281
0 years, male, NA, stage:4, alive, 750 days
19.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
19.7
DO50829
0 years, male, NA, stage:3, alive, 570 days
19.6
DO45129
0 years, male, NA, stage:3, alive, 1470 days
19.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
19.3
DO50825
0 years, male, NA, stage:2, alive, 390 days
19.2
DO45105
0 years, male, NA, stage:1, alive, 1680 days
19.2
DO45265
0 years, male, NA, stage:3, alive, 1020 days
18.8
DO23539
0 years, male, NA, stage:1, alive, 1110 days
18.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
18.6
DO48727
0 years, female, NA, stage:2, dead, 390 days
18.1
DO45299
0 years, female, NA, stage:1, alive, 1440 days
18.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
18.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
17.9
DO50778
0 years, male, NA, stage:4, alive, 630 days
17.9
DO50859
0 years, male, NA, stage:2, alive, 180 days
17.9
DO45241
0 years, male, NA, stage:1, alive, 1080 days
17.8
DO45209
0 years, male, NA, stage:4, alive, 1350 days
17.8
DO23518
0 years, male, NA, stage:2, alive, 1320 days
17.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
17.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
17.6
DO45153
0 years, female, NA, stage:2, alive, 1380 days
17.4
DO45259
0 years, male, NA, stage:3, alive, 330 days
17.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
17.1
DO23530
0 years, male, NA, stage:4, dead, 180 days
17.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
17.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
17.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
16.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
16.6
DO50787
0 years, male, NA, stage:3, alive, 480 days
16.6
DO48677
0 years, male, NA, stage:3, alive, 1140 days
16.3
DO23546
0 years, male, NA, stage:2, alive, 1050 days
16.1
DO45287
0 years, male, NA, stage:1, alive, 390 days
16.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
16.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
16.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
16.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
16.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
15.9
DO45277
0 years, male, NA, stage:3, alive, 600 days
15.8
DO48737
0 years, male, NA, stage:1, alive, 720 days
15.6
DO23534
0 years, male, NA, stage:2, alive, 840 days
15.6
DO45149
0 years, female, NA, stage:2, alive, 1260 days
15.4
DO45107
0 years, female, NA, stage:2, alive, 1710 days
15.3
DO50844
0 years, male, NA, stage:4, alive, 300 days
15.2
DO50799
0 years, female, NA, stage:2, alive, 540 days
15.1
DO45173
0 years, male, NA, stage:3, alive, 1170 days
15.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
15.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
15.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
15.1
DO45111
0 years, male, NA, stage:2, alive, 1590 days
15.1
DO45197
0 years, male, NA, stage:2, alive, 1170 days
15.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
14.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
14.6
DO45099
0 years, male, NA, stage:3, alive, 1590 days
14.6
DO45235
0 years, female, NA, stage:1, alive, 900 days
14.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
14.5
DO48733
0 years, male, NA, stage:2, alive, 600 days
14.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
14.4
DO50822
0 years, male, NA, stage:2, alive, 510 days
14.3
DO45171
0 years, male, NA, stage:3, alive, 600 days
14.1
DO50814
0 years, male, NA, stage:3, alive, 420 days
14.0
DO45261
0 years, male, NA, stage:3, alive, 990 days
14.0
DO50805
0 years, male, NA, stage:2, alive, 690 days
13.9
DO50813
0 years, male, NA, stage:2, alive, 420 days
13.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
13.6
DO23525
0 years, male, NA, stage:4, alive, 1050 days
13.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
13.5
DO45237
0 years, male, NA, stage:2, alive, 900 days
13.5
DO45159
0 years, male, NA, stage:3, alive, 1470 days
13.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
13.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
13.3
DO50791
0 years, female, NA, stage:1, dead, 480 days
13.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
13.3
DO48706
0 years, male, NA, stage:2, alive, 870 days
13.2
DO23537
0 years, male, NA, stage:2, dead, 900 days
13.2
DO45227
0 years, female, NA, stage:2, alive, 1020 days
13.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
13.1
DO50806
0 years, male, NA, stage:4, alive, 540 days
13.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
13.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
13.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
13.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
12.9
DO23509
0 years, male, NA, stage:3, dead, 780 days
12.8
DO45221
0 years, female, NA, stage:4, dead, 390 days
12.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
12.8
DO50809
0 years, male, NA, stage:3, dead, 720 days
12.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
12.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
12.5
DO23536
0 years, male, NA, stage:2, alive, 930 days
12.5
DO45115
0 years, male, NA, stage:2, alive, 840 days
12.4
DO23532
0 years, female, NA, stage:1, alive, 960 days
12.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
12.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
12.2
DO48761
0 years, male, NA, stage:2, alive, 870 days
12.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
12.1
DO45201
0 years, male, NA, stage:1, alive, 900 days
12.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
12.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
11.9
DO50804
0 years, male, NA, stage:2, alive, 720 days
11.9
DO45117
0 years, female, NA, stage:2, dead, 1110 days
11.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
11.8
DO45215
0 years, male, NA, stage:2, alive, 1170 days
11.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
11.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
11.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
11.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
11.0
DO23548
0 years, female, NA, stage:1, alive, 840 days
11.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
11.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
11.0
DO48679
0 years, male, NA, stage:2, alive, 1200 days
10.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
10.9
DO23533
0 years, male, NA, stage:2, alive, 900 days
10.9
DO45285
0 years, male, NA, stage:3, alive, 480 days
10.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
10.8
DO45097
0 years, male, NA, stage:3, alive, 1620 days
10.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
10.7
DO50818
0 years, male, NA, stage:2, alive, 510 days
10.7
DO48759
0 years, male, NA, stage:3, alive, 720 days
10.6
DO50817
0 years, male, NA, stage:2, alive, 390 days
10.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
10.3
DO23531
0 years, female, NA, stage:3, alive, 900 days
10.3
DO45095
0 years, male, NA, stage:2, alive, 1620 days
10.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
10.0
DO45255
0 years, male, NA, stage:3, alive, 720 days
9.9
DO45303
0 years, female, NA, stage:3, alive, 990 days
9.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
9.9
DO50774
0 years, female, NA, stage:2, alive, 720 days
9.9
DO50857
0 years, male, NA, stage:2, alive, 210 days
9.6
DO48716
0 years, male, NA, stage:2, alive, 720 days
9.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
9.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
9.5
DO23551
0 years, male, NA, stage:3, dead, 150 days
9.3
DO45094
0 years, male, NA, stage:3, alive, 1650 days
9.3
DO45125
0 years, male, NA, stage:3, alive, 1680 days
9.2
DO23538
0 years, male, NA, stage:2, alive, 450 days
8.7
DO23545
0 years, male, NA, stage:2, dead, 570 days
8.6
DO48693
0 years, male, NA, stage:2, alive, 900 days
8.5
DO45175
0 years, male, NA, stage:2, alive, 1140 days
8.4
DO23517
0 years, male, NA, stage:2, alive, 1200 days
8.3
DO45169
0 years, male, NA, stage:3, alive, 1350 days
8.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
8.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
7.5
DO227643
0 years, male, NA, stage:2, alive, 1260 days
7.5
DO23544
0 years, male, NA, stage:2, alive, 960 days
7.3
DO45211
0 years, male, NA, stage:3, alive, 240 days
7.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
6.8
DO23550
0 years, male, NA, stage:1, alive, 990 days
6.3
DO45199
0 years, female, NA, stage:2, alive, 1350 days
5.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
5.5
DO50839
0 years, female, NA, stage:3, alive, 330 days
5.5
DO50785
0 years, male, NA, stage:4, dead, 90 days
5.2
DO48674
0 years, male, NA, stage:2, alive, 1260 days
4.8
DO45195
0 years, male, NA, stage:1, alive, 390 days
4.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
3.4
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
943
Tumor
1.5
473
Tumor
1.4
743
Tumor
1.4
951
Tumor
1.3
737
Tumor
1.2
877
Tumor
1.0
285
Tumor
1.0
863
Tumor
0.9
131
Tumor
0.9
965
Tumor
0.8
881
Tumor
0.7
455
Tumor
0.7
671
Tumor
0.7
463
Tumor
0.7
147
Tumor
0.7
447
Tumor
0.7
975
Tumor
0.7
1043
Tumor
0.7
813
Tumor
0.7
977
Tumor
0.6
331
Tumor
0.6
545
Tumor
0.6
1015
Tumor
0.6
814
Normal
0.6
283
Tumor
0.6
967
Tumor
0.6
1031
Tumor
0.5
617
Tumor
0.5
923
Tumor
0.5
724
Normal
0.5
343
Tumor
0.4
641
Tumor
0.4
713
Tumor
0.4
527
Tumor
0.4
697
Tumor
0.4
221
Tumor
0.4
451
Tumor
0.4
1025
Tumor
0.4
433
Tumor
0.4
533
Tumor
0.4
513
Tumor
0.3
745
Tumor
0.3
915
Tumor
0.3
421
Tumor
0.3
297
Tumor
0.3
777
Tumor
0.3
313
Tumor
0.3
1045
Tumor
0.3
911
Tumor
0.3
471
Tumor
0.3
627
Tumor
0.3
553
Tumor
0.3
515
Tumor
0.3
1021
Tumor
0.3
161
Tumor
0.3
1041
Tumor
0.3
981
Tumor
0.3
141
Tumor
0.3
742
Normal
0.3
817
Tumor
0.3
311
Tumor
0.3
635
Tumor
0.2
427
Tumor
0.2
868
Normal
0.2
261
Tumor
0.2
916
Normal
0.2
536
Normal
0.2
786
Normal
0.2
554
Normal
0.2
423
Tumor
0.2
482
Normal
0.2
357
Tumor
0.2
1046
Normal
0.2
523
Tumor
0.2
188
Normal
0.2
663
Tumor
0.2
472
Normal
0.2
258
Normal
0.2
478
Normal
0.2
365
Tumor
0.2
921
Tumor
0.2
937
Tumor
0.2
444
Normal
0.2
467
Tumor
0.2
728
Normal
0.2
738
Normal
0.2
498
Normal
0.2
938
Normal
0.2
862
Normal
0.2
913
Tumor
0.2
534
Normal
0.2
267
Tumor
0.2
481
Tumor
0.2
723
Tumor
0.2
525
Tumor
0.2
857
Tumor
0.2
456
Normal
0.2
268
Normal
0.2
741
Tumor
0.2
272
Normal
0.2
491
Tumor
0.2
227
Tumor
0.2
162
Normal
0.2
186
Normal
0.2
714
Normal
0.2
955
Tumor
0.2
363
Tumor
0.2
716
Normal
0.2
884
Normal
0.2
353
Tumor
0.2
415
Tumor
0.2
341
Tumor
0.2
661
Tumor
0.2
964
Normal
0.1
727
Tumor
0.1
755
Tumor
0.1
756
Normal
0.1
497
Tumor
0.1
484
Normal
0.1
546
Normal
0.1
232
Normal
0.1
563
Tumor
0.1
432
Normal
0.1
327
Tumor
0.1
262
Normal
0.1
492
Normal
0.1
696
Normal
0.1
648
Normal
0.1
136
Normal
0.1
132
Normal
0.1
278
Normal
0.1
926
Normal
0.1
298
Normal
0.1
462
Normal
0.1
191
Tumor
0.1
867
Tumor
0.1
944
Normal
0.1
452
Normal
0.1
518
Normal
0.1
461
Tumor
0.1
616
Normal
0.1
954
Normal
0.1
145
Tumor
0.1
314
Normal
0.1
538
Normal
0.1
1016
Normal
0.1
171
Tumor
0.1
852
Normal
0.1
571
Tumor
0.1
1042
Normal
0.1
446
Normal
0.1
474
Normal
0.1
744
Normal
0.1
918
Normal
0.1
956
Normal
0.1
952
Normal
0.1
1028
Normal
0.1
778
Normal
0.1
666
Normal
0.1
963
Tumor
0.1
416
Normal
0.1
873
Tumor
0.1
958
Normal
0.1
192
Normal
0.1
257
Tumor
0.1
662
Normal
0.1
1022
Normal
0.1
866
Normal
0.1
912
Normal
0.1
361
Tumor
0.1
924
Normal
0.1
984
Normal
0.1
874
Normal
0.1
1032
Normal
0.1
698
Normal
0.1
228
Normal
0.1
271
Tumor
0.1
864
Normal
0.1
142
Normal
0.1
922
Normal
0.1
524
Normal
0.1
213
Tumor
0.1
212
Normal
0.1
1014
Normal
0.1
477
Tumor
0.1
464
Normal
0.1
746
Normal
0.1
878
Normal
0.1
526
Normal
0.1
284
Normal
0.1
355
Tumor
0.1
824
Normal
0.1
528
Normal
0.1
823
Tumor
0.1
722
Normal
0.1
368
Normal
0.1
172
Normal
0.1
137
Tumor
0.1
332
Normal
0.1
494
Normal
0.1
286
Normal
0.1
1026
Normal
0.1
976
Normal
0.0
858
Normal
0.0
488
Normal
0.0
466
Normal
0.0
721
Tumor
0.0
816
Normal
0.0
126
Normal
0.0
917
Tumor
0.0
148
Normal
0.0
818
Normal
0.0
414
Normal
0.0
914
Normal
0.0
112
Tumor
0.0
785
Tumor
0.0
664
Normal
0.0
312
Normal
0.0
185
Tumor
0.0
516
Normal
0.0
328
Normal
0.0
574
Normal
0.0
982
Normal
0.0
564
Normal
0.0
187
Tumor
0.0
572
Normal
0.0
968
Normal
0.0
431
Tumor
0.0
558
Normal
0.0
493
Tumor
0.0
448
Normal
0.0
1044
Normal
0.0
386
Normal
0.0
983
Tumor
0.0
487
Tumor
0.0
223
Tumor
0.0
422
Normal
0.0
715
Tumor
0.0
966
Normal
0.0
978
Normal
0.0
138
Normal
0.0
882
Normal
0.0
376
Normal
0.0
195
Tumor
0.0
557
Tumor
0.0
615
Tumor
0.0
647
Tumor
0.0
568
Normal
0.0
218
Normal
0.0
387
Tumor
0.0
354
Normal
0.0
686
Normal
0.0
468
Normal
0.0
135
Tumor
0.0
222
Normal
0.0
214
Normal
0.0
146
Normal
0.0
224
Normal
0.0
113
Tumor
0.0
1013
Tumor
0.0
412
Normal
0.0
445
Tumor
0.0
436
Normal
0.0
342
Normal
0.0
413
Tumor
0.0
128
Normal
0.0
537
Tumor
0.0
428
Normal
0.0
434
Normal
0.0
883
Tumor
0.0
385
Tumor
0.0
375
Tumor
0.0
358
Normal
0.0
443
Tumor
0.0
483
Tumor
0.0
277
Tumor
0.0
362
Normal
0.0
114
Normal
0.0
672
Normal
-0.1
366
Normal
-0.1
514
Normal
-0.1
628
Normal
-0.1
364
Normal
-0.1
953
Tumor
-0.1
196
Normal
-0.1
383
Tumor
-0.1
211
Tumor
-0.1
424
Normal
-0.1
125
Tumor
-0.1
111
Normal
-0.1
356
Normal
-0.1
394
Normal
-0.1
426
Normal
-0.1
411
Tumor
-0.1
392
Normal
-0.1
695
Tumor
-0.1
367
Tumor
-0.1
124
Normal
-0.1
217
Tumor
-0.1
344
Normal
-0.1
618
Normal
-0.1
861
Tumor
-0.1
642
Normal
-0.1
465
Tumor
-0.1
396
Normal
-0.1
957
Tumor
-0.1
352
Normal
-0.1
517
Tumor
-0.1
384
Normal
-0.1
925
Tumor
-0.2
127
Tumor
-0.2
351
Tumor
-0.2
231
Tumor
-0.2
435
Tumor
-0.2
395
Tumor
-0.2
123
Tumor
-0.2
636
Normal
-0.2
388
Normal
-0.2
535
Tumor
-0.2
393
Tumor
-0.2
865
Tumor
-0.2
573
Tumor
-0.3
391
Tumor
-0.3
425
Tumor
-0.3
851
Tumor
-0.3
665
Tumor
-0.3
567
Tumor
-0.4
1027
Tumor
-0.4
685
Tumor
-0.5
815
Tumor
-0.6
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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
