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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.
OAZ2 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
36.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
120.7
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
82.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
76.1
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
75.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
74.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
74.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
72.4
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
70.4
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
69.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
67.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
66.8
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
65.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
65.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
64.6
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
63.9
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
63.1
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
63.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
62.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
62.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
62.4
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
60.5
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
59.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
59.4
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
58.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
58.4
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
57.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
57.4
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
56.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
56.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
56.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
56.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
55.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
55.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
55.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
54.9
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
54.4
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
54.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
54.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
53.9
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
53.5
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
53.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
53.5
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
53.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
53.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
53.0
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
52.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
52.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
52.3
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
52.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
51.0
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
50.7
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
49.9
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
49.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
49.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
49.2
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
49.1
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
48.8
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
48.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
48.2
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
48.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
47.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
47.5
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
47.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
47.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
47.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
46.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
46.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
46.6
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
46.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
46.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
45.7
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
45.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
44.9
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
44.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
44.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
44.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
44.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
44.4
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
44.1
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
44.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
43.8
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
43.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
43.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
43.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
43.3
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
43.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
43.1
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
43.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
42.8
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
42.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
42.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
42.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
42.2
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
42.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
42.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
41.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
41.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
41.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
41.8
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
41.6
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
41.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
40.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
40.7
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
40.6
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
40.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
40.6
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
40.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
40.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
40.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
40.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
40.2
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
40.1
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
40.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
40.0
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
39.9
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
39.9
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
39.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
39.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
39.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
39.6
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
39.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
39.3
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
39.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
39.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
38.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
38.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
38.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
38.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
38.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
38.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
38.0
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
37.9
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
37.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
37.6
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
37.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
37.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
37.4
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
37.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
37.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
37.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
37.3
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
37.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
37.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
37.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
37.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
37.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
36.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
36.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
36.8
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
36.8
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
36.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
36.5
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
36.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
36.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
36.4
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
36.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
36.3
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
36.2
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
36.1
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
36.1
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
36.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
36.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
36.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
36.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
35.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
35.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
35.4
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
35.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
35.4
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
35.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
35.3
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
35.2
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
35.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
35.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
35.1
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
35.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
34.9
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
34.9
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
34.8
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
34.7
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
34.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
34.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
34.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
34.1
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
34.0
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
33.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
33.9
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
33.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
33.7
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
33.7
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
33.6
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
33.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
33.5
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
33.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
33.4
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
33.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
33.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
33.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
33.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
33.2
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
33.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
32.9
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
32.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
32.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
32.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
32.5
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
32.4
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
32.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
32.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
32.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
31.9
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
31.8
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
31.7
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
31.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
31.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
31.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
31.4
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
31.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
31.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
31.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
31.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
31.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
31.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
31.1
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
31.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
31.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
31.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
31.0
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
30.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
30.8
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
30.7
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
30.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
30.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
30.5
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
30.4
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
30.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
30.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
30.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
30.2
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
30.2
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
30.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
30.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
29.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
29.7
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
29.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
29.6
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
29.5
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
29.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
29.5
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
29.4
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
29.4
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
29.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
29.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
29.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
29.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
29.0
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
29.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
28.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
28.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
28.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
28.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
28.7
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
28.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
28.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
28.6
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
28.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
28.5
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
28.5
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
28.5
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
28.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
28.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
28.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
28.1
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
28.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
27.9
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
27.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
27.7
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
27.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
27.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
27.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
27.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
27.0
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
27.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
27.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
27.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
27.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
26.6
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
26.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
26.4
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
26.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
26.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
26.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
26.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
26.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
26.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
25.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
25.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
25.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
25.5
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
25.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
25.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
25.2
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
25.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
24.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
24.7
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
24.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
24.1
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
24.1
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
24.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
24.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
24.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
23.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
23.7
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
23.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
23.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
23.3
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
23.2
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
23.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
22.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
22.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
22.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
22.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
21.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
21.8
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
21.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
21.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
21.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
21.2
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
21.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
20.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
20.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
20.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
20.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
20.0
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
20.0
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
20.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
19.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
19.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
19.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
19.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
18.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
18.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
18.3
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
18.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
17.9
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
17.9
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
17.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
17.5
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
17.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
16.5
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
16.3
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
15.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
15.4
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
15.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
13.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
13.7
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
13.2
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
12.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
11.3
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
10.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 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.
OAZ2 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
38.3
Number of samples
231
Samples
Sample
Description
TPM
DO48742
0 years, male, NA, stage:2, alive, 600 days
84.4
DO23532
0 years, female, NA, stage:1, alive, 960 days
82.3
DO45125
0 years, male, NA, stage:3, alive, 1680 days
78.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
78.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
76.7
DO45249
0 years, male, NA, stage:1, alive, 630 days
72.7
DO23540
0 years, male, NA, stage:1, alive, 750 days
72.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
71.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
68.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
66.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
64.7
DO50840
0 years, male, NA, stage:2, alive, 330 days
64.5
DO45201
0 years, male, NA, stage:1, alive, 900 days
63.8
DO50806
0 years, male, NA, stage:4, alive, 540 days
63.4
DO45273
0 years, male, NA, stage:2, alive, 480 days
62.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
62.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
62.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
61.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
59.1
DO23550
0 years, male, NA, stage:1, alive, 990 days
59.0
DO23538
0 years, male, NA, stage:2, alive, 450 days
58.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
58.4
DO45305
0 years, male, NA, stage:4, alive, 300 days
57.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
56.9
DO45119
0 years, male, NA, stage:3, dead, 510 days
56.3
DO48720
0 years, female, NA, stage:2, alive, 570 days
56.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
55.9
DO45303
0 years, female, NA, stage:3, alive, 990 days
54.7
DO50816
0 years, male, NA, stage:2, alive, 390 days
54.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
53.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
52.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
52.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
51.7
DO50804
0 years, male, NA, stage:2, alive, 720 days
51.4
DO45299
0 years, female, NA, stage:1, alive, 1440 days
50.9
DO45179
0 years, female, NA, stage:2, alive, 600 days
50.6
DO23511
0 years, female, NA, stage:3, dead, 180 days
50.4
DO45141
0 years, male, NA, stage:2, alive, 1320 days
50.3
DO50799
0 years, female, NA, stage:2, alive, 540 days
49.6
DO45143
0 years, male, NA, stage:3, alive, 1290 days
49.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
49.4
DO23515
0 years, male, NA, stage:2, alive, 1230 days
49.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
49.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
48.6
DO48717
0 years, male, NA, stage:4, dead, 180 days
48.1
DO45139
0 years, male, NA, stage:3, alive, 1320 days
47.5
DO45155
0 years, male, NA, stage:2, alive, 2160 days
47.4
DO45217
0 years, female, NA, stage:3, dead, 270 days
47.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
46.9
DO45109
0 years, male, NA, stage:2, alive, 1590 days
46.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
46.4
DO45265
0 years, male, NA, stage:3, alive, 1020 days
46.3
DO45223
0 years, male, NA, stage:4, alive, 1020 days
46.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
45.9
DO45259
0 years, male, NA, stage:3, alive, 330 days
45.5
DO50807
0 years, male, NA, stage:1, alive, 540 days
45.2
DO45289
0 years, female, NA, stage:3, alive, 360 days
45.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
44.5
DO45129
0 years, male, NA, stage:3, alive, 1470 days
44.4
DO45283
0 years, male, NA, stage:3, alive, 510 days
44.3
DO50776
0 years, male, NA, stage:1, alive, 690 days
44.3
DO45221
0 years, female, NA, stage:4, dead, 390 days
43.8
DO45137
0 years, male, NA, stage:1, alive, 1320 days
43.7
DO45094
0 years, male, NA, stage:3, alive, 1650 days
43.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
42.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
42.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
42.6
DO45153
0 years, female, NA, stage:2, alive, 1380 days
42.4
DO48725
0 years, male, NA, stage:1, alive, 780 days
42.3
DO45219
0 years, male, NA, stage:2, alive, 1080 days
42.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
42.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
42.2
DO45257
0 years, male, NA, stage:3, alive, 810 days
42.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
42.0
DO45145
0 years, male, NA, stage:3, dead, 60 days
41.9
DO48716
0 years, male, NA, stage:2, alive, 720 days
41.6
DO48695
0 years, male, NA, stage:2, alive, 720 days
41.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
41.3
DO45267
0 years, male, NA, stage:3, dead, 570 days
41.2
DO23547
0 years, male, NA, stage:1, alive, 1020 days
41.2
DO23510
0 years, female, NA, stage:2, alive, 870 days
41.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
41.0
DO50815
0 years, male, NA, stage:3, alive, 150 days
40.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
40.5
DO50802
0 years, male, NA, stage:2, alive, 930 days
40.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
40.2
DO45173
0 years, male, NA, stage:3, alive, 1170 days
39.7
DO45165
0 years, male, NA, stage:2, alive, 690 days
39.7
DO48719
0 years, male, NA, stage:2, alive, 690 days
39.6
DO48712
0 years, male, NA, stage:2, alive, 810 days
39.6
DO23552
0 years, female, NA, stage:1, alive, 810 days
39.3
DO23530
0 years, male, NA, stage:4, dead, 180 days
39.3
DO45207
0 years, male, NA, stage:1, alive, 1050 days
39.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
39.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
39.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
39.0
DO45189
0 years, female, NA, stage:2, alive, 1200 days
38.7
DO23512
0 years, male, NA, stage:1, alive, 1260 days
37.9
DO48747
0 years, male, NA, stage:3, alive, 540 days
37.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
37.8
DO48701
0 years, male, NA, stage:2, alive, 780 days
37.8
DO45103
0 years, male, NA, stage:3, alive, 450 days
37.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
37.5
DO50809
0 years, male, NA, stage:3, dead, 720 days
37.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
37.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
37.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
37.2
DO50839
0 years, female, NA, stage:3, alive, 330 days
37.1
DO48728
0 years, female, NA, stage:2, alive, 150 days
37.0
DO45203
0 years, female, NA, stage:2, alive, 1170 days
36.7
DO50850
0 years, male, NA, stage:3, alive, 720 days
36.7
DO48727
0 years, female, NA, stage:2, dead, 390 days
36.5
DO23525
0 years, male, NA, stage:4, alive, 1050 days
36.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
36.5
DO45255
0 years, male, NA, stage:3, alive, 720 days
36.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
35.9
DO23534
0 years, male, NA, stage:2, alive, 840 days
35.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
35.6
DO50829
0 years, male, NA, stage:3, alive, 570 days
35.5
DO45181
0 years, female, NA, stage:2, alive, 1200 days
35.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
35.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
35.5
DO48674
0 years, male, NA, stage:2, alive, 1260 days
35.5
DO48723
0 years, male, NA, stage:1, alive, 600 days
35.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
35.3
DO48736
0 years, female, NA, stage:1, alive, 600 days
35.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
34.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
34.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
34.5
DO48679
0 years, male, NA, stage:2, alive, 1200 days
34.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
34.4
DO45107
0 years, female, NA, stage:2, alive, 1710 days
34.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
33.9
DO45233
0 years, male, NA, stage:3, alive, 900 days
33.9
DO50789
0 years, female, NA, stage:2, alive, 570 days
33.9
DO45229
0 years, male, NA, stage:1, alive, 990 days
33.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
33.6
DO23529
0 years, male, NA, stage:4, alive, 930 days
33.6
DO48743
0 years, female, NA, stage:2, alive, 570 days
33.6
DO45231
0 years, male, NA, stage:2, alive, 930 days
33.5
DO45235
0 years, female, NA, stage:1, alive, 900 days
33.4
DO45209
0 years, male, NA, stage:4, alive, 1350 days
33.3
DO45131
0 years, male, NA, stage:4, dead, 360 days
33.2
DO45121
0 years, male, NA, stage:3, alive, 1530 days
33.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
33.1
DO45193
0 years, female, NA, stage:4, dead, 120 days
32.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
32.7
DO23513
0 years, male, NA, stage:3, alive, 1200 days
32.6
DO48760
0 years, female, NA, stage:2, alive, 690 days
32.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
32.4
DO50793
0 years, male, NA, stage:4, alive, 540 days
32.2
DO50845
0 years, male, NA, stage:3, alive, 210 days
32.1
DO45099
0 years, male, NA, stage:3, alive, 1590 days
32.1
DO45197
0 years, male, NA, stage:2, alive, 1170 days
31.9
DO50859
0 years, male, NA, stage:2, alive, 180 days
31.8
DO45101
0 years, male, NA, stage:2, alive, 1680 days
31.7
DO23519
0 years, male, NA, stage:3, alive, 630 days
31.7
DO23524
0 years, female, NA, stage:2, alive, 1050 days
31.7
DO23521
0 years, male, NA, stage:3, alive, 1110 days
31.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
31.2
DO45187
0 years, female, NA, stage:1, alive, 1260 days
31.2
DO45281
0 years, male, NA, stage:4, alive, 750 days
31.1
DO45297
0 years, female, NA, stage:4, dead, 1260 days
30.8
DO45247
0 years, female, NA, stage:2, alive, 210 days
30.8
DO50785
0 years, male, NA, stage:4, dead, 90 days
30.7
DO227801
0 years, female, NA, stage:1, alive, 660 days
30.7
DO45157
0 years, male, NA, stage:2, alive, 1980 days
29.9
DO48757
0 years, female, NA, stage:3, alive, 480 days
29.8
DO45253
0 years, male, NA, stage:2, alive, 870 days
29.6
DO45279
0 years, male, NA, stage:3, alive, 1290 days
29.6
DO45263
0 years, male, NA, stage:3, dead, 270 days
29.5
DO23546
0 years, male, NA, stage:2, alive, 1050 days
29.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
29.2
DO23518
0 years, male, NA, stage:2, alive, 1320 days
29.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
29.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
28.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
28.6
DO50814
0 years, male, NA, stage:3, alive, 420 days
28.2
DO48704
0 years, female, NA, stage:3, alive, 750 days
28.1
DO45183
0 years, female, NA, stage:2, dead, 570 days
28.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
27.8
DO45096
0 years, male, NA, stage:2, dead, 1290 days
27.7
DO45285
0 years, male, NA, stage:3, alive, 480 days
27.7
DO23541
0 years, male, NA, stage:2, alive, 930 days
27.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
27.5
DO23516
0 years, male, NA, stage:3, dead, 20 days
27.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
27.3
DO45241
0 years, male, NA, stage:1, alive, 1080 days
26.5
DO23539
0 years, male, NA, stage:1, alive, 1110 days
26.3
DO45115
0 years, male, NA, stage:2, alive, 840 days
26.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
26.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
26.0
DO45211
0 years, male, NA, stage:3, alive, 240 days
25.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
25.7
DO23514
0 years, male, NA, stage:2, alive, 1290 days
25.7
DO45105
0 years, male, NA, stage:1, alive, 1680 days
25.7
DO45171
0 years, male, NA, stage:3, alive, 600 days
25.3
DO45199
0 years, female, NA, stage:2, alive, 1350 days
25.2
DO23517
0 years, male, NA, stage:2, alive, 1200 days
24.9
DO45225
0 years, male, NA, stage:1, alive, 1050 days
24.9
DO50803
0 years, female, NA, stage:1, alive, 540 days
24.9
DO45091
0 years, male, NA, stage:2, dead, 1320 days
24.8
DO45191
0 years, female, NA, stage:2, alive, 1200 days
24.5
DO45159
0 years, male, NA, stage:3, alive, 1470 days
24.1
DO48737
0 years, male, NA, stage:1, alive, 720 days
24.0
DO45243
0 years, female, NA, stage:3, alive, 930 days
24.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
23.7
DO23509
0 years, male, NA, stage:3, dead, 780 days
23.6
DO23536
0 years, male, NA, stage:2, alive, 930 days
23.5
DO23533
0 years, male, NA, stage:2, alive, 900 days
23.5
DO45163
0 years, male, NA, stage:2, alive, 960 days
23.3
DO50832
0 years, male, NA, stage:3, alive, 90 days
23.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
22.9
DO45123
0 years, female, NA, stage:2, dead, 570 days
22.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
21.4
DO45133
0 years, male, NA, stage:3, dead, 660 days
21.2
DO48693
0 years, male, NA, stage:2, alive, 900 days
21.2
DO50783
0 years, male, NA, stage:3, alive, 480 days
21.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
20.6
DO23543
0 years, male, NA, stage:2, alive, 1020 days
20.5
DO50844
0 years, male, NA, stage:4, alive, 300 days
20.5
DO227643
0 years, male, NA, stage:2, alive, 1260 days
20.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
19.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
19.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
18.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
18.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
15.8
DO23544
0 years, male, NA, stage:2, alive, 960 days
15.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
14.1
DO45195
0 years, male, NA, stage:1, alive, 390 days
12.2
DO45237
0 years, male, NA, stage:2, alive, 900 days
10.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
Normal
N/A
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
