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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.
B4GALT2 is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
76.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
67.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
66.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
63.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
61.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
56.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
47.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
46.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
45.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
45.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
44.9
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
43.9
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
43.8
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
43.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
43.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
42.7
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
41.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
41.3
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
40.6
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
40.5
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
39.4
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
39.2
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
38.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
37.8
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
37.7
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
36.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
36.6
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
36.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
34.8
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
33.9
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
33.0
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
32.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
32.0
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
31.8
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
31.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
31.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
30.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
30.8
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
30.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
30.1
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
30.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
29.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
29.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
29.0
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
28.2
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
28.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
28.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
28.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
27.8
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
27.8
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
27.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
27.3
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
27.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
27.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
27.1
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
26.8
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
26.5
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
26.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
26.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
26.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
26.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
25.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
25.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
25.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
25.5
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
25.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
25.2
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
25.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
25.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
24.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
24.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
24.8
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
24.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
24.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
24.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
24.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
24.1
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
24.1
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
23.9
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
23.7
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
23.5
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
23.5
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
23.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
23.2
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
23.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
23.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
22.8
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
22.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
22.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
22.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
22.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
22.3
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
22.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
22.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
22.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
21.8
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
21.8
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
21.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
21.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
21.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
21.5
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
21.5
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
21.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
21.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
21.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
21.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
21.2
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
21.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
21.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
20.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
20.9
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
20.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
20.9
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
20.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
20.7
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
20.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
20.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
20.7
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
20.7
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
20.6
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
20.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
20.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
20.4
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
20.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
20.2
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
20.2
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
20.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
19.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
19.7
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
19.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
19.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
19.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
19.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
19.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
19.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
19.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
19.3
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
19.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
18.8
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
18.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
18.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
18.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
18.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
18.4
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
18.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
18.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
18.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
18.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
18.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
18.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
18.0
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
17.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
17.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
17.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
17.6
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
17.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
17.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
17.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
17.4
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
17.4
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
17.4
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
17.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
17.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
17.2
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
17.2
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
17.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
17.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
17.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
17.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
17.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
16.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
16.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
16.8
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
16.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
16.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
16.4
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
16.4
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
16.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
16.3
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
16.2
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
16.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
16.1
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
16.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
16.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
15.9
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
15.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
15.8
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
15.7
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
15.7
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
15.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
15.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
15.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
15.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
15.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
15.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
15.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
15.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
15.1
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
15.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
15.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
15.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
15.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
14.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
14.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
14.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
14.7
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
14.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
14.7
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
14.6
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
14.6
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
14.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
14.5
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
14.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
14.4
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
14.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
14.3
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
14.3
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
14.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
14.2
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
14.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
14.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
14.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
14.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
14.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
13.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
13.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
13.8
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
13.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
13.6
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
13.5
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
13.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
13.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
13.5
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
13.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
13.4
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
13.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
12.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
12.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
12.9
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
12.9
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
12.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
12.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
12.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
12.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
12.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
12.5
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
12.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
12.5
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
12.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
12.4
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
12.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
12.3
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
12.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
12.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
12.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
12.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
12.2
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
12.2
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
12.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
12.0
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
11.9
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
11.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
11.8
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
11.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
11.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
11.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
11.4
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
11.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
11.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
11.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
11.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
11.3
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
11.3
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
11.3
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
11.3
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
11.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.1
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
11.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
11.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
11.0
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
10.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
10.9
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
10.9
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
10.9
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
10.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
10.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
10.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
10.7
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
10.7
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
10.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
10.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
10.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
10.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
10.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
10.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
10.4
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
10.1
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
10.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
10.1
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
10.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
9.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
9.8
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
9.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
9.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
9.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
9.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
9.6
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.6
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
9.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
9.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
9.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
9.5
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
9.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
9.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
9.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
9.3
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
9.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
9.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
9.1
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
9.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
8.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
8.9
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
8.9
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
8.8
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
8.7
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
8.6
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
8.4
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
8.4
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
8.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
8.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
7.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
7.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
7.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
7.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
7.6
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
7.5
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
7.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
7.1
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
7.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
7.0
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
7.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
6.9
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
6.7
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
6.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
6.5
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
6.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
6.0
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
5.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.9
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
5.8
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
5.8
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
5.7
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
5.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
5.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
5.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
5.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
5.0
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
4.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.4
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
3.6
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
3.2
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
B4GALT2 is validated prognostic, high expression is unfavorable 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
19.1
Number of samples
231
Samples
Sample
Description
TPM
DO45217
0 years, female, NA, stage:3, dead, 270 days
77.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
63.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
61.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
59.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
58.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
53.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
49.7
DO23532
0 years, female, NA, stage:1, alive, 960 days
49.6
DO45259
0 years, male, NA, stage:3, alive, 330 days
46.3
DO48712
0 years, male, NA, stage:2, alive, 810 days
43.2
DO45245
0 years, female, NA, stage:2, dead, 240 days
42.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
42.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
41.3
DO23526
0 years, male, NA, stage:3, alive, 1050 days
40.2
DO45145
0 years, male, NA, stage:3, dead, 60 days
40.0
DO45299
0 years, female, NA, stage:1, alive, 1440 days
39.8
DO45173
0 years, male, NA, stage:3, alive, 1170 days
37.3
DO50815
0 years, male, NA, stage:3, alive, 150 days
36.9
DO45131
0 years, male, NA, stage:4, dead, 360 days
36.3
DO45191
0 years, female, NA, stage:2, alive, 1200 days
35.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
34.9
DO23515
0 years, male, NA, stage:2, alive, 1230 days
34.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
34.5
DO45257
0 years, male, NA, stage:3, alive, 810 days
34.4
DO45273
0 years, male, NA, stage:2, alive, 480 days
34.3
DO23537
0 years, male, NA, stage:2, dead, 900 days
34.0
DO45307
0 years, female, NA, stage:4, dead, 240 days
33.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
33.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
32.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
32.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
31.7
DO45241
0 years, male, NA, stage:1, alive, 1080 days
31.7
DO45101
0 years, male, NA, stage:2, alive, 1680 days
31.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
30.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
30.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
29.6
DO45301
0 years, male, NA, stage:2, dead, 1440 days
28.9
DO45149
0 years, female, NA, stage:2, alive, 1260 days
28.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
27.9
DO45185
0 years, male, NA, stage:2, alive, 600 days
27.8
DO48747
0 years, male, NA, stage:3, alive, 540 days
27.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
27.7
DO45221
0 years, female, NA, stage:4, dead, 390 days
27.5
DO23508
0 years, female, NA, stage:2, alive, 390 days
26.9
DO48751
0 years, male, NA, stage:2, dead, 480 days
25.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
25.7
DO50845
0 years, male, NA, stage:3, alive, 210 days
25.7
DO50778
0 years, male, NA, stage:4, alive, 630 days
25.5
DO45201
0 years, male, NA, stage:1, alive, 900 days
25.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
25.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
24.8
DO45219
0 years, male, NA, stage:2, alive, 1080 days
24.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
24.5
DO23510
0 years, female, NA, stage:2, alive, 870 days
23.7
DO48725
0 years, male, NA, stage:1, alive, 780 days
23.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
23.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
23.5
DO48682
0 years, female, NA, stage:3, dead, 120 days
23.1
DO45229
0 years, male, NA, stage:1, alive, 990 days
23.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
23.0
DO48693
0 years, male, NA, stage:2, alive, 900 days
23.0
DO50811
0 years, male, NA, stage:1, alive, 450 days
22.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
22.1
DO23552
0 years, female, NA, stage:1, alive, 810 days
22.1
DO45105
0 years, male, NA, stage:1, alive, 1680 days
22.0
DO50825
0 years, male, NA, stage:2, alive, 390 days
21.8
DO45193
0 years, female, NA, stage:4, dead, 120 days
21.8
DO48697
0 years, female, NA, stage:2, dead, 810 days
21.6
DO50817
0 years, male, NA, stage:2, alive, 390 days
21.6
DO45107
0 years, female, NA, stage:2, alive, 1710 days
21.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
21.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
21.2
DO48757
0 years, female, NA, stage:3, alive, 480 days
21.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
20.9
DO50819
0 years, female, NA, stage:2, alive, 510 days
20.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
20.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
19.9
DO45165
0 years, male, NA, stage:2, alive, 690 days
19.8
DO48737
0 years, male, NA, stage:1, alive, 720 days
19.8
DO50791
0 years, female, NA, stage:1, dead, 480 days
19.8
DO45267
0 years, male, NA, stage:3, dead, 570 days
19.7
DO45169
0 years, male, NA, stage:3, alive, 1350 days
19.6
DO23539
0 years, male, NA, stage:1, alive, 1110 days
19.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
19.2
DO23513
0 years, male, NA, stage:3, alive, 1200 days
19.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
19.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
19.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
18.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
18.8
DO48759
0 years, male, NA, stage:3, alive, 720 days
18.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
18.5
DO45103
0 years, male, NA, stage:3, alive, 450 days
18.5
DO48681
0 years, male, NA, stage:2, alive, 900 days
18.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
18.3
DO48717
0 years, male, NA, stage:4, dead, 180 days
18.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
17.9
DO45127
0 years, male, NA, stage:3, dead, 420 days
17.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
17.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
17.8
DO23535
0 years, male, NA, stage:1, alive, 960 days
17.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
17.6
DO50802
0 years, male, NA, stage:2, alive, 930 days
17.4
DO48743
0 years, female, NA, stage:2, alive, 570 days
17.2
DO50839
0 years, female, NA, stage:3, alive, 330 days
17.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
17.2
DO45255
0 years, male, NA, stage:3, alive, 720 days
17.0
DO45287
0 years, male, NA, stage:1, alive, 390 days
17.0
DO45249
0 years, male, NA, stage:1, alive, 630 days
17.0
DO45231
0 years, male, NA, stage:2, alive, 930 days
17.0
DO50855
0 years, male, NA, stage:2, alive, 570 days
16.9
DO23529
0 years, male, NA, stage:4, alive, 930 days
16.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
16.6
DO48679
0 years, male, NA, stage:2, alive, 1200 days
16.5
DO23546
0 years, male, NA, stage:2, alive, 1050 days
16.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
16.3
DO23527
0 years, male, NA, stage:1, alive, 1050 days
16.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
15.8
DO45181
0 years, female, NA, stage:2, alive, 1200 days
15.7
DO45283
0 years, male, NA, stage:3, alive, 510 days
15.6
DO48672
0 years, male, NA, stage:2, alive, 450 days
15.4
DO48704
0 years, female, NA, stage:3, alive, 750 days
15.4
DO50804
0 years, male, NA, stage:2, alive, 720 days
15.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
15.0
DO48716
0 years, male, NA, stage:2, alive, 720 days
14.9
DO45097
0 years, male, NA, stage:3, alive, 1620 days
14.9
DO45277
0 years, male, NA, stage:3, alive, 600 days
14.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
14.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
14.4
DO50776
0 years, male, NA, stage:1, alive, 690 days
14.3
DO50829
0 years, male, NA, stage:3, alive, 570 days
14.3
DO23550
0 years, male, NA, stage:1, alive, 990 days
14.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
14.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
14.2
DO23521
0 years, male, NA, stage:3, alive, 1110 days
14.1
DO45167
0 years, male, NA, stage:2, dead, 1440 days
14.0
DO45096
0 years, male, NA, stage:2, dead, 1290 days
14.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
13.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
13.7
DO50818
0 years, male, NA, stage:2, alive, 510 days
13.6
DO45157
0 years, male, NA, stage:2, alive, 1980 days
13.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
13.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
13.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
13.4
DO45243
0 years, female, NA, stage:3, alive, 930 days
13.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
13.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
13.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
13.0
DO45279
0 years, male, NA, stage:3, alive, 1290 days
12.9
DO48715
0 years, female, NA, stage:2, dead, 690 days
12.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
12.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
12.8
DO45171
0 years, male, NA, stage:3, alive, 600 days
12.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
12.6
DO45203
0 years, female, NA, stage:2, alive, 1170 days
12.6
DO23525
0 years, male, NA, stage:4, alive, 1050 days
12.4
DO45117
0 years, female, NA, stage:2, dead, 1110 days
12.3
DO50840
0 years, male, NA, stage:2, alive, 330 days
12.2
DO45189
0 years, female, NA, stage:2, alive, 1200 days
12.2
DO48741
0 years, male, NA, stage:3, alive, 240 days
12.2
DO48728
0 years, female, NA, stage:2, alive, 150 days
12.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
11.9
DO227801
0 years, female, NA, stage:1, alive, 660 days
11.9
DO45179
0 years, female, NA, stage:2, alive, 600 days
11.9
DO50832
0 years, male, NA, stage:3, alive, 90 days
11.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
11.6
DO50800
0 years, male, NA, stage:2, alive, 510 days
11.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
11.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
11.2
DO45113
0 years, male, NA, stage:3, alive, 1560 days
11.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
11.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
10.9
DO45135
0 years, male, NA, stage:1, alive, 1410 days
10.9
DO45253
0 years, male, NA, stage:2, alive, 870 days
10.9
DO23517
0 years, male, NA, stage:2, alive, 1200 days
10.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
10.8
DO23536
0 years, male, NA, stage:2, alive, 930 days
10.8
DO45225
0 years, male, NA, stage:1, alive, 1050 days
10.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
10.6
DO48719
0 years, male, NA, stage:2, alive, 690 days
10.6
DO48746
0 years, male, NA, stage:3, alive, 570 days
10.5
DO45099
0 years, male, NA, stage:3, alive, 1590 days
10.4
DO23543
0 years, male, NA, stage:2, alive, 1020 days
10.2
DO48760
0 years, female, NA, stage:2, alive, 690 days
10.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
10.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
10.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
9.9
DO227643
0 years, male, NA, stage:2, alive, 1260 days
9.9
DO45159
0 years, male, NA, stage:3, alive, 1470 days
9.9
DO45115
0 years, male, NA, stage:2, alive, 840 days
9.8
DO45275
0 years, male, NA, stage:3, dead, 10 days
9.8
DO45199
0 years, female, NA, stage:2, alive, 1350 days
9.7
DO45235
0 years, female, NA, stage:1, alive, 900 days
9.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
9.6
DO45237
0 years, male, NA, stage:2, alive, 900 days
9.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
9.6
DO50820
0 years, female, NA, stage:3, alive, 510 days
9.5
DO45233
0 years, male, NA, stage:3, alive, 900 days
9.5
DO23538
0 years, male, NA, stage:2, alive, 450 days
9.4
DO45091
0 years, male, NA, stage:2, dead, 1320 days
9.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
9.2
DO50808
0 years, male, NA, stage:2, alive, 570 days
9.2
DO50859
0 years, male, NA, stage:2, alive, 180 days
9.1
DO23551
0 years, male, NA, stage:3, dead, 150 days
9.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
8.9
DO45195
0 years, male, NA, stage:1, alive, 390 days
8.8
DO48695
0 years, male, NA, stage:2, alive, 720 days
8.8
DO45129
0 years, male, NA, stage:3, alive, 1470 days
8.7
DO23533
0 years, male, NA, stage:2, alive, 900 days
8.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
8.6
DO45187
0 years, female, NA, stage:1, alive, 1260 days
8.5
DO23544
0 years, male, NA, stage:2, alive, 960 days
8.5
DO23531
0 years, female, NA, stage:3, alive, 900 days
8.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
8.4
DO45197
0 years, male, NA, stage:2, alive, 1170 days
8.4
DO48736
0 years, female, NA, stage:1, alive, 600 days
8.2
DO50789
0 years, female, NA, stage:2, alive, 570 days
8.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
8.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
8.0
DO50787
0 years, male, NA, stage:3, alive, 480 days
7.8
DO23514
0 years, male, NA, stage:2, alive, 1290 days
7.6
DO45111
0 years, male, NA, stage:2, alive, 1590 days
7.3
DO45137
0 years, male, NA, stage:1, alive, 1320 days
7.2
DO50774
0 years, female, NA, stage:2, alive, 720 days
7.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
6.8
DO45247
0 years, female, NA, stage:2, alive, 210 days
6.4
DO23541
0 years, male, NA, stage:2, alive, 930 days
6.3
DO48721
0 years, female, NA, stage:1, alive, 900 days
5.7
DO23523
0 years, male, NA, stage:3, alive, 1080 days
5.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
4.3
DO45261
0 years, male, NA, stage:3, alive, 990 days
3.9
DO23509
0 years, male, NA, stage:3, dead, 780 days
2.7
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
