We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
B4GAT1 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
19.6
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
98.1
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
75.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
74.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
72.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
63.4
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
53.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
52.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
52.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
52.3
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
46.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
46.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
45.9
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
44.3
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
44.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
42.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
41.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
41.7
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
41.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
41.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
40.7
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
40.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
40.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
40.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
39.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
38.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
37.9
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
37.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
37.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
37.2
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
36.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
36.4
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
35.9
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
35.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
35.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
35.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
35.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
35.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
35.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
34.7
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
34.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
33.8
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
33.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
33.7
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
33.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
33.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
32.8
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
32.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
32.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
31.9
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
31.7
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
31.5
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
31.2
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
31.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
31.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
30.9
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
30.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
30.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
30.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
30.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
29.7
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
29.7
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
29.4
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
29.4
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
29.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
28.8
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
28.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
28.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
28.1
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
27.9
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
27.9
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
27.6
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
27.4
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
27.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
27.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
26.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
26.8
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
26.6
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
26.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
26.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
25.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
25.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
25.6
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
25.2
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
25.2
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
25.2
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
24.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
24.6
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
24.6
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
24.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
24.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
24.4
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
24.0
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
23.4
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
23.3
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
23.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
23.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
23.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
23.2
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
23.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
22.8
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
22.7
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
22.7
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
22.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
22.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
22.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
22.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
22.1
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
22.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
21.9
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
21.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
21.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
21.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
21.6
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
21.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
21.4
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
21.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
21.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
21.2
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
21.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
21.0
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
21.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
20.8
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
20.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
20.4
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
20.3
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
20.3
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
20.3
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
19.9
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
19.9
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
19.6
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
19.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
19.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
19.5
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
19.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
19.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
19.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
19.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
19.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
19.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
19.2
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
19.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
19.0
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
18.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
18.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
18.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
18.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
18.5
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
18.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
18.3
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
18.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
18.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
18.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
18.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
18.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
18.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
17.9
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
17.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
17.8
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
17.7
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
17.7
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
17.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
17.6
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
17.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
17.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
17.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
17.4
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
17.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
17.3
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
17.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
17.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
17.2
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
17.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
17.1
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
16.9
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
16.9
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
16.8
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
16.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
16.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
16.6
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
16.4
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
16.3
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
16.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
16.1
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
16.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
16.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
16.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
15.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
15.9
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
15.8
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
15.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
15.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
15.4
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
15.4
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
15.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
15.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
15.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
15.3
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
15.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
15.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
15.2
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
15.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
15.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
15.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
15.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
15.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
15.0
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
14.9
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
14.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
14.7
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
14.7
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
14.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
14.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
14.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
14.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
14.4
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
14.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
14.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
14.2
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
14.2
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
14.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
14.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
14.0
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
14.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
14.0
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
13.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
13.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
13.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
13.8
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
13.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
13.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
13.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
13.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
13.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
13.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
13.5
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
13.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
13.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
13.4
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
13.3
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
13.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
13.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
13.1
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
13.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
13.0
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
12.9
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
12.9
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
12.8
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
12.7
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
12.7
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
12.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
12.6
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
12.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
12.5
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
12.4
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
12.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
12.4
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
12.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
12.3
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
12.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
12.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
12.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
12.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
11.9
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
11.9
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
11.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
11.8
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
11.7
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
11.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
11.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
11.6
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
11.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
11.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
11.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
11.3
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
11.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
11.3
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
11.2
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
11.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
11.1
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
10.8
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
10.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
10.7
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
10.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
10.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
10.6
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
10.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
10.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
10.5
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
10.5
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
10.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
10.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
10.4
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
10.4
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
10.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
10.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
10.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
10.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
10.1
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
9.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
9.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
9.8
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
9.7
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
9.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
9.6
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
9.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
9.5
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
9.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
9.4
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
9.4
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
9.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
9.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
9.1
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
9.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
9.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
9.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
9.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
9.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
8.9
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
8.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
8.8
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
8.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
8.7
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
8.6
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
8.6
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
8.6
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
8.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
8.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
8.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
8.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
8.3
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
8.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
8.0
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
8.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
7.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
7.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
7.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
7.7
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
7.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
7.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
7.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
7.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
6.9
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
6.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
6.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
6.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
6.8
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
6.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
6.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
6.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
6.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
6.1
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
6.0
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
6.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
6.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
5.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
5.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
4.7
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.
Survival analysis data not available.
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
1027
Tumor
1.1
877
Tumor
1.1
227
Tumor
1.1
661
Tumor
1.1
527
Tumor
1.0
367
Tumor
1.0
351
Tumor
0.9
413
Tumor
0.9
815
Tumor
0.9
951
Tumor
0.9
743
Tumor
0.8
387
Tumor
0.8
411
Tumor
0.8
477
Tumor
0.8
471
Tumor
0.7
685
Tumor
0.7
391
Tumor
0.7
385
Tumor
0.7
665
Tumor
0.6
671
Tumor
0.6
331
Tumor
0.6
1025
Tumor
0.6
277
Tumor
0.5
814
Normal
0.5
1015
Tumor
0.5
937
Tumor
0.5
813
Tumor
0.5
261
Tumor
0.5
131
Tumor
0.5
535
Tumor
0.4
923
Tumor
0.4
865
Tumor
0.4
443
Tumor
0.4
697
Tumor
0.4
983
Tumor
0.4
515
Tumor
0.4
363
Tumor
0.4
1021
Tumor
0.4
727
Tumor
0.4
715
Tumor
0.4
635
Tumor
0.4
463
Tumor
0.4
357
Tumor
0.4
915
Tumor
0.3
493
Tumor
0.3
641
Tumor
0.3
553
Tumor
0.3
755
Tumor
0.3
127
Tumor
0.3
523
Tumor
0.3
978
Normal
0.3
1041
Tumor
0.3
925
Tumor
0.3
483
Tumor
0.3
482
Normal
0.3
283
Tumor
0.3
285
Tumor
0.3
313
Tumor
0.2
1043
Tumor
0.2
534
Normal
0.2
343
Tumor
0.2
393
Tumor
0.2
455
Tumor
0.2
617
Tumor
0.2
484
Normal
0.2
171
Tumor
0.2
412
Normal
0.2
494
Normal
0.2
445
Tumor
0.2
713
Tumor
0.2
863
Tumor
0.2
967
Tumor
0.2
823
Tumor
0.2
728
Normal
0.2
867
Tumor
0.2
1014
Normal
0.2
664
Normal
0.2
517
Tumor
0.2
737
Tumor
0.1
777
Tumor
0.1
526
Normal
0.1
525
Tumor
0.1
557
Tumor
0.1
545
Tumor
0.1
221
Tumor
0.1
271
Tumor
0.1
554
Normal
0.1
981
Tumor
0.1
257
Tumor
0.1
481
Tumor
0.1
366
Normal
0.1
984
Normal
0.1
1013
Tumor
0.1
297
Tumor
0.1
232
Normal
0.1
648
Normal
0.1
1032
Normal
0.1
354
Normal
0.0
465
Tumor
0.0
395
Tumor
0.0
982
Normal
0.0
474
Normal
0.0
957
Tumor
0.0
452
Normal
0.0
433
Tumor
0.0
286
Normal
0.0
187
Tumor
0.0
195
Tumor
0.0
428
Normal
0.0
355
Tumor
0.0
462
Normal
0.0
196
Normal
0.0
223
Tumor
0.0
666
Normal
0.0
388
Normal
0.0
414
Normal
0.0
368
Normal
0.0
738
Normal
0.0
137
Tumor
0.0
341
Tumor
0.0
358
Normal
0.0
424
Normal
0.0
514
Normal
0.0
228
Normal
0.0
284
Normal
0.0
362
Normal
0.0
528
Normal
0.0
686
Normal
0.0
213
Tumor
0.0
558
Normal
0.0
422
Normal
0.0
568
Normal
0.0
222
Normal
0.0
185
Tumor
0.0
944
Normal
0.0
533
Tumor
0.0
136
Normal
0.0
365
Tumor
-0.1
212
Normal
-0.1
186
Normal
-0.1
745
Tumor
-0.1
113
Tumor
-0.1
314
Normal
-0.1
361
Tumor
-0.1
431
Tumor
-0.1
546
Normal
-0.1
278
Normal
-0.1
224
Normal
-0.1
516
Normal
-0.1
741
Tumor
-0.1
564
Normal
-0.1
464
Normal
-0.1
447
Tumor
-0.1
518
Normal
-0.1
742
Normal
-0.1
128
Normal
-0.1
352
Normal
-0.1
537
Tumor
-0.1
883
Tumor
-0.1
672
Normal
-0.1
427
Tumor
-0.1
663
Tumor
-0.1
426
Normal
-0.1
714
Normal
-0.1
446
Normal
-0.1
882
Normal
-0.1
572
Normal
-0.1
356
Normal
-0.1
964
Normal
-0.1
914
Normal
-0.1
497
Tumor
-0.1
312
Normal
-0.1
873
Tumor
-0.1
375
Tumor
-0.1
977
Tumor
-0.1
376
Normal
-0.1
342
Normal
-0.1
1016
Normal
-0.1
328
Normal
-0.1
448
Normal
-0.1
384
Normal
-0.1
142
Normal
-0.1
922
Normal
-0.1
662
Normal
-0.1
472
Normal
-0.1
954
Normal
-0.1
456
Normal
-0.1
538
Normal
-0.1
383
Tumor
-0.1
864
Normal
-0.1
332
Normal
-0.1
938
Normal
-0.1
488
Normal
-0.1
416
Normal
-0.1
921
Tumor
-0.1
421
Tumor
-0.1
716
Normal
-0.1
868
Normal
-0.2
722
Normal
-0.2
353
Tumor
-0.2
956
Normal
-0.2
172
Normal
-0.2
268
Normal
-0.2
267
Tumor
-0.2
138
Normal
-0.2
364
Normal
-0.2
272
Normal
-0.2
148
Normal
-0.2
425
Tumor
-0.2
1042
Normal
-0.2
917
Tumor
-0.2
466
Normal
-0.2
344
Normal
-0.2
618
Normal
-0.2
616
Normal
-0.2
958
Normal
-0.2
878
Normal
-0.2
943
Tumor
-0.2
1022
Normal
-0.2
498
Normal
-0.2
217
Tumor
-0.2
615
Tumor
-0.2
214
Normal
-0.2
311
Tumor
-0.2
723
Tumor
-0.2
432
Normal
-0.2
744
Normal
-0.2
698
Normal
-0.2
192
Normal
-0.2
874
Normal
-0.2
124
Normal
-0.2
231
Tumor
-0.2
976
Normal
-0.2
492
Normal
-0.2
817
Tumor
-0.2
628
Normal
-0.2
642
Normal
-0.2
866
Normal
-0.2
467
Tumor
-0.2
952
Normal
-0.2
1026
Normal
-0.2
1044
Normal
-0.2
1028
Normal
-0.2
926
Normal
-0.2
524
Normal
-0.2
468
Normal
-0.2
135
Tumor
-0.2
862
Normal
-0.2
916
Normal
-0.2
912
Normal
-0.2
436
Normal
-0.2
636
Normal
-0.2
513
Tumor
-0.2
218
Normal
-0.2
478
Normal
-0.2
123
Tumor
-0.2
968
Normal
-0.2
861
Tumor
-0.3
162
Normal
-0.3
563
Tumor
-0.3
423
Tumor
-0.3
918
Normal
-0.3
721
Tumor
-0.3
778
Normal
-0.3
696
Normal
-0.3
434
Normal
-0.3
146
Normal
-0.3
824
Normal
-0.3
451
Tumor
-0.3
112
Tumor
-0.3
1046
Normal
-0.3
487
Tumor
-0.3
132
Normal
-0.3
262
Normal
-0.3
147
Tumor
-0.3
258
Normal
-0.3
111
Normal
-0.3
746
Normal
-0.3
913
Tumor
-0.3
955
Tumor
-0.3
491
Tumor
-0.3
881
Tumor
-0.3
435
Tumor
-0.3
911
Tumor
-0.3
161
Tumor
-0.3
298
Normal
-0.3
924
Normal
-0.4
647
Tumor
-0.4
695
Tumor
-0.4
963
Tumor
-0.4
966
Normal
-0.4
1031
Tumor
-0.4
756
Normal
-0.4
191
Tumor
-0.4
1045
Tumor
-0.4
786
Normal
-0.4
574
Normal
-0.4
852
Normal
-0.4
965
Tumor
-0.4
125
Tumor
-0.4
816
Normal
-0.4
785
Tumor
-0.4
884
Normal
-0.4
858
Normal
-0.4
724
Normal
-0.4
114
Normal
-0.4
571
Tumor
-0.4
126
Normal
-0.4
818
Normal
-0.4
396
Normal
-0.5
327
Tumor
-0.5
444
Normal
-0.5
536
Normal
-0.5
188
Normal
-0.5
394
Normal
-0.5
461
Tumor
-0.5
857
Tumor
-0.5
573
Tumor
-0.5
627
Tumor
-0.5
473
Tumor
-0.5
392
Normal
-0.5
851
Tumor
-0.5
141
Tumor
-0.5
386
Normal
-0.6
415
Tumor
-0.7
975
Tumor
-0.7
211
Tumor
-0.7
145
Tumor
-0.7
953
Tumor
-0.9
567
Tumor
-0.9
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.