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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.
SELENON is potential 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
18.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
100.3
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
74.5
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
68.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
65.6
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
62.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
56.2
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
55.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
52.8
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
52.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
48.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
48.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
48.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
47.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
45.2
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
44.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
43.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
42.2
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
41.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
40.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
40.1
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
37.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
37.6
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
37.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
36.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
36.5
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
36.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
35.8
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
35.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
35.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
34.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
32.5
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
32.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
32.4
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
32.0
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
31.6
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
31.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
31.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
31.0
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
30.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
30.5
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
30.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
30.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
29.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
29.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
29.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
29.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
29.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
29.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
29.0
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
28.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
28.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
28.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
28.1
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
28.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
27.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
27.7
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
27.6
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
27.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
27.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
27.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
26.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
26.7
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
26.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
26.4
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
26.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
26.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
25.7
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
25.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
25.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
25.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
25.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
24.9
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
24.7
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
24.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
24.5
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
24.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
24.3
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
24.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
24.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
24.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
24.0
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
24.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
23.9
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
23.9
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
23.1
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
22.8
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
22.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
22.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
22.6
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
22.6
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
22.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
22.4
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
22.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
22.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
22.0
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
22.0
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
22.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
21.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
21.8
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
21.6
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
21.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
21.4
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
21.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
21.2
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
21.1
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
20.9
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
20.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
20.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
20.7
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
20.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
20.5
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
20.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
20.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
20.3
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
20.2
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
20.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
20.1
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
19.8
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
19.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
19.7
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
19.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
19.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
19.5
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
19.4
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
19.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
19.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
19.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
19.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
19.0
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
19.0
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
18.9
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
18.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
18.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
18.6
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
18.6
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
18.5
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
18.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
18.4
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
18.4
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
18.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
18.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
18.3
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
18.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
18.2
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
18.2
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
18.0
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
17.8
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
17.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
17.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
17.3
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
17.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
17.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
17.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
17.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
17.1
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
16.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
16.8
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
16.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
16.5
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
16.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
16.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
16.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
16.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
16.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
16.2
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
16.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
16.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
16.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
16.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
16.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
15.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
15.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
15.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
15.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
15.5
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
15.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
15.3
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
15.3
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
15.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
15.2
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
15.2
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
15.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
15.1
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
15.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
15.0
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
15.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
15.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
14.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
14.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
14.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
14.8
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
14.8
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
14.7
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
14.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
14.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
14.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
14.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
14.3
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
14.1
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
14.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
14.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
13.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
13.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
13.9
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
13.7
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
13.7
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
13.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
13.4
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
13.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
13.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
13.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
13.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
13.3
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
13.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
13.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
13.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
13.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
13.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
12.8
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
12.8
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
12.8
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
12.8
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
12.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
12.8
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
12.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
12.6
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
12.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
12.5
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
12.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
12.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
12.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
12.4
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
12.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
12.3
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
12.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
12.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
12.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
12.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
12.2
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
12.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
11.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
11.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
11.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
11.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
11.6
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
11.6
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
11.5
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
11.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
11.3
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
11.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
11.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
11.2
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
11.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
11.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
10.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
10.9
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
10.8
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
10.8
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
10.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
10.7
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
10.7
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
10.7
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
10.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
10.6
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
10.5
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
10.5
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
10.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
10.4
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
10.3
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
10.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
10.3
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
10.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
10.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
10.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
10.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
10.2
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
10.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
10.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
10.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
10.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
10.0
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
10.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
10.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
9.9
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
9.9
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
9.8
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
9.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
9.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
9.7
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
9.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
9.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
9.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
9.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
9.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
9.3
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
9.2
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
9.0
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
8.9
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
8.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
8.8
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
8.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
8.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
8.5
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
8.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
8.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
8.3
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
8.3
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
8.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
8.2
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
8.1
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
8.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
8.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
7.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
7.8
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
7.8
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
7.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
7.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
7.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
7.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
7.5
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
7.5
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
7.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
7.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
7.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
7.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
7.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
6.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
6.8
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
6.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
6.7
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
6.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
6.4
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
6.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
6.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
6.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
6.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
6.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
6.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
5.9
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
5.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
5.7
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
5.6
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
5.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.5
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
5.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
5.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
5.3
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
5.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
5.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
4.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
4.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
4.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
4.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
4.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
4.0
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
3.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
3.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
3.7
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
3.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 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
383
Tumor
1.6
311
Tumor
1.3
283
Tumor
1.2
277
Tumor
1.1
125
Tumor
1.1
384
Normal
1.1
483
Tumor
0.9
192
Normal
0.8
917
Tumor
0.8
195
Tumor
0.7
727
Tumor
0.7
217
Tumor
0.7
881
Tumor
0.7
213
Tumor
0.7
536
Normal
0.7
268
Normal
0.6
557
Tumor
0.6
525
Tumor
0.6
814
Normal
0.6
492
Normal
0.5
447
Tumor
0.5
444
Normal
0.5
478
Normal
0.5
661
Tumor
0.5
813
Tumor
0.5
743
Tumor
0.5
497
Tumor
0.5
671
Tumor
0.5
191
Tumor
0.4
721
Tumor
0.4
491
Tumor
0.4
573
Tumor
0.4
916
Normal
0.4
271
Tumor
0.4
493
Tumor
0.4
185
Tumor
0.4
524
Normal
0.4
943
Tumor
0.4
395
Tumor
0.4
434
Normal
0.4
567
Tumor
0.4
218
Normal
0.4
697
Tumor
0.4
262
Normal
0.3
538
Normal
0.3
427
Tumor
0.3
365
Tumor
0.3
297
Tumor
0.3
785
Tumor
0.3
131
Tumor
0.3
563
Tumor
0.3
963
Tumor
0.3
755
Tumor
0.3
286
Normal
0.3
641
Tumor
0.3
331
Tumor
0.3
221
Tumor
0.3
686
Normal
0.3
617
Tumor
0.3
145
Tumor
0.3
913
Tumor
0.3
1015
Tumor
0.3
857
Tumor
0.2
921
Tumor
0.2
473
Tumor
0.2
817
Tumor
0.2
571
Tumor
0.2
433
Tumor
0.2
865
Tumor
0.2
883
Tumor
0.2
474
Normal
0.2
533
Tumor
0.2
141
Tumor
0.2
944
Normal
0.2
461
Tumor
0.2
212
Normal
0.2
713
Tumor
0.2
716
Normal
0.2
498
Normal
0.2
528
Normal
0.2
222
Normal
0.2
918
Normal
0.2
313
Tumor
0.2
162
Normal
0.2
424
Normal
0.2
534
Normal
0.2
954
Normal
0.2
312
Normal
0.2
696
Normal
0.2
188
Normal
0.2
228
Normal
0.2
471
Tumor
0.2
267
Tumor
0.2
982
Normal
0.2
852
Normal
0.2
223
Tumor
0.2
818
Normal
0.2
367
Tumor
0.1
636
Normal
0.1
923
Tumor
0.1
858
Normal
0.1
284
Normal
0.1
572
Normal
0.1
958
Normal
0.1
343
Tumor
0.1
956
Normal
0.1
186
Normal
0.1
722
Normal
0.1
975
Tumor
0.1
1044
Normal
0.1
1045
Tumor
0.1
647
Tumor
0.1
161
Tumor
0.1
786
Normal
0.1
148
Normal
0.1
514
Normal
0.1
172
Normal
0.1
926
Normal
0.1
863
Tumor
0.1
211
Tumor
0.1
472
Normal
0.1
698
Normal
0.1
224
Normal
0.1
866
Normal
0.1
341
Tumor
0.1
546
Normal
0.1
535
Tumor
0.1
1016
Normal
0.1
756
Normal
0.1
232
Normal
0.1
258
Normal
0.1
554
Normal
0.1
824
Normal
0.1
568
Normal
0.1
955
Tumor
0.1
714
Normal
0.1
868
Normal
0.1
481
Tumor
0.1
423
Tumor
0.1
257
Tumor
0.0
728
Normal
0.0
574
Normal
0.0
142
Normal
0.0
662
Normal
0.0
953
Tumor
0.0
426
Normal
0.0
448
Normal
0.0
477
Tumor
0.0
171
Tumor
0.0
724
Normal
0.0
874
Normal
0.0
925
Tumor
0.0
976
Normal
0.0
278
Normal
0.0
964
Normal
0.0
545
Tumor
0.0
922
Normal
0.0
227
Tumor
0.0
685
Tumor
0.0
436
Normal
0.0
816
Normal
0.0
666
Normal
0.0
952
Normal
0.0
494
Normal
0.0
746
Normal
0.0
873
Tumor
0.0
422
Normal
0.0
285
Tumor
0.0
462
Normal
0.0
558
Normal
0.0
147
Tumor
-0.1
862
Normal
-0.1
342
Normal
-0.1
261
Tumor
-0.1
745
Tumor
-0.1
113
Tumor
-0.1
564
Normal
-0.1
642
Normal
-0.1
663
Tumor
-0.1
884
Normal
-0.1
1046
Normal
-0.1
482
Normal
-0.1
428
Normal
-0.1
937
Tumor
-0.1
187
Tumor
-0.1
135
Tumor
-0.1
867
Tumor
-0.1
737
Tumor
-0.1
272
Normal
-0.1
1043
Tumor
-0.1
361
Tumor
-0.1
515
Tumor
-0.1
516
Normal
-0.1
526
Normal
-0.1
778
Normal
-0.1
231
Tumor
-0.1
968
Normal
-0.1
414
Normal
-0.1
744
Normal
-0.1
527
Tumor
-0.1
665
Tumor
-0.1
616
Normal
-0.1
354
Normal
-0.1
914
Normal
-0.1
938
Normal
-0.1
421
Tumor
-0.1
385
Tumor
-0.1
965
Tumor
-0.1
446
Normal
-0.2
443
Tumor
-0.2
882
Normal
-0.2
425
Tumor
-0.2
445
Tumor
-0.2
864
Normal
-0.2
966
Normal
-0.2
648
Normal
-0.2
924
Normal
-0.2
362
Normal
-0.2
627
Tumor
-0.2
628
Normal
-0.2
358
Normal
-0.2
978
Normal
-0.2
146
Normal
-0.2
435
Tumor
-0.2
138
Normal
-0.2
861
Tumor
-0.2
126
Normal
-0.2
912
Normal
-0.2
738
Normal
-0.2
314
Normal
-0.2
214
Normal
-0.2
664
Normal
-0.2
715
Tumor
-0.2
332
Normal
-0.2
136
Normal
-0.2
368
Normal
-0.2
672
Normal
-0.2
877
Tumor
-0.2
123
Tumor
-0.3
983
Tumor
-0.3
487
Tumor
-0.3
132
Normal
-0.3
915
Tumor
-0.3
518
Normal
-0.3
618
Normal
-0.3
366
Normal
-0.3
878
Normal
-0.3
376
Normal
-0.3
984
Normal
-0.3
432
Normal
-0.3
484
Normal
-0.3
553
Tumor
-0.3
957
Tumor
-0.3
124
Normal
-0.3
431
Tumor
-0.3
413
Tumor
-0.4
128
Normal
-0.4
396
Normal
-0.4
695
Tumor
-0.4
351
Tumor
-0.4
517
Tumor
-0.4
352
Normal
-0.4
723
Tumor
-0.4
911
Tumor
-0.4
391
Tumor
-0.4
742
Normal
-0.4
488
Normal
-0.4
196
Normal
-0.4
344
Normal
-0.4
777
Tumor
-0.4
823
Tumor
-0.4
615
Tumor
-0.4
967
Tumor
-0.4
386
Normal
-0.4
375
Tumor
-0.4
951
Tumor
-0.5
353
Tumor
-0.5
387
Tumor
-0.5
513
Tumor
-0.5
137
Tumor
-0.5
537
Tumor
-0.5
1014
Normal
-0.5
394
Normal
-0.5
111
Normal
-0.5
127
Tumor
-0.5
815
Tumor
-0.6
392
Normal
-0.6
981
Tumor
-0.6
523
Tumor
-0.6
635
Tumor
-0.6
977
Tumor
-0.6
114
Normal
-0.7
851
Tumor
-0.7
388
Normal
-0.7
298
Normal
-0.7
741
Tumor
-0.8
1013
Tumor
-0.9
393
Tumor
-0.9
357
Tumor
-0.9
112
Tumor
-1.1
355
Tumor
N/A
356
Normal
N/A
363
Tumor
N/A
364
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
1032
Normal
N/A
1031
Tumor
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
411
Tumor
N/A
412
Normal
N/A
415
Tumor
N/A
416
Normal
N/A
327
Tumor
N/A
328
Normal
N/A
451
Tumor
N/A
452
Normal
N/A
455
Tumor
N/A
456
Normal
N/A
463
Tumor
N/A
464
Normal
N/A
465
Tumor
N/A
466
Normal
N/A
467
Tumor
N/A
468
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.