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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.
PCNX1 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
3.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
17.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
14.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
13.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
12.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
12.5
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
11.9
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
10.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
10.1
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
10.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
10.1
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
9.8
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
9.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
9.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
9.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
8.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
8.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
7.9
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
7.7
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
7.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
7.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
7.5
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
7.4
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
7.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
7.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
7.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
7.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
7.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
7.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
7.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
7.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
7.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
6.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
6.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
6.7
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
6.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
6.7
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
6.6
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
6.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
6.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
6.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
6.4
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
6.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
6.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
6.3
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
6.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
6.3
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
6.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
6.2
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
6.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
6.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
5.9
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
5.9
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
5.9
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
5.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
5.7
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
5.7
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
5.6
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
5.6
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
5.5
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
5.5
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
5.4
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
5.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
5.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
5.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
5.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
5.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
5.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
5.3
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
5.3
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
5.2
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
5.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
5.2
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
5.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
5.2
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
5.2
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
5.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
5.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
5.2
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
5.2
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
5.1
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
5.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
5.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
5.0
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
5.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
5.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
5.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
4.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
4.9
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
4.9
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
4.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
4.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
4.8
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
4.7
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
4.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
4.7
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
4.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
4.7
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
4.7
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
4.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
4.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
4.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
4.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
4.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
4.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
4.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
4.5
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
4.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
4.4
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
4.4
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
4.4
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
4.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
4.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
4.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
4.4
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
4.4
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
4.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
4.3
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
4.3
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
4.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
4.3
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
4.3
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
4.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
4.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
4.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
4.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
4.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
4.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
4.1
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
4.1
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
4.1
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
4.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
4.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
4.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
4.1
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
4.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
4.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
4.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
4.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
4.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
4.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
4.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
4.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
4.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
4.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
3.9
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
3.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
3.9
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
3.9
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
3.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
3.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
3.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
3.8
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
3.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
3.8
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
3.8
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
3.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
3.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
3.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
3.8
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
3.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
3.7
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
3.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
3.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
3.7
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
3.6
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
3.6
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
3.6
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
3.5
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
3.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
3.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
3.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
3.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
3.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
3.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
3.5
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
3.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
3.4
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
3.4
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
3.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
3.4
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
3.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
3.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
3.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
3.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
3.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
3.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
3.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
3.3
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
3.3
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
3.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
3.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
3.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
3.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.2
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
3.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
3.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
3.2
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
3.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
3.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
3.1
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
3.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
3.1
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
3.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
3.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
3.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
3.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
3.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
3.0
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
3.0
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
2.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
2.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
2.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
2.9
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.9
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
2.9
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
2.9
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
2.9
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.8
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
2.8
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
2.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
2.8
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
2.7
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
2.7
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
2.7
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
2.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
2.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
2.7
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
2.7
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
2.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
2.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
2.7
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
2.7
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
2.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
2.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
2.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
2.6
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
2.6
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
2.6
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.5
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
2.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
2.4
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
2.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
2.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
2.4
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
2.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
2.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
2.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
2.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
2.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
2.3
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
2.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
2.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
2.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
2.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
2.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
2.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.2
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
2.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
2.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.1
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
2.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
2.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
2.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
2.1
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
2.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
2.0
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
2.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
2.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
2.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
2.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
2.0
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
2.0
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
2.0
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.9
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
1.9
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
1.9
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
1.9
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.9
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
1.9
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
1.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
1.9
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
1.8
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
1.8
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
1.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
1.8
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
1.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
1.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1.8
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
1.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
1.8
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
1.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.8
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.7
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
1.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
1.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
1.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.7
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
1.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
1.7
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
1.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
1.6
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.6
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
1.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
1.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
1.5
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
1.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.5
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
1.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
1.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
1.4
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
1.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.4
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
1.4
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
1.4
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
1.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
1.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
1.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
1.3
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
1.2
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
1.2
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
1.2
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.2
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
1.2
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.1
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
1.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
1.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.1
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
1.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
1.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.9
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.8
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.6
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.3
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 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
647
Tumor
1.2
383
Tumor
1.2
671
Tumor
1.1
533
Tumor
1.0
722
Normal
0.9
743
Tumor
0.9
416
Normal
0.9
967
Tumor
0.9
396
Normal
0.9
394
Normal
0.8
917
Tumor
0.8
388
Normal
0.7
975
Tumor
0.7
983
Tumor
0.7
554
Normal
0.7
921
Tumor
0.7
714
Normal
0.7
497
Tumor
0.7
724
Normal
0.6
386
Normal
0.6
925
Tumor
0.6
375
Tumor
0.6
661
Tumor
0.6
466
Normal
0.6
851
Tumor
0.5
963
Tumor
0.5
391
Tumor
0.5
456
Normal
0.5
665
Tumor
0.5
484
Normal
0.5
696
Normal
0.5
364
Normal
0.5
392
Normal
0.5
112
Tumor
0.5
568
Normal
0.5
464
Normal
0.5
393
Tumor
0.4
413
Tumor
0.4
663
Tumor
0.4
923
Tumor
0.4
527
Tumor
0.4
494
Normal
0.4
384
Normal
0.4
744
Normal
0.4
395
Tumor
0.4
721
Tumor
0.4
716
Normal
0.4
1013
Tumor
0.3
298
Normal
0.3
232
Normal
0.3
916
Normal
0.3
387
Tumor
0.3
815
Tumor
0.3
977
Tumor
0.3
123
Tumor
0.3
425
Tumor
0.3
982
Normal
0.3
564
Normal
0.3
1014
Normal
0.3
385
Tumor
0.3
981
Tumor
0.3
1016
Normal
0.3
978
Normal
0.3
957
Tumor
0.3
553
Tumor
0.3
452
Normal
0.3
777
Tumor
0.3
297
Tumor
0.2
968
Normal
0.2
513
Tumor
0.2
525
Tumor
0.2
427
Tumor
0.2
368
Normal
0.2
526
Normal
0.2
635
Tumor
0.2
756
Normal
0.2
482
Normal
0.2
1015
Tumor
0.2
572
Normal
0.2
517
Tumor
0.2
745
Tumor
0.2
984
Normal
0.2
172
Normal
0.2
523
Tumor
0.2
366
Normal
0.2
816
Normal
0.2
362
Normal
0.2
524
Normal
0.2
965
Tumor
0.2
958
Normal
0.2
258
Normal
0.2
534
Normal
0.2
574
Normal
0.2
686
Normal
0.2
672
Normal
0.2
332
Normal
0.1
617
Tumor
0.1
277
Tumor
0.1
162
Normal
0.1
278
Normal
0.1
858
Normal
0.1
365
Tumor
0.1
814
Normal
0.1
313
Tumor
0.1
487
Tumor
0.1
426
Normal
0.1
918
Normal
0.1
314
Normal
0.1
311
Tumor
0.1
813
Tumor
0.1
755
Tumor
0.1
271
Tumor
0.1
492
Normal
0.1
465
Tumor
0.1
824
Normal
0.1
331
Tumor
0.1
662
Normal
0.1
468
Normal
0.1
976
Normal
0.1
924
Normal
0.1
428
Normal
0.1
964
Normal
0.1
493
Tumor
0.1
713
Tumor
0.1
538
Normal
0.1
367
Tumor
0.1
546
Normal
0.1
515
Tumor
0.1
545
Tumor
0.1
186
Normal
0.1
447
Tumor
0.1
785
Tumor
0.1
664
Normal
0.1
462
Normal
0.1
558
Normal
0.0
786
Normal
0.0
125
Tumor
0.0
817
Tumor
0.0
746
Normal
0.0
641
Tumor
0.0
1043
Tumor
0.0
966
Normal
0.0
648
Normal
0.0
356
Normal
0.0
818
Normal
0.0
268
Normal
0.0
412
Normal
0.0
518
Normal
0.0
516
Normal
0.0
857
Tumor
0.0
414
Normal
0.0
231
Tumor
0.0
738
Normal
0.0
915
Tumor
-0.1
448
Normal
-0.1
423
Tumor
-0.1
742
Normal
-0.1
262
Normal
-0.1
778
Normal
-0.1
148
Normal
-0.1
514
Normal
-0.1
472
Normal
-0.1
728
Normal
-0.1
922
Normal
-0.1
926
Normal
-0.1
483
Tumor
-0.1
312
Normal
-0.1
488
Normal
-0.1
573
Tumor
-0.1
451
Tumor
-0.1
188
Normal
-0.1
424
Normal
-0.1
328
Normal
-0.1
1045
Tumor
-0.1
536
Normal
-0.2
376
Normal
-0.2
257
Tumor
-0.2
571
Tumor
-0.2
124
Normal
-0.2
615
Tumor
-0.2
467
Tumor
-0.2
126
Normal
-0.2
261
Tumor
-0.2
723
Tumor
-0.2
113
Tumor
-0.2
478
Normal
-0.2
474
Normal
-0.2
111
Normal
-0.2
267
Tumor
-0.3
463
Tumor
-0.3
422
Normal
-0.3
114
Normal
-0.3
697
Tumor
-0.3
421
Tumor
-0.3
187
Tumor
-0.3
852
Normal
-0.3
272
Normal
-0.3
147
Tumor
-0.3
567
Tumor
-0.3
557
Tumor
-0.3
498
Normal
-0.3
128
Normal
-0.3
481
Tumor
-0.3
361
Tumor
-0.3
642
Normal
-0.3
127
Tumor
-0.4
535
Tumor
-0.4
666
Normal
-0.4
636
Normal
-0.4
823
Tumor
-0.4
715
Tumor
-0.4
618
Normal
-0.4
563
Tumor
-0.4
1046
Normal
-0.4
491
Tumor
-0.4
537
Tumor
-0.4
914
Normal
-0.4
1044
Normal
-0.4
884
Normal
-0.4
685
Tumor
-0.5
185
Tumor
-0.5
455
Tumor
-0.5
415
Tumor
-0.5
912
Normal
-0.5
877
Tumor
-0.5
695
Tumor
-0.5
616
Normal
-0.5
461
Tumor
-0.6
473
Tumor
-0.6
698
Normal
-0.6
171
Tumor
-0.6
627
Tumor
-0.7
628
Normal
-0.7
411
Tumor
-0.7
327
Tumor
-0.7
882
Normal
-0.7
161
Tumor
-0.7
363
Tumor
-0.7
727
Tumor
-0.7
741
Tumor
-0.8
528
Normal
-0.8
878
Normal
-0.9
477
Tumor
-0.9
737
Tumor
-0.9
881
Tumor
-1.0
471
Tumor
-1.0
883
Tumor
-1.0
913
Tumor
-1.0
911
Tumor
-1.2
355
Tumor
-1.2
351
Tumor
N/A
352
Normal
N/A
353
Tumor
N/A
354
Normal
N/A
357
Tumor
N/A
358
Normal
N/A
131
Tumor
N/A
132
Normal
N/A
135
Tumor
N/A
136
Normal
N/A
137
Tumor
N/A
138
Normal
N/A
937
Tumor
N/A
938
Normal
N/A
141
Tumor
N/A
142
Normal
N/A
145
Tumor
N/A
146
Normal
N/A
943
Tumor
N/A
944
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
951
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
955
Tumor
N/A
956
Normal
N/A
1032
Normal
N/A
1031
Tumor
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
1042
Normal
N/A
1041
Tumor
N/A
861
Tumor
N/A
862
Normal
N/A
863
Tumor
N/A
864
Normal
N/A
865
Tumor
N/A
866
Normal
N/A
867
Tumor
N/A
868
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
431
Tumor
N/A
432
Normal
N/A
433
Tumor
N/A
434
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
443
Tumor
N/A
444
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
211
Tumor
N/A
212
Normal
N/A
213
Tumor
N/A
214
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
341
Tumor
N/A
221
Tumor
N/A
342
Normal
N/A
222
Normal
N/A
343
Tumor
N/A
223
Tumor
N/A
344
Normal
N/A
224
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.