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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.
TMEM242 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
4.3
Number of samples
362
Samples
Sample
Description
TPM
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
10.1
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
9.8
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
9.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
9.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
9.2
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
9.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
8.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
8.8
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
8.8
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
8.3
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
8.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
7.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
7.8
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
7.6
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
7.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
7.5
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
7.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
7.4
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
7.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
7.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
7.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
7.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
7.1
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
7.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
7.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
6.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
6.8
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
6.7
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
6.6
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
6.5
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
6.4
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
6.4
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
6.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
6.3
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
6.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
6.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
6.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
6.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
6.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
6.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
6.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
6.1
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
6.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
6.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
6.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
6.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
6.1
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
6.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
6.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
6.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
6.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
5.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
5.9
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
5.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
5.9
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
5.8
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
5.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
5.8
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
5.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
5.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
5.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
5.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
5.7
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
5.7
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
5.7
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
5.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
5.6
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
5.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
5.6
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
5.6
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
5.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
5.6
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
5.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
5.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
5.5
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
5.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
5.4
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
5.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
5.4
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
5.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
5.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
5.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
5.4
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
5.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
5.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
5.3
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
5.3
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
5.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
5.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
5.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
5.2
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
5.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
5.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
5.2
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
5.1
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
5.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
5.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
5.1
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
5.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
5.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
5.0
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
5.0
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
5.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
5.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
5.0
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
5.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
5.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
5.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
4.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
4.9
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
4.9
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
4.9
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
4.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
4.9
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
4.9
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
4.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
4.9
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
4.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
4.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
4.8
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
4.8
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
4.8
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
4.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
4.8
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
4.8
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
4.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
4.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
4.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
4.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
4.8
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
4.8
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
4.7
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
4.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
4.7
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
4.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
4.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
4.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
4.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
4.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
4.7
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
4.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
4.7
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
4.7
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
4.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
4.7
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
4.6
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
4.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
4.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
4.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
4.6
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
4.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
4.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
4.5
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
4.5
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
4.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
4.5
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
4.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
4.5
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
4.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
4.4
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
4.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
4.4
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
4.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
4.4
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
4.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
4.4
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
4.4
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
4.4
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
4.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
4.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
4.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
4.3
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
4.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
4.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
4.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
4.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
4.2
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
4.1
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
4.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
4.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
4.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
4.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
4.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
4.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
4.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
4.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
4.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
4.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
4.0
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.0
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
4.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
4.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
4.0
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
4.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
4.0
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
3.9
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
3.9
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
3.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
3.9
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
3.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
3.9
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
3.9
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
3.9
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
3.8
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
3.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
3.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
3.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
3.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
3.8
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
3.8
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
3.8
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
3.8
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
3.8
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
3.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
3.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
3.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
3.8
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
3.7
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
3.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
3.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
3.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
3.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
3.7
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
3.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
3.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
3.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
3.7
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
3.7
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
3.6
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
3.6
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
3.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
3.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
3.6
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
3.6
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
3.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
3.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
3.6
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
3.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
3.5
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
3.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
3.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
3.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
3.5
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
3.5
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
3.5
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
3.5
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
3.5
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
3.5
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
3.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
3.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
3.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
3.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
3.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
3.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
3.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
3.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
3.4
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
3.4
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
3.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
3.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
3.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
3.3
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
3.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
3.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
3.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
3.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
3.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
3.2
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
3.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
3.2
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
3.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
3.1
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
3.1
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
3.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
3.1
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
3.0
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
3.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
3.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
3.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
3.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
3.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
3.0
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
2.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
2.9
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
2.9
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
2.9
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
2.8
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
2.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
2.8
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
2.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
2.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.8
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
2.7
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
2.7
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
2.7
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
2.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
2.7
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
2.7
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
2.7
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
2.6
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
2.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
2.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
2.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
2.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
2.5
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
2.5
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
2.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
2.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
2.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
2.4
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
2.4
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
2.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
2.4
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
2.4
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
2.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
2.4
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
2.3
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
2.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
2.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
2.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
2.3
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
2.3
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
2.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
2.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
2.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
2.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
2.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
2.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
2.1
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
2.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
2.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
2.0
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
2.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
1.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
1.9
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
1.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
1.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
1.9
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.8
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
1.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
1.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
1.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
1.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
1.8
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
1.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
1.5
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
1.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 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
925
Tumor
1.4
1032
Normal
1.1
967
Tumor
1.1
1026
Normal
1.0
965
Tumor
1.0
362
Normal
1.0
663
Tumor
1.0
332
Normal
0.9
1042
Normal
0.9
571
Tumor
0.8
864
Normal
0.8
866
Normal
0.8
1022
Normal
0.8
514
Normal
0.8
546
Normal
0.8
1028
Normal
0.8
982
Normal
0.7
1045
Tumor
0.7
815
Tumor
0.7
484
Normal
0.7
746
Normal
0.7
443
Tumor
0.7
227
Tumor
0.7
922
Normal
0.7
446
Normal
0.6
534
Normal
0.6
328
Normal
0.6
964
Normal
0.6
436
Normal
0.6
258
Normal
0.6
695
Tumor
0.6
432
Normal
0.6
314
Normal
0.6
473
Tumor
0.6
412
Normal
0.6
474
Normal
0.6
364
Normal
0.5
472
Normal
0.5
722
Normal
0.5
528
Normal
0.5
1014
Normal
0.5
526
Normal
0.5
368
Normal
0.5
278
Normal
0.5
112
Tumor
0.5
298
Normal
0.5
976
Normal
0.5
862
Normal
0.5
478
Normal
0.5
1016
Normal
0.5
756
Normal
0.5
926
Normal
0.5
563
Tumor
0.5
714
Normal
0.5
482
Normal
0.5
818
Normal
0.5
285
Tumor
0.5
1041
Tumor
0.5
481
Tumor
0.5
858
Normal
0.4
984
Normal
0.4
564
Normal
0.4
958
Normal
0.4
366
Normal
0.4
666
Normal
0.4
648
Normal
0.4
852
Normal
0.4
416
Normal
0.4
356
Normal
0.4
267
Tumor
0.4
128
Normal
0.4
462
Normal
0.4
517
Tumor
0.4
268
Normal
0.4
672
Normal
0.4
361
Tumor
0.4
1046
Normal
0.4
312
Normal
0.4
123
Tumor
0.4
272
Normal
0.3
978
Normal
0.3
664
Normal
0.3
554
Normal
0.3
487
Tumor
0.3
384
Normal
0.3
918
Normal
0.3
146
Normal
0.3
415
Tumor
0.3
127
Tumor
0.3
537
Tumor
0.3
786
Normal
0.3
426
Normal
0.3
1043
Tumor
0.3
513
Tumor
0.3
863
Tumor
0.3
113
Tumor
0.3
114
Normal
0.3
553
Tumor
0.3
286
Normal
0.3
132
Normal
0.3
662
Normal
0.3
951
Tumor
0.3
568
Normal
0.3
572
Normal
0.3
824
Normal
0.3
518
Normal
0.3
671
Tumor
0.2
535
Tumor
0.2
954
Normal
0.2
142
Normal
0.2
126
Normal
0.2
744
Normal
0.2
516
Normal
0.2
262
Normal
0.2
558
Normal
0.2
723
Tumor
0.2
145
Tumor
0.2
424
Normal
0.2
716
Normal
0.2
488
Normal
0.2
865
Tumor
0.2
365
Tumor
0.2
524
Normal
0.2
857
Tumor
0.2
111
Normal
0.2
363
Tumor
0.2
742
Normal
0.2
422
Normal
0.2
284
Normal
0.2
136
Normal
0.2
232
Normal
0.2
414
Normal
0.2
444
Normal
0.2
696
Normal
0.2
868
Normal
0.2
376
Normal
0.2
924
Normal
0.2
966
Normal
0.1
916
Normal
0.1
477
Tumor
0.1
231
Tumor
0.1
224
Normal
0.1
574
Normal
0.1
461
Tumor
0.1
538
Normal
0.1
738
Normal
0.1
327
Tumor
0.1
124
Normal
0.1
968
Normal
0.1
1044
Normal
0.1
212
Normal
0.1
874
Normal
0.1
665
Tumor
0.1
428
Normal
0.1
125
Tumor
0.1
816
Normal
0.1
271
Tumor
0.1
494
Normal
0.1
141
Tumor
0.1
311
Tumor
0.1
448
Normal
0.1
421
Tumor
0.1
957
Tumor
0.1
228
Normal
0.1
383
Tumor
0.1
728
Normal
0.1
851
Tumor
0.1
698
Normal
0.1
567
Tumor
0.1
953
Tumor
0.1
873
Tumor
0.1
938
Normal
0.1
527
Tumor
0.0
331
Tumor
0.0
497
Tumor
0.0
138
Normal
0.0
434
Normal
0.0
944
Normal
0.0
713
Tumor
0.0
411
Tumor
0.0
131
Tumor
0.0
367
Tumor
0.0
433
Tumor
0.0
313
Tumor
0.0
445
Tumor
0.0
277
Tumor
0.0
423
Tumor
0.0
491
Tumor
0.0
823
Tumor
0.0
956
Normal
0.0
785
Tumor
0.0
686
Normal
-0.1
492
Normal
-0.1
777
Tumor
-0.1
661
Tumor
-0.1
867
Tumor
-0.1
778
Normal
-0.1
743
Tumor
-0.1
1015
Tumor
-0.1
921
Tumor
-0.1
431
Tumor
-0.1
975
Tumor
-0.1
741
Tumor
-0.1
515
Tumor
-0.1
697
Tumor
-0.1
817
Tumor
-0.1
557
Tumor
-0.1
923
Tumor
-0.1
745
Tumor
-0.1
727
Tumor
-0.2
724
Normal
-0.2
257
Tumor
-0.2
981
Tumor
-0.2
525
Tumor
-0.2
917
Tumor
-0.2
737
Tumor
-0.2
135
Tumor
-0.2
963
Tumor
-0.2
814
Normal
-0.2
375
Tumor
-0.2
1031
Tumor
-0.2
533
Tumor
-0.3
915
Tumor
-0.3
861
Tumor
-0.3
943
Tumor
-0.3
952
Normal
-0.3
483
Tumor
-0.3
685
Tumor
-0.3
297
Tumor
-0.3
755
Tumor
-0.3
355
Tumor
-0.3
498
Normal
-0.3
647
Tumor
-0.3
261
Tumor
-0.4
447
Tumor
-0.4
536
Normal
-0.4
137
Tumor
-0.4
545
Tumor
-0.4
1013
Tumor
-0.4
813
Tumor
-0.4
955
Tumor
-0.4
937
Tumor
-0.5
1025
Tumor
-0.5
1027
Tumor
-0.5
493
Tumor
-0.5
573
Tumor
-0.5
435
Tumor
-0.5
721
Tumor
-0.5
715
Tumor
-0.6
283
Tumor
-0.7
223
Tumor
-0.7
471
Tumor
-0.7
523
Tumor
-0.8
211
Tumor
-0.8
427
Tumor
-0.8
983
Tumor
-0.8
977
Tumor
-0.9
1021
Tumor
-0.9
413
Tumor
-0.9
425
Tumor
-1.0
351
Tumor
N/A
352
Normal
N/A
353
Tumor
N/A
354
Normal
N/A
357
Tumor
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
387
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
148
Normal
N/A
391
Tumor
N/A
392
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
161
Tumor
N/A
162
Normal
N/A
171
Tumor
N/A
172
Normal
N/A
615
Tumor
N/A
616
Normal
N/A
617
Tumor
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
635
Tumor
N/A
877
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
451
Tumor
N/A
452
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
341
Tumor
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
344
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.