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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.
ZNF568 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
1.7
Number of samples
362
Samples
Sample
Description
TPM
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
9.7
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
9.2
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
8.5
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
8.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
8.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
7.9
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
7.9
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
7.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
6.9
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
6.4
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
6.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
6.2
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
5.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
5.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
5.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
5.0
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
4.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
4.8
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
4.7
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
4.6
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
4.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
4.6
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
4.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
4.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
4.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
4.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
4.4
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
4.4
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
4.3
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
4.1
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
4.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
4.0
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
4.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
3.9
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
3.9
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
3.8
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
3.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
3.7
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
3.7
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
3.6
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
3.6
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
3.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
3.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
3.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
3.5
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
3.4
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
3.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
3.3
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
3.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
3.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
3.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
3.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
3.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
3.2
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
3.2
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
3.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
3.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
3.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
3.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
3.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
3.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
2.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
2.9
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
2.9
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
2.9
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
2.9
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
2.8
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
2.8
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
2.8
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
2.8
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
2.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.7
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.7
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
2.7
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
2.6
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
2.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
2.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
2.5
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.5
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
2.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
2.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
2.5
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
2.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
2.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
2.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
2.4
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
2.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
2.3
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
2.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
2.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
2.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
2.3
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
2.3
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
2.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
2.2
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
2.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
2.2
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
2.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
2.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
2.2
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
2.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
2.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
2.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
2.1
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
2.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.1
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
2.1
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
2.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
2.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
2.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
2.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
2.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
2.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
2.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
2.0
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.9
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
1.9
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
1.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
1.9
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
1.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
1.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
1.8
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
1.8
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
1.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
1.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
1.8
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
1.8
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
1.8
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
1.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
1.8
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
1.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
1.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
1.7
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
1.7
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
1.7
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
1.7
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
1.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
1.7
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
1.7
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
1.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
1.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
1.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
1.6
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
1.6
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
1.6
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
1.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
1.5
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
1.5
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
1.5
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
1.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
1.5
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
1.5
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
1.5
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
1.5
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
1.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
1.5
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
1.5
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
1.5
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
1.5
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
1.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
1.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.4
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.4
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
1.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
1.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
1.3
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
1.3
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
1.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
1.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
1.3
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
1.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
1.3
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
1.3
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
1.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.3
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
1.3
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
1.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
1.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
1.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
1.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
1.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
1.2
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
1.2
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
1.2
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
1.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
1.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
1.2
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
1.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
1.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
1.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
1.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
1.1
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
1.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
1.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
1.1
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.1
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
1.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
1.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
1.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
1.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
1.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
1.0
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
1.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.9
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.9
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
0.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.9
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.9
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
0.9
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.9
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.9
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.9
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.9
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.8
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.8
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.8
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.8
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.7
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.7
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
0.7
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.7
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.7
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.7
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.6
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.6
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.6
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.6
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
0.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.6
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.6
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.6
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.6
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.6
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.6
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.5
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.5
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.5
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.5
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.5
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
0.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.5
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
0.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.4
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
0.4
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.4
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.4
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.4
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.4
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.4
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.4
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.4
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.4
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.4
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.4
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.4
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.3
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.3
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.3
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.3
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.3
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.3
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.3
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.3
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.3
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.3
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.2
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.2
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.2
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.2
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.2
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.1
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.1
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 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.
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
0.9
Number of samples
231
Samples
Sample
Description
TPM
DO45247
0 years, female, NA, stage:2, alive, 210 days
6.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
5.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
4.8
DO23521
0 years, male, NA, stage:3, alive, 1110 days
3.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
3.7
DO48672
0 years, male, NA, stage:2, alive, 450 days
3.7
DO45189
0 years, female, NA, stage:2, alive, 1200 days
3.5
DO48706
0 years, male, NA, stage:2, alive, 870 days
3.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
3.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
3.1
DO45179
0 years, female, NA, stage:2, alive, 600 days
3.0
DO45257
0 years, male, NA, stage:3, alive, 810 days
2.7
DO45119
0 years, male, NA, stage:3, dead, 510 days
2.7
DO45131
0 years, male, NA, stage:4, dead, 360 days
2.6
DO23509
0 years, male, NA, stage:3, dead, 780 days
2.5
DO45227
0 years, female, NA, stage:2, alive, 1020 days
2.4
DO50855
0 years, male, NA, stage:2, alive, 570 days
2.3
DO23533
0 years, male, NA, stage:2, alive, 900 days
2.3
DO48720
0 years, female, NA, stage:2, alive, 570 days
2.3
DO45209
0 years, male, NA, stage:4, alive, 1350 days
2.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
2.2
DO45121
0 years, male, NA, stage:3, alive, 1530 days
2.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
2.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
2.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
2.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
1.9
DO50774
0 years, female, NA, stage:2, alive, 720 days
1.9
DO50808
0 years, male, NA, stage:2, alive, 570 days
1.9
DO23537
0 years, male, NA, stage:2, dead, 900 days
1.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
1.9
DO45175
0 years, male, NA, stage:2, alive, 1140 days
1.8
DO23526
0 years, male, NA, stage:3, alive, 1050 days
1.8
DO45255
0 years, male, NA, stage:3, alive, 720 days
1.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
1.7
DO50789
0 years, female, NA, stage:2, alive, 570 days
1.7
DO45197
0 years, male, NA, stage:2, alive, 1170 days
1.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
1.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
1.6
DO45207
0 years, male, NA, stage:1, alive, 1050 days
1.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
1.6
DO50804
0 years, male, NA, stage:2, alive, 720 days
1.6
DO23548
0 years, female, NA, stage:1, alive, 840 days
1.5
DO45273
0 years, male, NA, stage:2, alive, 480 days
1.5
DO45243
0 years, female, NA, stage:3, alive, 930 days
1.5
DO50844
0 years, male, NA, stage:4, alive, 300 days
1.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
1.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
1.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
1.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
1.5
DO50807
0 years, male, NA, stage:1, alive, 540 days
1.5
DO50811
0 years, male, NA, stage:1, alive, 450 days
1.4
DO48725
0 years, male, NA, stage:1, alive, 780 days
1.4
DO45265
0 years, male, NA, stage:3, alive, 1020 days
1.4
DO45303
0 years, female, NA, stage:3, alive, 990 days
1.4
DO45259
0 years, male, NA, stage:3, alive, 330 days
1.4
DO45251
0 years, female, NA, stage:2, alive, 900 days
1.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
1.3
DO23510
0 years, female, NA, stage:2, alive, 870 days
1.3
DO50817
0 years, male, NA, stage:2, alive, 390 days
1.3
DO45269
0 years, male, NA, stage:3, alive, 750 days
1.3
DO23532
0 years, female, NA, stage:1, alive, 960 days
1.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
1.2
DO23531
0 years, female, NA, stage:3, alive, 900 days
1.2
DO23511
0 years, female, NA, stage:3, dead, 180 days
1.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
1.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
1.2
DO48712
0 years, male, NA, stage:2, alive, 810 days
1.1
DO45199
0 years, female, NA, stage:2, alive, 1350 days
1.1
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1.1
DO48681
0 years, male, NA, stage:2, alive, 900 days
1.1
DO50809
0 years, male, NA, stage:3, dead, 720 days
1.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
1.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
1.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
1.1
DO48697
0 years, female, NA, stage:2, dead, 810 days
1.1
DO45155
0 years, male, NA, stage:2, alive, 2160 days
1.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
1.0
DO45233
0 years, male, NA, stage:3, alive, 900 days
1.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
1.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
1.0
DO45141
0 years, male, NA, stage:2, alive, 1320 days
1.0
DO48759
0 years, male, NA, stage:3, alive, 720 days
1.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
1.0
DO50819
0 years, female, NA, stage:2, alive, 510 days
1.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
1.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
1.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
1.0
DO45283
0 years, male, NA, stage:3, alive, 510 days
1.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
1.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
0.9
DO48728
0 years, female, NA, stage:2, alive, 150 days
0.9
DO45185
0 years, male, NA, stage:2, alive, 600 days
0.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
0.9
DO48723
0 years, male, NA, stage:1, alive, 600 days
0.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
0.9
DO23530
0 years, male, NA, stage:4, dead, 180 days
0.9
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
0.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
0.8
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
0.8
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.8
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
0.8
DO50820
0 years, female, NA, stage:3, alive, 510 days
0.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
0.7
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
0.7
DO45103
0 years, male, NA, stage:3, alive, 450 days
0.7
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
0.7
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
0.7
DO23549
0 years, male, NA, stage:3, alive, 990 days
0.7
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.7
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.6
DO48736
0 years, female, NA, stage:1, alive, 600 days
0.6
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.6
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
0.6
DO45287
0 years, male, NA, stage:1, alive, 390 days
0.6
DO48732
0 years, male, NA, stage:3, alive, 630 days
0.6
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.6
DO45279
0 years, male, NA, stage:3, alive, 1290 days
0.6
DO23540
0 years, male, NA, stage:1, alive, 750 days
0.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
0.5
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.5
DO45153
0 years, female, NA, stage:2, alive, 1380 days
0.5
DO45165
0 years, male, NA, stage:2, alive, 690 days
0.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.5
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
0.5
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.5
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.5
DO45267
0 years, male, NA, stage:3, dead, 570 days
0.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
0.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
0.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.5
DO50778
0 years, male, NA, stage:4, alive, 630 days
0.5
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.5
DO50815
0 years, male, NA, stage:3, alive, 150 days
0.4
DO45195
0 years, male, NA, stage:1, alive, 390 days
0.4
DO50806
0 years, male, NA, stage:4, alive, 540 days
0.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
0.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
0.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
0.4
DO45285
0 years, male, NA, stage:3, alive, 480 days
0.4
DO48743
0 years, female, NA, stage:2, alive, 570 days
0.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.4
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.4
DO23546
0 years, male, NA, stage:2, alive, 1050 days
0.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
0.4
DO45223
0 years, male, NA, stage:4, alive, 1020 days
0.4
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.4
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.4
DO45307
0 years, female, NA, stage:4, dead, 240 days
0.4
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.4
DO45229
0 years, male, NA, stage:1, alive, 990 days
0.4
DO45241
0 years, male, NA, stage:1, alive, 1080 days
0.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
0.3
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
0.3
DO50793
0 years, male, NA, stage:4, alive, 540 days
0.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
0.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.3
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.3
DO45263
0 years, male, NA, stage:3, dead, 270 days
0.3
DO23513
0 years, male, NA, stage:3, alive, 1200 days
0.3
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.3
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
0.3
DO48717
0 years, male, NA, stage:4, dead, 180 days
0.3
DO23527
0 years, male, NA, stage:1, alive, 1050 days
0.2
DO50805
0 years, male, NA, stage:2, alive, 690 days
0.2
DO23514
0 years, male, NA, stage:2, alive, 1290 days
0.2
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
0.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
0.2
DO23525
0 years, male, NA, stage:4, alive, 1050 days
0.2
DO45305
0 years, male, NA, stage:4, alive, 300 days
0.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.2
DO45221
0 years, female, NA, stage:4, dead, 390 days
0.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
0.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
0.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.2
DO23536
0 years, male, NA, stage:2, alive, 930 days
0.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
0.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
0.2
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.2
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.2
DO50776
0 years, male, NA, stage:1, alive, 690 days
0.2
DO227801
0 years, female, NA, stage:1, alive, 660 days
0.2
DO48704
0 years, female, NA, stage:3, alive, 750 days
0.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
0.2
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.2
DO45159
0 years, male, NA, stage:3, alive, 1470 days
0.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.2
DO48737
0 years, male, NA, stage:1, alive, 720 days
0.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.2
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
0.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
0.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
0.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.1
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.1
DO45245
0 years, female, NA, stage:2, dead, 240 days
0.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.1
DO45115
0 years, male, NA, stage:2, alive, 840 days
0.1
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.1
DO23545
0 years, male, NA, stage:2, dead, 570 days
0.1
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.1
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.1
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
0.1
DO50822
0 years, male, NA, stage:2, alive, 510 days
0.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
0.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
743
Tumor
2.1
131
Tumor
1.3
727
Tumor
1.3
983
Tumor
1.2
967
Tumor
1.2
112
Tumor
1.2
285
Tumor
1.1
695
Tumor
1.1
951
Tumor
1.1
817
Tumor
1.0
1014
Normal
1.0
1021
Tumor
1.0
1025
Tumor
1.0
635
Tumor
1.0
921
Tumor
1.0
473
Tumor
0.9
391
Tumor
0.9
975
Tumor
0.9
881
Tumor
0.9
963
Tumor
0.9
661
Tumor
0.8
1031
Tumor
0.8
865
Tumor
0.8
463
Tumor
0.8
977
Tumor
0.8
823
Tumor
0.8
965
Tumor
0.8
393
Tumor
0.8
671
Tumor
0.7
982
Normal
0.7
883
Tumor
0.7
425
Tumor
0.7
851
Tumor
0.7
567
Tumor
0.6
331
Tumor
0.6
981
Tumor
0.6
877
Tumor
0.6
351
Tumor
0.6
387
Tumor
0.6
984
Normal
0.6
545
Tumor
0.6
553
Tumor
0.5
537
Tumor
0.5
815
Tumor
0.5
533
Tumor
0.5
523
Tumor
0.5
367
Tumor
0.5
427
Tumor
0.5
952
Normal
0.5
1013
Tumor
0.5
923
Tumor
0.5
385
Tumor
0.5
517
Tumor
0.5
227
Tumor
0.5
297
Tumor
0.5
483
Tumor
0.5
878
Normal
0.4
477
Tumor
0.4
497
Tumor
0.4
813
Tumor
0.4
814
Normal
0.4
487
Tumor
0.4
917
Tumor
0.4
944
Normal
0.4
756
Normal
0.4
123
Tumor
0.3
698
Normal
0.3
938
Normal
0.3
451
Tumor
0.3
786
Normal
0.3
641
Tumor
0.3
413
Tumor
0.3
343
Tumor
0.3
214
Normal
0.3
554
Normal
0.3
465
Tumor
0.3
277
Tumor
0.3
778
Normal
0.3
395
Tumor
0.3
957
Tumor
0.3
978
Normal
0.3
444
Normal
0.2
516
Normal
0.2
375
Tumor
0.2
571
Tumor
0.2
724
Normal
0.2
471
Tumor
0.2
915
Tumor
0.2
467
Tumor
0.2
455
Tumor
0.2
527
Tumor
0.2
746
Normal
0.2
493
Tumor
0.2
1016
Normal
0.2
231
Tumor
0.2
954
Normal
0.2
341
Tumor
0.2
114
Normal
0.2
627
Tumor
0.2
363
Tumor
0.2
135
Tumor
0.2
328
Normal
0.2
411
Tumor
0.2
976
Normal
0.2
386
Normal
0.2
666
Normal
0.2
327
Tumor
0.1
1027
Tumor
0.1
445
Tumor
0.1
396
Normal
0.1
955
Tumor
0.1
213
Tumor
0.1
956
Normal
0.1
271
Tumor
0.1
146
Normal
0.1
392
Normal
0.1
423
Tumor
0.1
298
Normal
0.1
232
Normal
0.1
873
Tumor
0.1
443
Tumor
0.1
662
Normal
0.1
664
Normal
0.1
284
Normal
0.1
538
Normal
0.1
636
Normal
0.1
715
Tumor
0.1
212
Normal
0.1
452
Normal
0.1
272
Normal
0.1
461
Tumor
0.1
492
Normal
0.1
258
Normal
0.1
221
Tumor
0.1
228
Normal
0.1
313
Tumor
0.1
211
Tumor
0.1
478
Normal
0.1
431
Tumor
0.0
267
Tumor
0.0
111
Normal
0.0
257
Tumor
0.0
573
Tumor
0.0
498
Normal
0.0
1041
Tumor
0.0
524
Normal
0.0
383
Tumor
0.0
617
Tumor
0.0
484
Normal
0.0
311
Tumor
0.0
394
Normal
0.0
857
Tumor
0.0
713
Tumor
0.0
558
Normal
0.0
574
Normal
0.0
462
Normal
0.0
494
Normal
0.0
468
Normal
0.0
861
Tumor
0.0
262
Normal
0.0
426
Normal
0.0
217
Tumor
0.0
223
Tumor
0.0
138
Normal
0.0
355
Tumor
0.0
456
Normal
0.0
125
Tumor
0.0
526
Normal
0.0
314
Normal
0.0
777
Tumor
0.0
513
Tumor
0.0
648
Normal
0.0
1015
Tumor
0.0
663
Tumor
0.0
362
Normal
0.0
312
Normal
0.0
918
Normal
0.0
966
Normal
0.0
261
Tumor
0.0
488
Normal
0.0
672
Normal
0.0
361
Tumor
0.0
1045
Tumor
0.0
364
Normal
0.0
332
Normal
0.0
188
Normal
0.0
283
Tumor
0.0
268
Normal
0.0
628
Normal
0.0
124
Normal
0.0
1026
Normal
-0.1
481
Tumor
-0.1
142
Normal
-0.1
874
Normal
-0.1
913
Tumor
-0.1
572
Normal
-0.1
922
Normal
-0.1
185
Tumor
-0.1
278
Normal
-0.1
686
Normal
-0.1
482
Normal
-0.1
435
Tumor
-0.1
534
Normal
-0.1
446
Normal
-0.1
141
Tumor
-0.1
1032
Normal
-0.1
388
Normal
-0.1
514
Normal
-0.1
943
Tumor
-0.1
716
Normal
-0.1
136
Normal
-0.1
464
Normal
-0.1
785
Tumor
-0.1
466
Normal
-0.1
518
Normal
-0.1
515
Tumor
-0.1
162
Normal
-0.1
366
Normal
-0.1
422
Normal
-0.1
1042
Normal
-0.1
128
Normal
-0.1
474
Normal
-0.1
568
Normal
-0.1
696
Normal
-0.1
722
Normal
-0.1
824
Normal
-0.1
858
Normal
-0.1
953
Tumor
-0.1
647
Tumor
-0.1
546
Normal
-0.1
384
Normal
-0.1
744
Normal
-0.1
224
Normal
-0.1
615
Tumor
-0.1
1046
Normal
-0.1
924
Normal
-0.1
342
Normal
-0.1
434
Normal
-0.1
685
Tumor
-0.1
866
Normal
-0.1
964
Normal
-0.1
433
Tumor
-0.1
147
Tumor
-0.1
564
Normal
-0.1
958
Normal
-0.2
563
Tumor
-0.2
161
Tumor
-0.2
358
Normal
-0.2
1022
Normal
-0.2
916
Normal
-0.2
126
Normal
-0.2
937
Tumor
-0.2
145
Tumor
-0.2
222
Normal
-0.2
428
Normal
-0.2
196
Normal
-0.2
557
Tumor
-0.2
816
Normal
-0.2
864
Normal
-0.2
745
Tumor
-0.2
424
Normal
-0.2
852
Normal
-0.2
412
Normal
-0.2
421
Tumor
-0.2
926
Normal
-0.2
436
Normal
-0.2
148
Normal
-0.2
1028
Normal
-0.2
132
Normal
-0.2
365
Tumor
-0.2
714
Normal
-0.2
357
Tumor
-0.2
113
Tumor
-0.2
1043
Tumor
-0.2
884
Normal
-0.2
618
Normal
-0.2
525
Tumor
-0.2
472
Normal
-0.2
186
Normal
-0.2
286
Normal
-0.2
356
Normal
-0.2
414
Normal
-0.2
218
Normal
-0.2
171
Tumor
-0.2
818
Normal
-0.2
448
Normal
-0.2
867
Tumor
-0.2
697
Tumor
-0.2
528
Normal
-0.2
376
Normal
-0.3
742
Normal
-0.3
862
Normal
-0.3
737
Tumor
-0.3
416
Normal
-0.3
137
Tumor
-0.3
882
Normal
-0.3
968
Normal
-0.3
728
Normal
-0.3
911
Tumor
-0.3
352
Normal
-0.3
192
Normal
-0.3
491
Tumor
-0.3
353
Tumor
-0.3
1044
Normal
-0.3
642
Normal
-0.3
616
Normal
-0.4
723
Tumor
-0.4
665
Tumor
-0.4
447
Tumor
-0.4
172
Normal
-0.4
344
Normal
-0.4
354
Normal
-0.4
755
Tumor
-0.4
738
Normal
-0.4
721
Tumor
-0.4
925
Tumor
-0.4
187
Tumor
-0.4
432
Normal
-0.4
863
Tumor
-0.5
535
Tumor
-0.5
536
Normal
-0.6
368
Normal
-0.6
191
Tumor
-0.6
195
Tumor
-0.6
914
Normal
-0.6
741
Tumor
-0.6
868
Normal
-0.6
415
Tumor
-0.6
127
Tumor
-0.7
912
Normal
-0.8
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LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
