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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.
ZCCHC8 is not prognostic in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.0
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
11.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
11.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
9.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
9.1
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
9.0
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
9.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
8.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
8.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
8.8
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
8.8
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
8.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
7.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
7.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
7.6
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
7.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
7.3
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
7.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
7.1
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
7.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
7.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
6.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
6.6
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
6.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
6.5
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
6.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
6.2
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
6.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
6.2
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
6.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
6.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
6.1
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
6.0
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
5.9
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
5.9
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
5.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
5.8
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
5.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
5.7
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
5.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
5.7
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
5.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
5.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
5.6
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
5.5
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
5.5
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
5.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
5.5
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
5.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
5.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
5.4
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
5.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
5.3
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
5.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
5.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
5.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
5.1
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
5.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
5.1
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
5.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
5.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
5.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
5.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
5.0
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
4.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
4.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
4.9
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
4.9
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
4.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
4.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
4.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
4.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
4.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
4.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
4.6
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.6
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
4.5
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
4.4
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
4.4
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
4.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
4.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
4.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
4.3
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
4.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.3
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
4.2
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
4.2
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
4.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.2
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
4.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
4.2
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
4.1
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
4.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
4.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
4.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
4.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
4.0
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
4.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
3.9
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
3.9
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.9
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
3.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
3.9
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
3.9
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
3.9
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
3.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
3.8
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
3.8
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
3.8
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
3.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
3.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.7
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
3.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
3.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
3.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
3.7
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
3.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
3.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
3.7
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
3.7
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
3.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
3.6
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
3.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
3.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
3.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
3.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
3.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
3.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
3.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
3.5
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
3.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
3.4
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
3.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
3.3
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
3.3
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
3.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
3.3
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
3.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
3.3
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
3.3
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
3.3
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
3.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
3.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
3.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
3.2
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
3.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
3.1
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
3.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
3.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
3.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
3.1
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
3.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
3.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
3.1
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.1
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
3.1
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
3.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
3.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
3.0
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
3.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
3.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
3.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
3.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
3.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
3.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
2.9
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
2.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
2.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
2.9
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
2.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.9
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
2.9
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
2.9
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
2.8
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
2.8
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
2.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
2.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
2.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
2.8
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
2.8
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
2.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.7
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
2.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
2.7
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
2.6
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
2.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
2.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
2.6
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
2.6
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
2.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
2.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
2.6
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
2.6
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
2.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
2.5
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
2.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
2.5
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
2.5
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
2.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
2.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
2.5
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
2.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
2.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
2.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
2.4
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
2.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
2.4
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
2.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
2.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
2.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
2.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
2.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
2.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
2.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
2.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
2.2
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
2.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
2.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
2.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.1
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
2.1
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
2.1
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
2.1
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
2.1
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
2.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
2.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
2.0
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.0
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.0
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
2.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
1.9
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
1.9
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
1.9
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
1.9
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
1.9
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
1.9
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
1.9
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
1.8
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
1.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
1.8
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
1.8
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
1.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
1.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
1.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
1.7
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
1.7
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
1.7
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.7
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
1.6
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
1.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
1.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
1.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
1.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
1.5
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
1.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
1.5
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
1.5
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
1.5
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
1.5
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
1.5
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
1.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
1.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
1.5
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.5
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
1.4
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
1.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
1.4
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
1.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
1.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
1.4
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
1.4
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
1.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
1.4
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
1.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
1.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.3
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
1.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
1.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.3
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
1.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.2
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.2
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
1.2
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
1.2
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
1.2
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
1.2
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
1.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
1.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
1.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
1.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
1.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
1.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
1.0
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.9
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.9
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.9
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
0.9
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.8
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.8
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.8
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.7
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.7
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.7
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.6
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.6
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.6
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.5
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.5
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.5
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.5
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.5
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.5
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.5
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.4
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.4
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.4
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.4
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
0.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.4
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.3
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 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.
ZCCHC8 is not prognostic in Liver Hepatocellular Carcinoma (validation)
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
8.0
Number of samples
231
Samples
Sample
Description
TPM
DO50815
0 years, male, NA, stage:3, alive, 150 days
41.9
DO45105
0 years, male, NA, stage:1, alive, 1680 days
23.6
DO50845
0 years, male, NA, stage:3, alive, 210 days
21.6
DO45127
0 years, male, NA, stage:3, dead, 420 days
21.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
19.3
DO23552
0 years, female, NA, stage:1, alive, 810 days
18.9
DO48720
0 years, female, NA, stage:2, alive, 570 days
18.6
DO23547
0 years, male, NA, stage:1, alive, 1020 days
17.3
DO45263
0 years, male, NA, stage:3, dead, 270 days
15.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
15.3
DO45217
0 years, female, NA, stage:3, dead, 270 days
14.7
DO23546
0 years, male, NA, stage:2, alive, 1050 days
14.6
DO50809
0 years, male, NA, stage:3, dead, 720 days
14.4
DO45301
0 years, male, NA, stage:2, dead, 1440 days
14.0
DO23526
0 years, male, NA, stage:3, alive, 1050 days
13.7
DO45273
0 years, male, NA, stage:2, alive, 480 days
13.7
DO45107
0 years, female, NA, stage:2, alive, 1710 days
13.6
DO50785
0 years, male, NA, stage:4, dead, 90 days
13.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
13.2
DO23537
0 years, male, NA, stage:2, dead, 900 days
13.1
DO45241
0 years, male, NA, stage:1, alive, 1080 days
13.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
12.2
DO45277
0 years, male, NA, stage:3, alive, 600 days
11.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
11.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
11.9
DO48737
0 years, male, NA, stage:1, alive, 720 days
11.9
DO23521
0 years, male, NA, stage:3, alive, 1110 days
11.8
DO45249
0 years, male, NA, stage:1, alive, 630 days
11.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
11.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
11.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
11.6
DO45305
0 years, male, NA, stage:4, alive, 300 days
11.5
DO50811
0 years, male, NA, stage:1, alive, 450 days
11.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
11.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
11.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
11.3
DO48732
0 years, male, NA, stage:3, alive, 630 days
11.3
DO23523
0 years, male, NA, stage:3, alive, 1080 days
11.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
11.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
11.2
DO45269
0 years, male, NA, stage:3, alive, 750 days
11.1
DO45303
0 years, female, NA, stage:3, alive, 990 days
10.8
DO45235
0 years, female, NA, stage:1, alive, 900 days
10.6
DO23509
0 years, male, NA, stage:3, dead, 780 days
10.5
DO45297
0 years, female, NA, stage:4, dead, 1260 days
10.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
10.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
10.1
DO50791
0 years, female, NA, stage:1, dead, 480 days
10.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
10.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
10.0
DO50813
0 years, male, NA, stage:2, alive, 420 days
10.0
DO45287
0 years, male, NA, stage:1, alive, 390 days
10.0
DO23548
0 years, female, NA, stage:1, alive, 840 days
10.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
10.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
9.6
DO50793
0 years, male, NA, stage:4, alive, 540 days
9.5
DO45209
0 years, male, NA, stage:4, alive, 1350 days
9.4
DO45257
0 years, male, NA, stage:3, alive, 810 days
9.4
DO23534
0 years, male, NA, stage:2, alive, 840 days
9.3
DO48746
0 years, male, NA, stage:3, alive, 570 days
9.3
DO50778
0 years, male, NA, stage:4, alive, 630 days
9.2
DO45115
0 years, male, NA, stage:2, alive, 840 days
9.1
DO45185
0 years, male, NA, stage:2, alive, 600 days
9.1
DO50840
0 years, male, NA, stage:2, alive, 330 days
9.1
DO45149
0 years, female, NA, stage:2, alive, 1260 days
9.0
DO45265
0 years, male, NA, stage:3, alive, 1020 days
8.9
DO45299
0 years, female, NA, stage:1, alive, 1440 days
8.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
8.8
DO45207
0 years, male, NA, stage:1, alive, 1050 days
8.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
8.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
8.8
DO23539
0 years, male, NA, stage:1, alive, 1110 days
8.8
DO45253
0 years, male, NA, stage:2, alive, 870 days
8.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
8.7
DO50807
0 years, male, NA, stage:1, alive, 540 days
8.6
DO45091
0 years, male, NA, stage:2, dead, 1320 days
8.6
DO45191
0 years, female, NA, stage:2, alive, 1200 days
8.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
8.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
8.6
DO45307
0 years, female, NA, stage:4, dead, 240 days
8.5
DO45243
0 years, female, NA, stage:3, alive, 930 days
8.5
DO45173
0 years, male, NA, stage:3, alive, 1170 days
8.5
DO45259
0 years, male, NA, stage:3, alive, 330 days
8.3
DO50802
0 years, male, NA, stage:2, alive, 930 days
8.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
8.1
DO45193
0 years, female, NA, stage:4, dead, 120 days
8.1
DO23513
0 years, male, NA, stage:3, alive, 1200 days
8.1
DO45099
0 years, male, NA, stage:3, alive, 1590 days
8.1
DO45247
0 years, female, NA, stage:2, alive, 210 days
8.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
8.1
DO23515
0 years, male, NA, stage:2, alive, 1230 days
8.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
8.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
8.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
7.9
DO45239
0 years, male, NA, stage:2, alive, 870 days
7.9
DO50820
0 years, female, NA, stage:3, alive, 510 days
7.9
DO48757
0 years, female, NA, stage:3, alive, 480 days
7.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
7.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
7.8
DO45161
0 years, male, NA, stage:2, dead, 540 days
7.8
DO48681
0 years, male, NA, stage:2, alive, 900 days
7.8
DO45201
0 years, male, NA, stage:1, alive, 900 days
7.7
DO48712
0 years, male, NA, stage:2, alive, 810 days
7.7
DO45153
0 years, female, NA, stage:2, alive, 1380 days
7.6
DO50800
0 years, male, NA, stage:2, alive, 510 days
7.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
7.6
DO23541
0 years, male, NA, stage:2, alive, 930 days
7.6
DO50818
0 years, male, NA, stage:2, alive, 510 days
7.6
DO45197
0 years, male, NA, stage:2, alive, 1170 days
7.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
7.5
DO48751
0 years, male, NA, stage:2, dead, 480 days
7.5
DO45281
0 years, male, NA, stage:4, alive, 750 days
7.5
DO45139
0 years, male, NA, stage:3, alive, 1320 days
7.5
DO45187
0 years, female, NA, stage:1, alive, 1260 days
7.4
DO48723
0 years, male, NA, stage:1, alive, 600 days
7.4
DO48736
0 years, female, NA, stage:1, alive, 600 days
7.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
7.4
DO50857
0 years, male, NA, stage:2, alive, 210 days
7.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
7.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
7.3
DO48672
0 years, male, NA, stage:2, alive, 450 days
7.3
DO23530
0 years, male, NA, stage:4, dead, 180 days
7.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
7.2
DO23535
0 years, male, NA, stage:1, alive, 960 days
7.2
DO45223
0 years, male, NA, stage:4, alive, 1020 days
7.1
DO50787
0 years, male, NA, stage:3, alive, 480 days
7.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
7.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
7.0
DO23525
0 years, male, NA, stage:4, alive, 1050 days
7.0
DO45135
0 years, male, NA, stage:1, alive, 1410 days
6.9
DO23550
0 years, male, NA, stage:1, alive, 990 days
6.8
DO23517
0 years, male, NA, stage:2, alive, 1200 days
6.8
DO45255
0 years, male, NA, stage:3, alive, 720 days
6.8
DO48719
0 years, male, NA, stage:2, alive, 690 days
6.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
6.8
DO45221
0 years, female, NA, stage:4, dead, 390 days
6.7
DO23510
0 years, female, NA, stage:2, alive, 870 days
6.7
DO45117
0 years, female, NA, stage:2, dead, 1110 days
6.7
DO45205
0 years, female, NA, stage:2, dead, 90 days
6.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
6.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
6.6
DO50806
0 years, male, NA, stage:4, alive, 540 days
6.5
DO48677
0 years, male, NA, stage:3, alive, 1140 days
6.5
DO50859
0 years, male, NA, stage:2, alive, 180 days
6.5
DO45113
0 years, male, NA, stage:3, alive, 1560 days
6.5
DO45211
0 years, male, NA, stage:3, alive, 240 days
6.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
6.4
DO23528
0 years, female, NA, stage:2, alive, 1020 days
6.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
6.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
6.3
DO45092
0 years, male, NA, stage:4, dead, 1200 days
6.3
DO48743
0 years, female, NA, stage:2, alive, 570 days
6.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
6.2
DO45231
0 years, male, NA, stage:2, alive, 930 days
6.2
DO23527
0 years, male, NA, stage:1, alive, 1050 days
6.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
6.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
6.0
DO23551
0 years, male, NA, stage:3, dead, 150 days
6.0
DO45131
0 years, male, NA, stage:4, dead, 360 days
6.0
DO45141
0 years, male, NA, stage:2, alive, 1320 days
6.0
DO45094
0 years, male, NA, stage:3, alive, 1650 days
5.9
DO45267
0 years, male, NA, stage:3, dead, 570 days
5.9
DO45159
0 years, male, NA, stage:3, alive, 1470 days
5.9
DO50819
0 years, female, NA, stage:2, alive, 510 days
5.9
DO45155
0 years, male, NA, stage:2, alive, 2160 days
5.8
DO48701
0 years, male, NA, stage:2, alive, 780 days
5.7
DO45199
0 years, female, NA, stage:2, alive, 1350 days
5.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
5.7
DO45111
0 years, male, NA, stage:2, alive, 1590 days
5.6
DO45283
0 years, male, NA, stage:3, alive, 510 days
5.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
5.6
DO48695
0 years, male, NA, stage:2, alive, 720 days
5.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
5.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
5.5
DO45183
0 years, female, NA, stage:2, dead, 570 days
5.5
DO48742
0 years, male, NA, stage:2, alive, 600 days
5.5
DO45123
0 years, female, NA, stage:2, dead, 570 days
5.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
5.3
DO45279
0 years, male, NA, stage:3, alive, 1290 days
5.2
DO45133
0 years, male, NA, stage:3, dead, 660 days
5.2
DO50805
0 years, male, NA, stage:2, alive, 690 days
5.2
DO45177
0 years, female, NA, stage:3, alive, 1260 days
5.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
5.1
DO45195
0 years, male, NA, stage:1, alive, 390 days
5.1
DO45119
0 years, male, NA, stage:3, dead, 510 days
5.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
5.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
5.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
5.0
DO45261
0 years, male, NA, stage:3, alive, 990 days
5.0
DO48679
0 years, male, NA, stage:2, alive, 1200 days
5.0
DO227801
0 years, female, NA, stage:1, alive, 660 days
5.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
4.9
DO23529
0 years, male, NA, stage:4, alive, 930 days
4.9
DO50822
0 years, male, NA, stage:2, alive, 510 days
4.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
4.9
DO48727
0 years, female, NA, stage:2, dead, 390 days
4.8
DO23538
0 years, male, NA, stage:2, alive, 450 days
4.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
4.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
4.7
DO45175
0 years, male, NA, stage:2, alive, 1140 days
4.7
DO50776
0 years, male, NA, stage:1, alive, 690 days
4.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
4.6
DO45097
0 years, male, NA, stage:3, alive, 1620 days
4.6
DO45289
0 years, female, NA, stage:3, alive, 360 days
4.4
DO50808
0 years, male, NA, stage:2, alive, 570 days
4.4
DO50789
0 years, female, NA, stage:2, alive, 570 days
4.4
DO45189
0 years, female, NA, stage:2, alive, 1200 days
4.4
DO45137
0 years, male, NA, stage:1, alive, 1320 days
4.4
DO23518
0 years, male, NA, stage:2, alive, 1320 days
4.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
4.2
DO48693
0 years, male, NA, stage:2, alive, 900 days
4.2
DO50783
0 years, male, NA, stage:3, alive, 480 days
4.2
DO45171
0 years, male, NA, stage:3, alive, 600 days
4.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
3.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
3.8
DO45169
0 years, male, NA, stage:3, alive, 1350 days
3.8
DO45093
0 years, male, NA, stage:2, dead, 720 days
3.7
DO45285
0 years, male, NA, stage:3, alive, 480 days
3.6
DO48759
0 years, male, NA, stage:3, alive, 720 days
3.6
DO45109
0 years, male, NA, stage:2, alive, 1590 days
3.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
3.5
DO23511
0 years, female, NA, stage:3, dead, 180 days
3.5
DO45229
0 years, male, NA, stage:1, alive, 990 days
3.5
DO48760
0 years, female, NA, stage:2, alive, 690 days
3.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
3.3
DO48674
0 years, male, NA, stage:2, alive, 1260 days
3.2
DO50832
0 years, male, NA, stage:3, alive, 90 days
3.2
DO50814
0 years, male, NA, stage:3, alive, 420 days
2.8
DO50850
0 years, male, NA, stage:3, alive, 720 days
2.8
DO23540
0 years, male, NA, stage:1, alive, 750 days
2.7
DO50839
0 years, female, NA, stage:3, alive, 330 days
1.4
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
957
Tumor
1.1
965
Tumor
0.9
425
Tumor
0.8
951
Tumor
0.7
497
Tumor
0.7
411
Tumor
0.7
815
Tumor
0.6
967
Tumor
0.6
131
Tumor
0.6
435
Tumor
0.6
953
Tumor
0.6
431
Tumor
0.6
331
Tumor
0.5
647
Tumor
0.5
817
Tumor
0.5
695
Tumor
0.5
1013
Tumor
0.5
1031
Tumor
0.5
413
Tumor
0.5
487
Tumor
0.5
351
Tumor
0.5
355
Tumor
0.4
443
Tumor
0.4
865
Tumor
0.4
161
Tumor
0.4
463
Tumor
0.4
921
Tumor
0.4
227
Tumor
0.4
851
Tumor
0.4
112
Tumor
0.4
937
Tumor
0.4
363
Tumor
0.3
523
Tumor
0.3
1025
Tumor
0.3
983
Tumor
0.3
533
Tumor
0.3
535
Tumor
0.3
385
Tumor
0.3
785
Tumor
0.3
465
Tumor
0.3
285
Tumor
0.3
665
Tumor
0.2
954
Normal
0.2
517
Tumor
0.2
537
Tumor
0.2
313
Tumor
0.2
467
Tumor
0.2
563
Tumor
0.2
925
Tumor
0.2
977
Tumor
0.2
341
Tumor
0.2
571
Tumor
0.2
661
Tumor
0.2
141
Tumor
0.2
975
Tumor
0.2
873
Tumor
0.2
877
Tumor
0.2
423
Tumor
0.2
938
Normal
0.2
493
Tumor
0.2
671
Tumor
0.2
1021
Tumor
0.2
955
Tumor
0.2
984
Normal
0.2
755
Tumor
0.2
814
Normal
0.1
142
Normal
0.1
391
Tumor
0.1
128
Normal
0.1
966
Normal
0.1
881
Tumor
0.1
271
Tumor
0.1
448
Normal
0.1
721
Tumor
0.1
482
Normal
0.1
1045
Tumor
0.1
1046
Normal
0.1
343
Tumor
0.1
943
Tumor
0.1
447
Tumor
0.1
663
Tumor
0.1
912
Normal
0.1
641
Tumor
0.1
858
Normal
0.1
267
Tumor
0.1
882
Normal
0.1
444
Normal
0.1
123
Tumor
0.1
964
Normal
0.1
127
Tumor
0.1
867
Tumor
0.1
147
Tumor
0.1
923
Tumor
0.1
778
Normal
0.1
878
Normal
0.1
488
Normal
0.1
744
Normal
0.1
455
Tumor
0.1
1043
Tumor
0.1
357
Tumor
0.1
786
Normal
0.1
1028
Normal
0.1
433
Tumor
0.1
883
Tumor
0.1
672
Normal
0.1
823
Tumor
0.1
685
Tumor
0.1
515
Tumor
0.0
483
Tumor
0.0
536
Normal
0.0
952
Normal
0.0
114
Normal
0.0
666
Normal
0.0
298
Normal
0.0
824
Normal
0.0
698
Normal
0.0
635
Tumor
0.0
124
Normal
0.0
1032
Normal
0.0
111
Normal
0.0
715
Tumor
0.0
113
Tumor
0.0
232
Normal
0.0
714
Normal
0.0
481
Tumor
0.0
376
Normal
0.0
742
Normal
0.0
968
Normal
0.0
132
Normal
0.0
221
Tumor
0.0
468
Normal
0.0
662
Normal
0.0
478
Normal
0.0
813
Tumor
0.0
756
Normal
0.0
516
Normal
0.0
356
Normal
0.0
1014
Normal
0.0
492
Normal
0.0
526
Normal
0.0
427
Tumor
0.0
746
Normal
0.0
572
Normal
0.0
1026
Normal
0.0
518
Normal
0.0
145
Tumor
0.0
922
Normal
0.0
471
Tumor
0.0
636
Normal
0.0
884
Normal
0.0
412
Normal
0.0
568
Normal
0.0
686
Normal
0.0
277
Tumor
0.0
857
Tumor
0.0
1022
Normal
0.0
462
Normal
0.0
545
Tumor
0.0
716
Normal
0.0
353
Tumor
0.0
743
Tumor
0.0
461
Tumor
0.0
818
Normal
0.0
737
Tumor
0.0
146
Normal
0.0
446
Normal
0.0
534
Normal
0.0
976
Normal
0.0
525
Tumor
0.0
573
Tumor
0.0
958
Normal
0.0
138
Normal
0.0
361
Tumor
0.0
514
Normal
0.0
944
Normal
0.0
524
Normal
0.0
126
Normal
0.0
224
Normal
0.0
472
Normal
0.0
286
Normal
0.0
217
Tumor
0.0
498
Normal
0.0
387
Tumor
0.0
491
Tumor
-0.1
452
Normal
-0.1
466
Normal
-0.1
135
Tumor
-0.1
866
Normal
-0.1
392
Normal
-0.1
384
Normal
-0.1
484
Normal
-0.1
332
Normal
-0.1
186
Normal
-0.1
564
Normal
-0.1
864
Normal
-0.1
196
Normal
-0.1
464
Normal
-0.1
557
Tumor
-0.1
172
Normal
-0.1
297
Tumor
-0.1
383
Tumor
-0.1
375
Tumor
-0.1
558
Normal
-0.1
393
Tumor
-0.1
358
Normal
-0.1
162
Normal
-0.1
284
Normal
-0.1
513
Tumor
-0.1
664
Normal
-0.1
738
Normal
-0.1
456
Normal
-0.1
648
Normal
-0.1
474
Normal
-0.1
414
Normal
-0.1
421
Tumor
-0.1
816
Normal
-0.1
445
Tumor
-0.1
136
Normal
-0.1
344
Normal
-0.1
574
Normal
-0.1
394
Normal
-0.1
473
Tumor
-0.1
148
Normal
-0.1
388
Normal
-0.1
913
Tumor
-0.1
436
Normal
-0.1
852
Normal
-0.1
354
Normal
-0.1
366
Normal
-0.1
368
Normal
-0.1
432
Normal
-0.1
926
Normal
-0.1
268
Normal
-0.1
185
Tumor
-0.1
978
Normal
-0.1
874
Normal
-0.1
422
Normal
-0.1
494
Normal
-0.1
327
Tumor
-0.1
352
Normal
-0.1
211
Tumor
-0.1
1044
Normal
-0.1
424
Normal
-0.1
696
Normal
-0.1
616
Normal
-0.1
727
Tumor
-0.1
917
Tumor
-0.1
915
Tumor
-0.1
553
Tumor
-0.1
1015
Tumor
-0.1
868
Normal
-0.1
477
Tumor
-0.1
261
Tumor
-0.1
862
Normal
-0.1
618
Normal
-0.1
342
Normal
-0.1
192
Normal
-0.1
365
Tumor
-0.1
228
Normal
-0.1
1016
Normal
-0.1
982
Normal
-0.1
262
Normal
-0.1
924
Normal
-0.1
963
Tumor
-0.1
426
Normal
-0.1
314
Normal
-0.1
1042
Normal
-0.1
722
Normal
-0.1
278
Normal
-0.1
617
Tumor
-0.1
367
Tumor
-0.2
386
Normal
-0.2
554
Normal
-0.2
396
Normal
-0.2
918
Normal
-0.2
258
Normal
-0.2
187
Tumor
-0.2
724
Normal
-0.2
528
Normal
-0.2
1041
Tumor
-0.2
283
Tumor
-0.2
451
Tumor
-0.2
272
Normal
-0.2
195
Tumor
-0.2
415
Tumor
-0.2
328
Normal
-0.2
222
Normal
-0.2
416
Normal
-0.2
137
Tumor
-0.2
362
Normal
-0.2
615
Tumor
-0.2
538
Normal
-0.2
364
Normal
-0.2
434
Normal
-0.2
728
Normal
-0.2
428
Normal
-0.2
916
Normal
-0.2
861
Tumor
-0.2
723
Tumor
-0.2
956
Normal
-0.2
171
Tumor
-0.2
914
Normal
-0.2
546
Normal
-0.2
642
Normal
-0.2
125
Tumor
-0.2
212
Normal
-0.2
312
Normal
-0.2
218
Normal
-0.2
213
Tumor
-0.2
191
Tumor
-0.2
223
Tumor
-0.2
395
Tumor
-0.2
567
Tumor
-0.3
911
Tumor
-0.3
777
Tumor
-0.3
214
Normal
-0.3
188
Normal
-0.3
981
Tumor
-0.3
741
Tumor
-0.3
231
Tumor
-0.3
257
Tumor
-0.3
628
Normal
-0.3
311
Tumor
-0.4
697
Tumor
-0.4
713
Tumor
-0.4
1027
Tumor
-0.4
527
Tumor
-0.5
863
Tumor
-0.5
627
Tumor
-0.5
745
Tumor
-0.6
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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
