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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.
RECQL 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
5.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
32.1
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
28.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
22.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
21.4
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
21.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
20.9
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
19.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
16.8
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
16.7
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
16.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
15.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
14.6
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
14.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
13.9
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
13.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
13.5
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
13.4
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
13.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
13.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
13.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
12.7
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
12.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
12.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
12.1
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
12.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
11.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
11.9
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
11.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
11.8
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
11.7
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
11.7
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
11.5
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
11.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
11.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
11.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
11.0
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
11.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
10.9
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
10.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
10.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
10.7
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
10.5
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
10.5
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
10.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
10.0
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
10.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
10.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
9.9
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
9.7
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
9.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
9.5
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
9.4
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
9.4
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
9.3
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
9.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
9.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
9.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
8.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
8.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
8.8
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
8.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
8.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
8.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
8.5
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
8.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
8.5
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
8.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
8.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
8.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
8.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
8.3
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
8.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
8.1
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
8.0
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
8.0
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
8.0
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
8.0
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
8.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
7.9
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
7.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
7.8
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
7.8
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
7.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
7.7
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
7.7
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
7.7
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
7.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
7.7
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
7.6
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
7.6
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
7.6
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
7.5
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
7.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
7.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
7.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
7.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
7.4
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
7.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
7.3
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
7.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
7.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
7.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
7.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
7.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
7.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
7.0
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
6.9
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
6.8
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
6.8
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
6.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
6.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
6.5
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
6.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
6.5
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
6.4
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
6.3
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
6.3
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
6.3
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
6.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
6.1
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
6.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
6.0
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
6.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
6.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
6.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
6.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
5.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
5.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
5.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
5.9
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
5.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
5.8
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
5.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
5.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
5.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
5.7
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
5.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
5.6
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
5.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
5.6
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
5.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
5.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
5.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
5.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
5.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
5.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
5.5
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
5.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
5.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
5.4
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
5.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
5.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
5.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
5.2
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
5.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
5.1
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
5.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
5.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
5.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
5.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
5.0
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
5.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
5.0
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
4.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
4.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
4.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
4.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
4.8
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
4.8
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
4.8
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
4.8
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
4.7
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
4.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
4.6
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
4.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
4.6
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
4.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
4.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
4.4
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
4.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
4.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
4.3
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
4.3
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
4.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
4.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
4.2
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
4.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
4.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
4.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
4.2
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
4.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
4.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
4.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
4.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
4.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
4.0
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
4.0
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
4.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
4.0
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
4.0
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
4.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
3.9
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.9
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
3.9
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
3.9
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
3.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
3.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
3.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
3.8
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
3.7
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
3.7
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
3.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
3.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
3.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
3.6
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
3.6
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
3.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
3.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
3.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
3.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
3.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
3.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
3.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
3.3
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
3.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
3.3
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
3.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
3.2
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
3.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
3.1
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
3.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
3.1
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
3.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
3.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
3.0
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
2.9
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.9
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
2.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
2.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.9
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
2.9
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
2.9
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.8
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
2.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
2.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
2.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.7
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
2.6
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
2.6
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
2.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
2.5
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
2.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
2.5
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
2.5
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
2.5
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
2.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
2.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
2.5
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
2.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
2.5
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
2.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
2.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.4
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
2.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
2.3
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
2.3
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
2.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
2.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
2.3
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
2.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
2.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
2.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
2.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
2.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
2.2
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
2.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
2.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
2.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
2.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
2.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
2.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
2.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
2.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
1.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
1.9
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
1.9
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
1.9
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.8
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
1.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
1.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
1.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.7
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
1.7
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
1.6
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
1.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
1.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.3
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
1.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
1.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
1.2
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
1.1
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
1.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
1.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
1.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
1.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
1.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
1.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.9
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.9
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.8
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.7
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.7
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.6
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.6
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.6
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.6
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.5
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 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-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.3
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 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.
RECQL 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
11.1
Number of samples
231
Samples
Sample
Description
TPM
DO45245
0 years, female, NA, stage:2, dead, 240 days
40.5
DO45173
0 years, male, NA, stage:3, alive, 1170 days
34.6
DO45127
0 years, male, NA, stage:3, dead, 420 days
29.8
DO45205
0 years, female, NA, stage:2, dead, 90 days
26.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
25.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
25.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
23.5
DO45231
0 years, male, NA, stage:2, alive, 930 days
22.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
21.8
DO23509
0 years, male, NA, stage:3, dead, 780 days
21.3
DO45155
0 years, male, NA, stage:2, alive, 2160 days
20.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
20.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
19.9
DO23523
0 years, male, NA, stage:3, alive, 1080 days
19.8
DO45207
0 years, male, NA, stage:1, alive, 1050 days
19.6
DO45239
0 years, male, NA, stage:2, alive, 870 days
19.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
18.5
DO45297
0 years, female, NA, stage:4, dead, 1260 days
17.7
DO23530
0 years, male, NA, stage:4, dead, 180 days
17.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
17.3
DO45157
0 years, male, NA, stage:2, alive, 1980 days
17.2
DO48732
0 years, male, NA, stage:3, alive, 630 days
17.0
DO45203
0 years, female, NA, stage:2, alive, 1170 days
17.0
DO45279
0 years, male, NA, stage:3, alive, 1290 days
16.9
DO45225
0 years, male, NA, stage:1, alive, 1050 days
16.9
DO23537
0 years, male, NA, stage:2, dead, 900 days
16.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
16.7
DO48717
0 years, male, NA, stage:4, dead, 180 days
16.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
16.4
DO23510
0 years, female, NA, stage:2, alive, 870 days
16.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
16.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
16.3
DO23524
0 years, female, NA, stage:2, alive, 1050 days
16.2
DO48681
0 years, male, NA, stage:2, alive, 900 days
16.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
16.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
15.8
DO23547
0 years, male, NA, stage:1, alive, 1020 days
15.8
DO45091
0 years, male, NA, stage:2, dead, 1320 days
15.8
DO45285
0 years, male, NA, stage:3, alive, 480 days
15.6
DO45221
0 years, female, NA, stage:4, dead, 390 days
15.5
DO50791
0 years, female, NA, stage:1, dead, 480 days
15.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
15.4
DO23514
0 years, male, NA, stage:2, alive, 1290 days
15.4
DO45299
0 years, female, NA, stage:1, alive, 1440 days
15.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
15.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
15.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
14.7
DO50815
0 years, male, NA, stage:3, alive, 150 days
14.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
14.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
14.4
DO45115
0 years, male, NA, stage:2, alive, 840 days
14.3
DO50774
0 years, female, NA, stage:2, alive, 720 days
14.3
DO50778
0 years, male, NA, stage:4, alive, 630 days
14.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
14.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
14.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
14.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
14.1
DO45183
0 years, female, NA, stage:2, dead, 570 days
14.1
DO48697
0 years, female, NA, stage:2, dead, 810 days
13.9
DO45283
0 years, male, NA, stage:3, alive, 510 days
13.6
DO45103
0 years, male, NA, stage:3, alive, 450 days
13.6
DO23549
0 years, male, NA, stage:3, alive, 990 days
13.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
13.4
DO23535
0 years, male, NA, stage:1, alive, 960 days
13.2
DO45141
0 years, male, NA, stage:2, alive, 1320 days
13.2
DO50845
0 years, male, NA, stage:3, alive, 210 days
13.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
13.1
DO45251
0 years, female, NA, stage:2, alive, 900 days
12.9
DO45165
0 years, male, NA, stage:2, alive, 690 days
12.9
DO50800
0 years, male, NA, stage:2, alive, 510 days
12.7
DO23515
0 years, male, NA, stage:2, alive, 1230 days
12.7
DO23529
0 years, male, NA, stage:4, alive, 930 days
12.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
12.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
12.3
DO45249
0 years, male, NA, stage:1, alive, 630 days
12.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
12.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
12.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
12.2
DO48712
0 years, male, NA, stage:2, alive, 810 days
12.1
DO45281
0 years, male, NA, stage:4, alive, 750 days
12.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
12.1
DO45187
0 years, female, NA, stage:1, alive, 1260 days
12.1
DO45301
0 years, male, NA, stage:2, dead, 1440 days
12.0
DO45263
0 years, male, NA, stage:3, dead, 270 days
12.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
11.9
DO50787
0 years, male, NA, stage:3, alive, 480 days
11.9
DO50809
0 years, male, NA, stage:3, dead, 720 days
11.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
11.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
11.8
DO50806
0 years, male, NA, stage:4, alive, 540 days
11.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
11.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
11.5
DO45193
0 years, female, NA, stage:4, dead, 120 days
11.4
DO45161
0 years, male, NA, stage:2, dead, 540 days
11.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
11.3
DO48704
0 years, female, NA, stage:3, alive, 750 days
11.2
DO48757
0 years, female, NA, stage:3, alive, 480 days
11.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
11.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
11.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
11.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
11.1
DO45265
0 years, male, NA, stage:3, alive, 1020 days
11.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
11.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
10.9
DO48747
0 years, male, NA, stage:3, alive, 540 days
10.9
DO45111
0 years, male, NA, stage:2, alive, 1590 days
10.8
DO50857
0 years, male, NA, stage:2, alive, 210 days
10.8
DO48730
0 years, female, NA, stage:2, alive, 630 days
10.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
10.7
DO50802
0 years, male, NA, stage:2, alive, 930 days
10.6
DO48743
0 years, female, NA, stage:2, alive, 570 days
10.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
10.6
DO50855
0 years, male, NA, stage:2, alive, 570 days
10.5
DO45243
0 years, female, NA, stage:3, alive, 930 days
10.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
10.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
10.5
DO45257
0 years, male, NA, stage:3, alive, 810 days
10.3
DO23536
0 years, male, NA, stage:2, alive, 930 days
10.2
DO48716
0 years, male, NA, stage:2, alive, 720 days
10.1
DO45273
0 years, male, NA, stage:2, alive, 480 days
10.0
DO23541
0 years, male, NA, stage:2, alive, 930 days
10.0
DO50803
0 years, female, NA, stage:1, alive, 540 days
9.9
DO23512
0 years, male, NA, stage:1, alive, 1260 days
9.9
DO45153
0 years, female, NA, stage:2, alive, 1380 days
9.9
DO45129
0 years, male, NA, stage:3, alive, 1470 days
9.9
DO45267
0 years, male, NA, stage:3, dead, 570 days
9.9
DO45247
0 years, female, NA, stage:2, alive, 210 days
9.9
DO45096
0 years, male, NA, stage:2, dead, 1290 days
9.8
DO45099
0 years, male, NA, stage:3, alive, 1590 days
9.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
9.8
DO50859
0 years, male, NA, stage:2, alive, 180 days
9.7
DO50825
0 years, male, NA, stage:2, alive, 390 days
9.6
DO45169
0 years, male, NA, stage:3, alive, 1350 days
9.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
9.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
9.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
9.3
DO48761
0 years, male, NA, stage:2, alive, 870 days
8.9
DO50793
0 years, male, NA, stage:4, alive, 540 days
8.8
DO48721
0 years, female, NA, stage:1, alive, 900 days
8.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
8.7
DO48719
0 years, male, NA, stage:2, alive, 690 days
8.7
DO23525
0 years, male, NA, stage:4, alive, 1050 days
8.6
DO45255
0 years, male, NA, stage:3, alive, 720 days
8.5
DO23545
0 years, male, NA, stage:2, dead, 570 days
8.5
DO23546
0 years, male, NA, stage:2, alive, 1050 days
8.5
DO23538
0 years, male, NA, stage:2, alive, 450 days
8.5
DO48741
0 years, male, NA, stage:3, alive, 240 days
8.4
DO45163
0 years, male, NA, stage:2, alive, 960 days
8.4
DO45105
0 years, male, NA, stage:1, alive, 1680 days
8.4
DO45181
0 years, female, NA, stage:2, alive, 1200 days
8.4
DO227643
0 years, male, NA, stage:2, alive, 1260 days
8.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
8.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
8.3
DO45171
0 years, male, NA, stage:3, alive, 600 days
8.3
DO45133
0 years, male, NA, stage:3, dead, 660 days
8.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
8.2
DO48736
0 years, female, NA, stage:1, alive, 600 days
8.2
DO23550
0 years, male, NA, stage:1, alive, 990 days
8.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
8.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
7.9
DO23526
0 years, male, NA, stage:3, alive, 1050 days
7.8
DO23539
0 years, male, NA, stage:1, alive, 1110 days
7.8
DO45094
0 years, male, NA, stage:3, alive, 1650 days
7.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
7.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
7.6
DO50813
0 years, male, NA, stage:2, alive, 420 days
7.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
7.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
7.5
DO23518
0 years, male, NA, stage:2, alive, 1320 days
7.4
DO23534
0 years, male, NA, stage:2, alive, 840 days
7.3
DO45095
0 years, male, NA, stage:2, alive, 1620 days
7.3
DO48706
0 years, male, NA, stage:2, alive, 870 days
7.3
DO23533
0 years, male, NA, stage:2, alive, 900 days
7.3
DO48759
0 years, male, NA, stage:3, alive, 720 days
7.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
7.2
DO50799
0 years, female, NA, stage:2, alive, 540 days
7.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
7.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
7.1
DO23513
0 years, male, NA, stage:3, alive, 1200 days
7.1
DO45217
0 years, female, NA, stage:3, dead, 270 days
7.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
7.1
DO45289
0 years, female, NA, stage:3, alive, 360 days
7.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
7.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
6.9
DO50776
0 years, male, NA, stage:1, alive, 690 days
6.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
6.9
DO50814
0 years, male, NA, stage:3, alive, 420 days
6.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
6.9
DO48700
0 years, female, NA, stage:2, alive, 810 days
6.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
6.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
6.8
DO50844
0 years, male, NA, stage:4, alive, 300 days
6.8
DO50805
0 years, male, NA, stage:2, alive, 690 days
6.8
DO50816
0 years, male, NA, stage:2, alive, 390 days
6.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
6.7
DO227801
0 years, female, NA, stage:1, alive, 660 days
6.6
DO48727
0 years, female, NA, stage:2, dead, 390 days
6.5
DO50783
0 years, male, NA, stage:3, alive, 480 days
6.4
DO45195
0 years, male, NA, stage:1, alive, 390 days
6.4
DO23552
0 years, female, NA, stage:1, alive, 810 days
6.2
DO48715
0 years, female, NA, stage:2, dead, 690 days
6.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
6.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
6.2
DO50804
0 years, male, NA, stage:2, alive, 720 days
6.1
DO45107
0 years, female, NA, stage:2, alive, 1710 days
6.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
6.0
DO48693
0 years, male, NA, stage:2, alive, 900 days
5.8
DO45093
0 years, male, NA, stage:2, dead, 720 days
5.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
5.7
DO45101
0 years, male, NA, stage:2, alive, 1680 days
5.7
DO50807
0 years, male, NA, stage:1, alive, 540 days
5.7
DO45167
0 years, male, NA, stage:2, dead, 1440 days
5.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
5.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
5.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
5.3
DO45109
0 years, male, NA, stage:2, alive, 1590 days
5.3
DO45199
0 years, female, NA, stage:2, alive, 1350 days
5.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
4.8
DO23508
0 years, female, NA, stage:2, alive, 390 days
4.5
DO23517
0 years, male, NA, stage:2, alive, 1200 days
4.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
4.0
DO50839
0 years, female, NA, stage:3, alive, 330 days
4.0
DO23544
0 years, male, NA, stage:2, alive, 960 days
3.6
DO45149
0 years, female, NA, stage:2, alive, 1260 days
3.5
DO50785
0 years, male, NA, stage:4, dead, 90 days
3.4
DO23511
0 years, female, NA, stage:3, dead, 180 days
3.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
3.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
3.2
DO50818
0 years, male, NA, stage:2, alive, 510 days
3.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
2.8
DO23532
0 years, female, NA, stage:1, alive, 960 days
2.5
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
647
Tumor
1.1
411
Tumor
0.9
815
Tumor
0.9
665
Tumor
0.9
211
Tumor
0.8
983
Tumor
0.8
311
Tumor
0.8
813
Tumor
0.8
957
Tumor
0.7
383
Tumor
0.7
965
Tumor
0.7
545
Tumor
0.7
685
Tumor
0.7
777
Tumor
0.7
1015
Tumor
0.6
455
Tumor
0.6
724
Normal
0.6
661
Tumor
0.6
141
Tumor
0.6
814
Normal
0.6
355
Tumor
0.6
573
Tumor
0.6
313
Tumor
0.6
331
Tumor
0.6
185
Tumor
0.6
473
Tumor
0.6
943
Tumor
0.5
351
Tumor
0.5
715
Tumor
0.5
375
Tumor
0.5
137
Tumor
0.5
283
Tumor
0.5
1013
Tumor
0.5
923
Tumor
0.5
367
Tumor
0.5
213
Tumor
0.5
1031
Tumor
0.5
341
Tumor
0.5
535
Tumor
0.5
277
Tumor
0.4
357
Tumor
0.4
297
Tumor
0.4
135
Tumor
0.4
567
Tumor
0.4
467
Tumor
0.4
563
Tumor
0.4
465
Tumor
0.4
877
Tumor
0.4
865
Tumor
0.4
421
Tumor
0.4
223
Tumor
0.4
431
Tumor
0.4
112
Tumor
0.4
727
Tumor
0.4
937
Tumor
0.3
741
Tumor
0.3
493
Tumor
0.3
963
Tumor
0.3
537
Tumor
0.3
743
Tumor
0.3
413
Tumor
0.3
513
Tumor
0.3
257
Tumor
0.3
1021
Tumor
0.3
385
Tumor
0.3
695
Tumor
0.3
881
Tumor
0.3
861
Tumor
0.3
883
Tumor
0.3
497
Tumor
0.3
663
Tumor
0.3
463
Tumor
0.3
697
Tumor
0.3
967
Tumor
0.3
817
Tumor
0.3
477
Tumor
0.3
423
Tumor
0.3
523
Tumor
0.3
187
Tumor
0.3
917
Tumor
0.3
387
Tumor
0.3
951
Tumor
0.3
171
Tumor
0.2
873
Tumor
0.2
113
Tumor
0.2
231
Tumor
0.2
1043
Tumor
0.2
425
Tumor
0.2
433
Tumor
0.2
131
Tumor
0.2
451
Tumor
0.2
365
Tumor
0.2
617
Tumor
0.2
261
Tumor
0.2
975
Tumor
0.2
447
Tumor
0.2
515
Tumor
0.2
737
Tumor
0.2
127
Tumor
0.2
851
Tumor
0.2
391
Tumor
0.2
471
Tumor
0.2
461
Tumor
0.2
913
Tumor
0.2
285
Tumor
0.2
434
Normal
0.2
915
Tumor
0.2
443
Tumor
0.2
492
Normal
0.1
444
Normal
0.1
671
Tumor
0.1
863
Tumor
0.1
615
Tumor
0.1
267
Tumor
0.1
525
Tumor
0.1
857
Tumor
0.1
192
Normal
0.1
227
Tumor
0.1
1041
Tumor
0.1
867
Tumor
0.1
953
Tumor
0.1
191
Tumor
0.1
557
Tumor
0.1
527
Tumor
0.1
921
Tumor
0.1
491
Tumor
0.0
981
Tumor
0.0
126
Normal
0.0
911
Tumor
0.0
755
Tumor
0.0
384
Normal
0.0
966
Normal
0.0
571
Tumor
0.0
146
Normal
0.0
785
Tumor
0.0
415
Tumor
0.0
713
Tumor
0.0
195
Tumor
0.0
271
Tumor
0.0
393
Tumor
0.0
478
Normal
0.0
721
Tumor
0.0
536
Normal
0.0
361
Tumor
0.0
147
Tumor
0.0
487
Tumor
0.0
217
Tumor
0.0
823
Tumor
0.0
445
Tumor
0.0
343
Tumor
0.0
268
Normal
0.0
395
Tumor
-0.1
925
Tumor
-0.1
161
Tumor
-0.1
427
Tumor
-0.1
145
Tumor
-0.1
553
Tumor
-0.1
125
Tumor
-0.1
1025
Tumor
-0.1
224
Normal
-0.1
1045
Tumor
-0.1
363
Tumor
-0.1
312
Normal
-0.1
955
Tumor
-0.1
916
Normal
-0.1
538
Normal
-0.1
188
Normal
-0.1
628
Normal
-0.1
362
Normal
-0.1
641
Tumor
-0.1
212
Normal
-0.1
483
Tumor
-0.1
262
Normal
-0.2
686
Normal
-0.2
328
Normal
-0.2
123
Tumor
-0.2
524
Normal
-0.2
745
Tumor
-0.2
884
Normal
-0.2
1027
Tumor
-0.2
386
Normal
-0.2
914
Normal
-0.2
138
Normal
-0.2
278
Normal
-0.2
924
Normal
-0.2
1028
Normal
-0.2
968
Normal
-0.2
852
Normal
-0.2
124
Normal
-0.2
952
Normal
-0.2
344
Normal
-0.2
272
Normal
-0.2
284
Normal
-0.2
533
Tumor
-0.2
221
Tumor
-0.2
142
Normal
-0.2
136
Normal
-0.2
874
Normal
-0.2
976
Normal
-0.2
474
Normal
-0.2
298
Normal
-0.2
954
Normal
-0.2
498
Normal
-0.2
716
Normal
-0.3
558
Normal
-0.3
516
Normal
-0.3
114
Normal
-0.3
517
Tumor
-0.3
353
Tumor
-0.3
878
Normal
-0.3
472
Normal
-0.3
416
Normal
-0.3
364
Normal
-0.3
744
Normal
-0.3
574
Normal
-0.3
958
Normal
-0.3
366
Normal
-0.3
977
Tumor
-0.3
816
Normal
-0.3
412
Normal
-0.3
978
Normal
-0.3
738
Normal
-0.3
956
Normal
-0.3
392
Normal
-0.3
218
Normal
-0.3
481
Tumor
-0.3
778
Normal
-0.3
518
Normal
-0.3
368
Normal
-0.3
376
Normal
-0.3
356
Normal
-0.3
352
Normal
-0.3
314
Normal
-0.3
636
Normal
-0.3
456
Normal
-0.3
824
Normal
-0.3
666
Normal
-0.3
327
Tumor
-0.3
572
Normal
-0.3
627
Tumor
-0.3
672
Normal
-0.3
858
Normal
-0.3
228
Normal
-0.3
332
Normal
-0.3
786
Normal
-0.3
866
Normal
-0.3
214
Normal
-0.3
462
Normal
-0.3
258
Normal
-0.3
1042
Normal
-0.3
448
Normal
-0.4
662
Normal
-0.4
396
Normal
-0.4
1016
Normal
-0.4
468
Normal
-0.4
984
Normal
-0.4
696
Normal
-0.4
616
Normal
-0.4
564
Normal
-0.4
742
Normal
-0.4
882
Normal
-0.4
432
Normal
-0.4
864
Normal
-0.4
446
Normal
-0.4
868
Normal
-0.4
938
Normal
-0.4
128
Normal
-0.4
526
Normal
-0.4
286
Normal
-0.4
922
Normal
-0.4
664
Normal
-0.4
111
Normal
-0.4
642
Normal
-0.4
918
Normal
-0.4
756
Normal
-0.4
1044
Normal
-0.4
482
Normal
-0.4
464
Normal
-0.4
358
Normal
-0.4
514
Normal
-0.4
422
Normal
-0.4
388
Normal
-0.4
428
Normal
-0.4
354
Normal
-0.4
342
Normal
-0.4
466
Normal
-0.4
546
Normal
-0.4
394
Normal
-0.4
818
Normal
-0.4
435
Tumor
-0.4
862
Normal
-0.4
534
Normal
-0.4
728
Normal
-0.4
714
Normal
-0.4
232
Normal
-0.4
1022
Normal
-0.4
132
Normal
-0.5
746
Normal
-0.5
172
Normal
-0.5
982
Normal
-0.5
424
Normal
-0.5
436
Normal
-0.5
648
Normal
-0.5
618
Normal
-0.5
494
Normal
-0.5
554
Normal
-0.5
944
Normal
-0.5
926
Normal
-0.5
196
Normal
-0.5
1014
Normal
-0.5
222
Normal
-0.5
723
Tumor
-0.5
964
Normal
-0.5
568
Normal
-0.5
414
Normal
-0.5
162
Normal
-0.5
488
Normal
-0.5
148
Normal
-0.6
1032
Normal
-0.6
698
Normal
-0.6
426
Normal
-0.6
452
Normal
-0.6
1046
Normal
-0.6
722
Normal
-0.6
1026
Normal
-0.6
186
Normal
-0.6
912
Normal
-0.6
484
Normal
-0.8
528
Normal
-0.8
635
Tumor
-0.9
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
