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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.
RFC5 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
6.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
36.6
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
30.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
30.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
24.1
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
23.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
23.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
23.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
21.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
19.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
18.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
18.5
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
18.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
18.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
18.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
17.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
17.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
17.0
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
16.9
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
16.9
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
16.5
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
15.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
15.4
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
15.4
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
15.0
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
15.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
14.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
13.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
13.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
13.4
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
13.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
12.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
12.3
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
12.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
11.9
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
11.8
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
11.6
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
11.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
11.5
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
11.4
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
11.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
11.1
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
11.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
11.1
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
11.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
10.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
10.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
10.6
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
10.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
10.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
10.2
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
10.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
10.1
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
9.9
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
9.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
9.5
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
9.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
9.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
9.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
9.3
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
9.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
9.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
9.0
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
9.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
9.0
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
9.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
8.8
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
8.8
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
8.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
8.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
8.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
8.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
8.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
8.5
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
8.5
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
8.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
8.4
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
8.4
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
8.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
8.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
8.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
8.2
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
8.1
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
8.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
8.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
7.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
7.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
7.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
7.7
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
7.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
7.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
7.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
7.6
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
7.6
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
7.5
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
7.5
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
7.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
7.5
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
7.5
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
7.4
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
7.4
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
7.4
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
7.3
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
7.3
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
7.3
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
7.3
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
7.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
7.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
7.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
7.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
7.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
7.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
7.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
7.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
7.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
7.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
7.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
7.0
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
7.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
7.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
6.9
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
6.9
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
6.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
6.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
6.8
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
6.8
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
6.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
6.6
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
6.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
6.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
6.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
6.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
6.5
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
6.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
6.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
6.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
6.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
6.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
6.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
6.3
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
6.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
6.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
6.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
6.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
6.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
6.1
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
6.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
6.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
6.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
6.0
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
6.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
6.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
6.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
6.0
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
6.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
5.9
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
5.9
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
5.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
5.7
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
5.7
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
5.7
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
5.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
5.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
5.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
5.6
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
5.6
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
5.6
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
5.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
5.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
5.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
5.4
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
5.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
5.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
5.3
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
5.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
5.3
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
5.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
5.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
5.2
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
5.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
5.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
5.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
5.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
5.1
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
5.1
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
5.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
5.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
5.0
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
5.0
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
4.9
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
4.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
4.9
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
4.9
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
4.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
4.8
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
4.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
4.8
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
4.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
4.7
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
4.7
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.7
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
4.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
4.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
4.5
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
4.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
4.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
4.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.5
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
4.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
4.5
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
4.4
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
4.4
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
4.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
4.4
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
4.3
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
4.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
4.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
4.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
4.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
4.3
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
4.3
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
4.2
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
4.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
4.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
4.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
4.1
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
4.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
4.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
4.1
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
4.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
4.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
4.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
4.1
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
4.0
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
4.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
4.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
4.0
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
3.9
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
3.9
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
3.9
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
3.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
3.9
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
3.9
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
3.9
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
3.8
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
3.8
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.8
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
3.8
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
3.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
3.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
3.7
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
3.7
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
3.7
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
3.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
3.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
3.7
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
3.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
3.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
3.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
3.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
3.6
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.5
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
3.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
3.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
3.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
3.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
3.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
3.4
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
3.4
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.4
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
3.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
3.4
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
3.4
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
3.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
3.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
3.3
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
3.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
3.3
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
3.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
3.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
3.3
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
3.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
3.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
3.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
3.1
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
3.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
3.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
3.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
3.0
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
3.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
3.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
3.0
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
3.0
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
3.0
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
3.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
3.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2.9
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
2.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
2.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
2.9
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
2.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
2.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
2.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
2.7
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
2.6
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
2.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
2.5
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.5
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
2.5
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
2.5
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
2.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
2.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
2.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.4
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
2.4
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
2.3
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
2.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
2.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
2.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.2
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
2.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
2.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.1
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
2.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
2.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
2.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
2.0
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
2.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1.9
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.9
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
1.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
1.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
1.8
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
1.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
1.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
1.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1.6
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
1.5
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
1.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
1.4
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
1.4
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
1.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
1.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
1.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
1.2
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
1.1
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
1.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
1.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.9
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 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.
RFC5 is potential prognostic, high expression is unfavorable 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
7.3
Number of samples
231
Samples
Sample
Description
TPM
DO45275
0 years, male, NA, stage:3, dead, 10 days
35.5
DO23552
0 years, female, NA, stage:1, alive, 810 days
34.0
DO45127
0 years, male, NA, stage:3, dead, 420 days
27.2
DO45237
0 years, male, NA, stage:2, alive, 900 days
21.5
DO23537
0 years, male, NA, stage:2, dead, 900 days
21.1
DO45235
0 years, female, NA, stage:1, alive, 900 days
20.0
DO23509
0 years, male, NA, stage:3, dead, 780 days
19.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
18.8
DO23525
0 years, male, NA, stage:4, alive, 1050 days
16.9
DO50829
0 years, male, NA, stage:3, alive, 570 days
15.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
15.4
DO48720
0 years, female, NA, stage:2, alive, 570 days
15.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
15.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
14.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
14.7
DO23524
0 years, female, NA, stage:2, alive, 1050 days
14.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
13.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
13.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
13.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
13.5
DO48712
0 years, male, NA, stage:2, alive, 810 days
13.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
13.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
12.9
DO45259
0 years, male, NA, stage:3, alive, 330 days
12.7
DO45139
0 years, male, NA, stage:3, alive, 1320 days
12.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
11.9
DO23515
0 years, male, NA, stage:2, alive, 1230 days
11.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
11.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
11.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
11.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
10.8
DO50809
0 years, male, NA, stage:3, dead, 720 days
10.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
10.4
DO45303
0 years, female, NA, stage:3, alive, 990 days
10.4
DO45211
0 years, male, NA, stage:3, alive, 240 days
10.4
DO48746
0 years, male, NA, stage:3, alive, 570 days
10.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
10.1
DO48757
0 years, female, NA, stage:3, alive, 480 days
10.1
DO45173
0 years, male, NA, stage:3, alive, 1170 days
10.0
DO45299
0 years, female, NA, stage:1, alive, 1440 days
9.6
DO50840
0 years, male, NA, stage:2, alive, 330 days
9.5
DO50798
0 years, male, NA, stage:3, dead, 30 days
9.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
9.5
DO45179
0 years, female, NA, stage:2, alive, 600 days
9.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
9.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
9.1
DO50819
0 years, female, NA, stage:2, alive, 510 days
8.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
8.7
DO48761
0 years, male, NA, stage:2, alive, 870 days
8.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
8.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
8.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
8.4
DO50844
0 years, male, NA, stage:4, alive, 300 days
8.4
DO23526
0 years, male, NA, stage:3, alive, 1050 days
8.4
DO45193
0 years, female, NA, stage:4, dead, 120 days
8.3
DO50832
0 years, male, NA, stage:3, alive, 90 days
8.3
DO23513
0 years, male, NA, stage:3, alive, 1200 days
8.3
DO50815
0 years, male, NA, stage:3, alive, 150 days
8.2
DO45249
0 years, male, NA, stage:1, alive, 630 days
8.2
DO45219
0 years, male, NA, stage:2, alive, 1080 days
8.2
DO50811
0 years, male, NA, stage:1, alive, 450 days
8.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
8.1
DO45297
0 years, female, NA, stage:4, dead, 1260 days
8.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
8.0
DO48737
0 years, male, NA, stage:1, alive, 720 days
8.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
8.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
7.9
DO45239
0 years, male, NA, stage:2, alive, 870 days
7.9
DO23539
0 years, male, NA, stage:1, alive, 1110 days
7.9
DO45209
0 years, male, NA, stage:4, alive, 1350 days
7.8
DO48706
0 years, male, NA, stage:2, alive, 870 days
7.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
7.7
DO45277
0 years, male, NA, stage:3, alive, 600 days
7.7
DO45247
0 years, female, NA, stage:2, alive, 210 days
7.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
7.6
DO48697
0 years, female, NA, stage:2, dead, 810 days
7.6
DO45273
0 years, male, NA, stage:2, alive, 480 days
7.5
DO50778
0 years, male, NA, stage:4, alive, 630 days
7.5
DO45187
0 years, female, NA, stage:1, alive, 1260 days
7.5
DO45096
0 years, male, NA, stage:2, dead, 1290 days
7.4
DO48730
0 years, female, NA, stage:2, alive, 630 days
7.4
DO23548
0 years, female, NA, stage:1, alive, 840 days
7.4
DO45115
0 years, male, NA, stage:2, alive, 840 days
7.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
7.3
DO45245
0 years, female, NA, stage:2, dead, 240 days
7.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
7.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
7.3
DO23543
0 years, male, NA, stage:2, alive, 1020 days
7.2
DO45092
0 years, male, NA, stage:4, dead, 1200 days
7.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
7.2
DO48732
0 years, male, NA, stage:3, alive, 630 days
7.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
7.1
DO45221
0 years, female, NA, stage:4, dead, 390 days
7.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
6.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
6.7
DO45301
0 years, male, NA, stage:2, dead, 1440 days
6.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
6.7
DO23527
0 years, male, NA, stage:1, alive, 1050 days
6.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
6.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
6.5
DO45191
0 years, female, NA, stage:2, alive, 1200 days
6.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
6.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
6.5
DO23529
0 years, male, NA, stage:4, alive, 930 days
6.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
6.4
DO45117
0 years, female, NA, stage:2, dead, 1110 days
6.4
DO48682
0 years, female, NA, stage:3, dead, 120 days
6.4
DO45159
0 years, male, NA, stage:3, alive, 1470 days
6.3
DO23512
0 years, male, NA, stage:1, alive, 1260 days
6.3
DO50806
0 years, male, NA, stage:4, alive, 540 days
6.2
DO45121
0 years, male, NA, stage:3, alive, 1530 days
6.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
6.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
6.2
DO45189
0 years, female, NA, stage:2, alive, 1200 days
6.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
6.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
6.1
DO45091
0 years, male, NA, stage:2, dead, 1320 days
6.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
6.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
6.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
6.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
6.0
DO45279
0 years, male, NA, stage:3, alive, 1290 days
6.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
6.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
6.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
6.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
6.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
6.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
5.9
DO45233
0 years, male, NA, stage:3, alive, 900 days
5.9
DO23510
0 years, female, NA, stage:2, alive, 870 days
5.9
DO23528
0 years, female, NA, stage:2, alive, 1020 days
5.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
5.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
5.8
DO50802
0 years, male, NA, stage:2, alive, 930 days
5.7
DO48742
0 years, male, NA, stage:2, alive, 600 days
5.7
DO45241
0 years, male, NA, stage:1, alive, 1080 days
5.7
DO23532
0 years, female, NA, stage:1, alive, 960 days
5.7
DO23550
0 years, male, NA, stage:1, alive, 990 days
5.7
DO23549
0 years, male, NA, stage:3, alive, 990 days
5.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
5.7
DO50783
0 years, male, NA, stage:3, alive, 480 days
5.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
5.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
5.7
DO45149
0 years, female, NA, stage:2, alive, 1260 days
5.6
DO45197
0 years, male, NA, stage:2, alive, 1170 days
5.6
DO45255
0 years, male, NA, stage:3, alive, 720 days
5.6
DO48725
0 years, male, NA, stage:1, alive, 780 days
5.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
5.5
DO50816
0 years, male, NA, stage:2, alive, 390 days
5.5
DO45243
0 years, female, NA, stage:3, alive, 930 days
5.5
DO48736
0 years, female, NA, stage:1, alive, 600 days
5.3
DO45097
0 years, male, NA, stage:3, alive, 1620 days
5.2
DO23536
0 years, male, NA, stage:2, alive, 930 days
5.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
5.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
5.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
5.1
DO227643
0 years, male, NA, stage:2, alive, 1260 days
5.1
DO48716
0 years, male, NA, stage:2, alive, 720 days
5.1
DO23535
0 years, male, NA, stage:1, alive, 960 days
5.0
DO45135
0 years, male, NA, stage:1, alive, 1410 days
5.0
DO23518
0 years, male, NA, stage:2, alive, 1320 days
5.0
DO45095
0 years, male, NA, stage:2, alive, 1620 days
5.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
5.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
4.9
DO23542
0 years, male, NA, stage:3, alive, 960 days
4.9
DO45113
0 years, male, NA, stage:3, alive, 1560 days
4.9
DO45131
0 years, male, NA, stage:4, dead, 360 days
4.9
DO45283
0 years, male, NA, stage:3, alive, 510 days
4.8
DO45107
0 years, female, NA, stage:2, alive, 1710 days
4.8
DO45153
0 years, female, NA, stage:2, alive, 1380 days
4.8
DO23538
0 years, male, NA, stage:2, alive, 450 days
4.8
DO48751
0 years, male, NA, stage:2, dead, 480 days
4.8
DO45177
0 years, female, NA, stage:3, alive, 1260 days
4.8
DO50817
0 years, male, NA, stage:2, alive, 390 days
4.7
DO45267
0 years, male, NA, stage:3, dead, 570 days
4.7
DO45103
0 years, male, NA, stage:3, alive, 450 days
4.6
DO45201
0 years, male, NA, stage:1, alive, 900 days
4.6
DO23541
0 years, male, NA, stage:2, alive, 930 days
4.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
4.5
DO50859
0 years, male, NA, stage:2, alive, 180 days
4.4
DO45171
0 years, male, NA, stage:3, alive, 600 days
4.4
DO48760
0 years, female, NA, stage:2, alive, 690 days
4.4
DO45285
0 years, male, NA, stage:3, alive, 480 days
4.3
DO45181
0 years, female, NA, stage:2, alive, 1200 days
4.3
DO45094
0 years, male, NA, stage:3, alive, 1650 days
4.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
4.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
4.2
DO45133
0 years, male, NA, stage:3, dead, 660 days
4.2
DO45165
0 years, male, NA, stage:2, alive, 690 days
4.2
DO50789
0 years, female, NA, stage:2, alive, 570 days
4.1
DO45223
0 years, male, NA, stage:4, alive, 1020 days
4.1
DO45289
0 years, female, NA, stage:3, alive, 360 days
4.1
DO50813
0 years, male, NA, stage:2, alive, 420 days
4.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
4.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
4.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
4.0
DO48733
0 years, male, NA, stage:2, alive, 600 days
3.9
DO23547
0 years, male, NA, stage:1, alive, 1020 days
3.9
DO48704
0 years, female, NA, stage:3, alive, 750 days
3.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
3.8
DO48727
0 years, female, NA, stage:2, dead, 390 days
3.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
3.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
3.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
3.6
DO50776
0 years, male, NA, stage:1, alive, 690 days
3.6
DO50822
0 years, male, NA, stage:2, alive, 510 days
3.5
DO23523
0 years, male, NA, stage:3, alive, 1080 days
3.5
DO45141
0 years, male, NA, stage:2, alive, 1320 days
3.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
3.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
3.4
DO23511
0 years, female, NA, stage:3, dead, 180 days
3.3
DO45229
0 years, male, NA, stage:1, alive, 990 days
3.3
DO45169
0 years, male, NA, stage:3, alive, 1350 days
3.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
3.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
3.1
DO48693
0 years, male, NA, stage:2, alive, 900 days
3.0
DO50800
0 years, male, NA, stage:2, alive, 510 days
2.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
2.8
DO227801
0 years, female, NA, stage:1, alive, 660 days
2.7
DO45199
0 years, female, NA, stage:2, alive, 1350 days
2.7
DO23544
0 years, male, NA, stage:2, alive, 960 days
2.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
2.6
DO45109
0 years, male, NA, stage:2, alive, 1590 days
2.5
DO48759
0 years, male, NA, stage:3, alive, 720 days
2.5
DO50805
0 years, male, NA, stage:2, alive, 690 days
2.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
2.3
DO23517
0 years, male, NA, stage:2, alive, 1200 days
2.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
2.2
DO50814
0 years, male, NA, stage:3, alive, 420 days
2.2
DO23540
0 years, male, NA, stage:1, alive, 750 days
1.9
DO48674
0 years, male, NA, stage:2, alive, 1260 days
1.7
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
313
Tumor
1.3
277
Tumor
1.1
743
Tumor
1.1
497
Tumor
1.1
865
Tumor
1.0
391
Tumor
1.0
967
Tumor
1.0
411
Tumor
1.0
921
Tumor
0.9
351
Tumor
0.9
463
Tumor
0.8
957
Tumor
0.8
413
Tumor
0.8
467
Tumor
0.7
571
Tumor
0.7
923
Tumor
0.7
161
Tumor
0.7
943
Tumor
0.7
695
Tumor
0.7
355
Tumor
0.7
663
Tumor
0.6
965
Tumor
0.6
343
Tumor
0.6
357
Tumor
0.6
877
Tumor
0.6
1013
Tumor
0.6
661
Tumor
0.6
951
Tumor
0.5
427
Tumor
0.5
983
Tumor
0.5
671
Tumor
0.5
285
Tumor
0.5
953
Tumor
0.5
813
Tumor
0.5
375
Tumor
0.4
443
Tumor
0.4
465
Tumor
0.4
385
Tumor
0.4
367
Tumor
0.4
331
Tumor
0.4
487
Tumor
0.4
445
Tumor
0.4
112
Tumor
0.4
523
Tumor
0.4
425
Tumor
0.4
535
Tumor
0.4
135
Tumor
0.4
387
Tumor
0.4
125
Tumor
0.4
297
Tumor
0.3
431
Tumor
0.3
341
Tumor
0.3
131
Tumor
0.3
647
Tumor
0.3
1031
Tumor
0.3
213
Tumor
0.3
814
Normal
0.3
393
Tumor
0.3
545
Tumor
0.3
665
Tumor
0.3
271
Tumor
0.3
1021
Tumor
0.3
737
Tumor
0.3
937
Tumor
0.3
141
Tumor
0.3
727
Tumor
0.2
815
Tumor
0.2
433
Tumor
0.2
361
Tumor
0.2
363
Tumor
0.2
211
Tumor
0.2
123
Tumor
0.2
267
Tumor
0.2
358
Normal
0.2
493
Tumor
0.2
227
Tumor
0.2
231
Tumor
0.2
477
Tumor
0.2
491
Tumor
0.2
383
Tumor
0.2
567
Tumor
0.2
563
Tumor
0.2
641
Tumor
0.2
423
Tumor
0.2
573
Tumor
0.1
517
Tumor
0.1
435
Tumor
0.1
127
Tumor
0.1
925
Tumor
0.1
1025
Tumor
0.1
537
Tumor
0.1
1043
Tumor
0.1
171
Tumor
0.1
724
Normal
0.1
527
Tumor
0.1
395
Tumor
0.1
354
Normal
0.1
1027
Tumor
0.1
221
Tumor
0.1
283
Tumor
0.1
257
Tumor
0.1
635
Tumor
0.1
817
Tumor
0.1
713
Tumor
0.1
471
Tumor
0.0
187
Tumor
0.0
745
Tumor
0.0
455
Tumor
0.0
185
Tumor
0.0
344
Normal
0.0
342
Normal
0.0
145
Tumor
0.0
977
Tumor
0.0
384
Normal
0.0
366
Normal
0.0
975
Tumor
0.0
873
Tumor
0.0
421
Tumor
0.0
823
Tumor
0.0
447
Tumor
0.0
147
Tumor
-0.1
883
Tumor
-0.1
617
Tumor
-0.1
473
Tumor
-0.1
432
Normal
-0.1
533
Tumor
-0.1
376
Normal
-0.1
715
Tumor
-0.1
446
Normal
-0.1
976
Normal
-0.1
755
Tumor
-0.1
483
Tumor
-0.1
451
Tumor
-0.1
365
Tumor
-0.1
191
Tumor
-0.1
741
Tumor
-0.1
362
Normal
-0.1
744
Normal
-0.1
434
Normal
-0.1
964
Normal
-0.1
553
Tumor
-0.1
627
Tumor
-0.1
353
Tumor
-0.1
138
Normal
-0.1
352
Normal
-0.1
966
Normal
-0.1
444
Normal
-0.1
1045
Tumor
-0.1
132
Normal
-0.1
162
Normal
-0.1
311
Tumor
-0.1
963
Tumor
-0.2
648
Normal
-0.2
428
Normal
-0.2
881
Tumor
-0.2
217
Tumor
-0.2
223
Tumor
-0.2
368
Normal
-0.2
642
Normal
-0.2
261
Tumor
-0.2
662
Normal
-0.2
364
Normal
-0.2
618
Normal
-0.2
1041
Tumor
-0.2
468
Normal
-0.2
636
Normal
-0.2
426
Normal
-0.2
697
Tumor
-0.2
424
Normal
-0.2
534
Normal
-0.2
861
Tumor
-0.2
738
Normal
-0.2
568
Normal
-0.2
574
Normal
-0.2
564
Normal
-0.2
414
Normal
-0.2
136
Normal
-0.2
146
Normal
-0.2
416
Normal
-0.2
436
Normal
-0.2
137
Tumor
-0.2
464
Normal
-0.2
272
Normal
-0.2
664
Normal
-0.2
422
Normal
-0.2
195
Tumor
-0.2
232
Normal
-0.2
777
Tumor
-0.2
258
Normal
-0.2
262
Normal
-0.2
666
Normal
-0.2
328
Normal
-0.2
356
Normal
-0.2
188
Normal
-0.2
312
Normal
-0.2
615
Tumor
-0.2
481
Tumor
-0.3
278
Normal
-0.3
452
Normal
-0.3
513
Tumor
-0.3
546
Normal
-0.3
863
Tumor
-0.3
492
Normal
-0.3
332
Normal
-0.3
498
Normal
-0.3
488
Normal
-0.3
722
Normal
-0.3
186
Normal
-0.3
572
Normal
-0.3
958
Normal
-0.3
557
Tumor
-0.3
685
Tumor
-0.3
268
Normal
-0.3
672
Normal
-0.3
916
Normal
-0.3
113
Tumor
-0.3
851
Tumor
-0.3
124
Normal
-0.3
172
Normal
-0.3
456
Normal
-0.3
926
Normal
-0.3
918
Normal
-0.3
314
Normal
-0.3
114
Normal
-0.3
415
Tumor
-0.3
298
Normal
-0.3
461
Tumor
-0.3
192
Normal
-0.3
412
Normal
-0.3
466
Normal
-0.3
628
Normal
-0.3
714
Normal
-0.3
742
Normal
-0.3
978
Normal
-0.3
525
Tumor
-0.3
558
Normal
-0.3
1016
Normal
-0.3
867
Tumor
-0.3
728
Normal
-0.3
914
Normal
-0.3
478
Normal
-0.3
915
Tumor
-0.3
286
Normal
-0.3
327
Tumor
-0.4
818
Normal
-0.4
386
Normal
-0.4
756
Normal
-0.4
388
Normal
-0.4
924
Normal
-0.4
922
Normal
-0.4
981
Tumor
-0.4
142
Normal
-0.4
394
Normal
-0.4
917
Tumor
-0.4
944
Normal
-0.4
968
Normal
-0.4
472
Normal
-0.4
482
Normal
-0.4
778
Normal
-0.4
952
Normal
-0.4
448
Normal
-0.4
126
Normal
-0.4
698
Normal
-0.4
528
Normal
-0.4
148
Normal
-0.4
984
Normal
-0.4
686
Normal
-0.4
224
Normal
-0.4
474
Normal
-0.4
746
Normal
-0.4
913
Tumor
-0.4
938
Normal
-0.4
484
Normal
-0.4
462
Normal
-0.4
228
Normal
-0.4
857
Tumor
-0.4
1032
Normal
-0.4
723
Tumor
-0.4
196
Normal
-0.4
128
Normal
-0.4
554
Normal
-0.5
1015
Tumor
-0.5
284
Normal
-0.5
956
Normal
-0.5
1026
Normal
-0.5
786
Normal
-0.5
396
Normal
-0.5
911
Tumor
-0.5
816
Normal
-0.5
954
Normal
-0.5
868
Normal
-0.5
982
Normal
-0.5
111
Normal
-0.5
214
Normal
-0.5
1028
Normal
-0.5
955
Tumor
-0.5
494
Normal
-0.5
1044
Normal
-0.5
824
Normal
-0.5
1014
Normal
-0.5
721
Tumor
-0.5
392
Normal
-0.5
526
Normal
-0.5
912
Normal
-0.5
212
Normal
-0.5
1042
Normal
-0.5
218
Normal
-0.5
878
Normal
-0.5
536
Normal
-0.5
538
Normal
-0.5
616
Normal
-0.5
1022
Normal
-0.5
515
Tumor
-0.6
716
Normal
-0.6
884
Normal
-0.6
516
Normal
-0.6
696
Normal
-0.6
858
Normal
-0.6
785
Tumor
-0.6
222
Normal
-0.6
882
Normal
-0.6
1046
Normal
-0.6
852
Normal
-0.6
862
Normal
-0.6
514
Normal
-0.6
524
Normal
-0.6
874
Normal
-0.6
864
Normal
-0.6
518
Normal
-0.6
866
Normal
-0.7
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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
