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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.
NCDN is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
39.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
29.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
29.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
26.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
24.3
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
21.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
20.4
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
20.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
19.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
17.4
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
16.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
16.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
16.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
16.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
15.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
15.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
15.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
13.5
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
13.4
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
13.3
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
13.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
12.9
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
12.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
12.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
11.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
10.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
10.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
10.2
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
10.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
10.0
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
9.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
9.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
9.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
8.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
8.7
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
8.6
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
8.5
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
8.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
8.3
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
8.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
8.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
8.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
8.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
7.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
7.8
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
7.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
7.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
7.7
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
7.7
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
7.7
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
7.6
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
7.5
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
7.5
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
7.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
7.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
7.3
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
7.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
7.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
7.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
6.9
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
6.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
6.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
6.8
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
6.7
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
6.7
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
6.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
6.7
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
6.6
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
6.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
6.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
6.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
6.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
6.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
6.2
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
6.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
6.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
6.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
5.9
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
5.9
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
5.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
5.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
5.8
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
5.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
5.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
5.8
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
5.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
5.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
5.7
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
5.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
5.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
5.5
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
5.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
5.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
5.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
5.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
5.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
5.3
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
5.3
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
5.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
5.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
5.2
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
5.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
5.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
5.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
5.2
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
5.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
5.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
5.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
5.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
5.1
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
5.0
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
4.9
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
4.9
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
4.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
4.8
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
4.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
4.8
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
4.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
4.7
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
4.7
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
4.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
4.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
4.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
4.6
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
4.5
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
4.5
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
4.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
4.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
4.4
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
4.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
4.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
4.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
4.4
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
4.3
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
4.3
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
4.3
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
4.3
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
4.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
4.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
4.3
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
4.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
4.2
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
4.2
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
4.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
4.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
4.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
4.2
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
4.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
4.2
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
4.2
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
4.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
4.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
4.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
4.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
4.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
4.1
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
4.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
4.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
4.1
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
4.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
4.0
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
4.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
4.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
3.9
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
3.9
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
3.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
3.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
3.8
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
3.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
3.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
3.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
3.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
3.8
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
3.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
3.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
3.7
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
3.7
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
3.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
3.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
3.7
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
3.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
3.7
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
3.7
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
3.6
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
3.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
3.6
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
3.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
3.5
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
3.5
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
3.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
3.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
3.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
3.5
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
3.4
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
3.4
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
3.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
3.4
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
3.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
3.4
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
3.4
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
3.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
3.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
3.4
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
3.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
3.3
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
3.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
3.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
3.3
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
3.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
3.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
3.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.3
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
3.3
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
3.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
3.2
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.2
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
3.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
3.2
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
3.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
3.2
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
3.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
3.2
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
3.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
3.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
3.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
3.1
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
3.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
3.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
3.1
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
3.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
3.1
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
3.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
3.1
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
3.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
3.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
3.0
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
3.0
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
3.0
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
3.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
2.9
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.9
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.9
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
2.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.9
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
2.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
2.8
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
2.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
2.8
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
2.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
2.7
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
2.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
2.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
2.7
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
2.7
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
2.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
2.7
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
2.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
2.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
2.6
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
2.6
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
2.6
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.6
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
2.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
2.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
2.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
2.5
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
2.5
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
2.5
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
2.5
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.5
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
2.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
2.5
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
2.5
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
2.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.5
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
2.5
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
2.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
2.4
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
2.4
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
2.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
2.4
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
2.4
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
2.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
2.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
2.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
2.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
2.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.3
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
2.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
2.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
2.3
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
2.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
2.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
2.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
2.2
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
2.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
2.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
2.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
2.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
2.1
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
2.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
2.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
2.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
2.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
2.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
2.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
2.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
2.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
2.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
2.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
2.0
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
2.0
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
2.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
1.9
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
1.9
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.9
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
1.9
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
1.8
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.8
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.8
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.8
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
1.7
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
1.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
1.7
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
1.6
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.6
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
1.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.6
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
1.6
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
1.6
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
1.5
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
1.5
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
1.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
1.5
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
1.4
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
1.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
1.2
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
1.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
1.1
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 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-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.8
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 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.
NCDN 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
4.5
Number of samples
231
Samples
Sample
Description
TPM
DO45297
0 years, female, NA, stage:4, dead, 1260 days
19.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
18.7
DO45303
0 years, female, NA, stage:3, alive, 990 days
18.0
DO45301
0 years, male, NA, stage:2, dead, 1440 days
12.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
12.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
12.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
12.1
DO23526
0 years, male, NA, stage:3, alive, 1050 days
11.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
10.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
10.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
10.0
DO23508
0 years, female, NA, stage:2, alive, 390 days
10.0
DO45189
0 years, female, NA, stage:2, alive, 1200 days
9.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
9.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
8.8
DO48732
0 years, male, NA, stage:3, alive, 630 days
8.6
DO45249
0 years, male, NA, stage:1, alive, 630 days
8.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
8.4
DO45155
0 years, male, NA, stage:2, alive, 2160 days
8.4
DO45283
0 years, male, NA, stage:3, alive, 510 days
8.4
DO45259
0 years, male, NA, stage:3, alive, 330 days
8.1
DO45139
0 years, male, NA, stage:3, alive, 1320 days
8.1
DO45267
0 years, male, NA, stage:3, dead, 570 days
8.0
DO45269
0 years, male, NA, stage:3, alive, 750 days
8.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
7.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
7.6
DO45299
0 years, female, NA, stage:1, alive, 1440 days
7.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
7.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
7.3
DO45275
0 years, male, NA, stage:3, dead, 10 days
7.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
7.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
7.0
DO45289
0 years, female, NA, stage:3, alive, 360 days
7.0
DO45305
0 years, male, NA, stage:4, alive, 300 days
7.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
6.9
DO23511
0 years, female, NA, stage:3, dead, 180 days
6.9
DO45251
0 years, female, NA, stage:2, alive, 900 days
6.8
DO45307
0 years, female, NA, stage:4, dead, 240 days
6.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
6.8
DO45205
0 years, female, NA, stage:2, dead, 90 days
6.8
DO45105
0 years, male, NA, stage:1, alive, 1680 days
6.6
DO23549
0 years, male, NA, stage:3, alive, 990 days
6.6
DO48720
0 years, female, NA, stage:2, alive, 570 days
6.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
6.5
DO50815
0 years, male, NA, stage:3, alive, 150 days
6.4
DO45231
0 years, male, NA, stage:2, alive, 930 days
6.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
6.3
DO45211
0 years, male, NA, stage:3, alive, 240 days
6.3
DO45217
0 years, female, NA, stage:3, dead, 270 days
6.2
DO45157
0 years, male, NA, stage:2, alive, 1980 days
6.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
6.1
DO45287
0 years, male, NA, stage:1, alive, 390 days
6.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
6.0
DO23547
0 years, male, NA, stage:1, alive, 1020 days
5.8
DO23510
0 years, female, NA, stage:2, alive, 870 days
5.8
DO50844
0 years, male, NA, stage:4, alive, 300 days
5.7
DO23513
0 years, male, NA, stage:3, alive, 1200 days
5.7
DO50819
0 years, female, NA, stage:2, alive, 510 days
5.7
DO48747
0 years, male, NA, stage:3, alive, 540 days
5.6
DO45277
0 years, male, NA, stage:3, alive, 600 days
5.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
5.5
DO48704
0 years, female, NA, stage:3, alive, 750 days
5.5
DO48743
0 years, female, NA, stage:2, alive, 570 days
5.5
DO45265
0 years, male, NA, stage:3, alive, 1020 days
5.4
DO23533
0 years, male, NA, stage:2, alive, 900 days
5.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
5.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
5.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
5.2
DO48737
0 years, male, NA, stage:1, alive, 720 days
5.1
DO23521
0 years, male, NA, stage:3, alive, 1110 days
5.0
DO23532
0 years, female, NA, stage:1, alive, 960 days
5.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
4.8
DO45115
0 years, male, NA, stage:2, alive, 840 days
4.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
4.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
4.7
DO45223
0 years, male, NA, stage:4, alive, 1020 days
4.7
DO48712
0 years, male, NA, stage:2, alive, 810 days
4.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
4.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
4.6
DO45123
0 years, female, NA, stage:2, dead, 570 days
4.6
DO23529
0 years, male, NA, stage:4, alive, 930 days
4.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
4.5
DO23535
0 years, male, NA, stage:1, alive, 960 days
4.5
DO48682
0 years, female, NA, stage:3, dead, 120 days
4.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
4.4
DO45092
0 years, male, NA, stage:4, dead, 1200 days
4.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
4.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
4.4
DO45263
0 years, male, NA, stage:3, dead, 270 days
4.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
4.4
DO45095
0 years, male, NA, stage:2, alive, 1620 days
4.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
4.3
DO50806
0 years, male, NA, stage:4, alive, 540 days
4.3
DO45193
0 years, female, NA, stage:4, dead, 120 days
4.3
DO50802
0 years, male, NA, stage:2, alive, 930 days
4.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
4.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
4.2
DO45169
0 years, male, NA, stage:3, alive, 1350 days
4.1
DO48719
0 years, male, NA, stage:2, alive, 690 days
4.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
4.1
DO45237
0 years, male, NA, stage:2, alive, 900 days
4.1
DO23512
0 years, male, NA, stage:1, alive, 1260 days
4.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
4.0
DO45165
0 years, male, NA, stage:2, alive, 690 days
4.0
DO50809
0 years, male, NA, stage:3, dead, 720 days
4.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
4.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
4.0
DO45173
0 years, male, NA, stage:3, alive, 1170 days
4.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
4.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
4.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
3.9
DO45135
0 years, male, NA, stage:1, alive, 1410 days
3.9
DO45233
0 years, male, NA, stage:3, alive, 900 days
3.9
DO45175
0 years, male, NA, stage:2, alive, 1140 days
3.9
DO45143
0 years, male, NA, stage:3, alive, 1290 days
3.9
DO23525
0 years, male, NA, stage:4, alive, 1050 days
3.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
3.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
3.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
3.8
DO50832
0 years, male, NA, stage:3, alive, 90 days
3.8
DO45243
0 years, female, NA, stage:3, alive, 930 days
3.8
DO45213
0 years, male, NA, stage:1, alive, 1200 days
3.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
3.8
DO45163
0 years, male, NA, stage:2, alive, 960 days
3.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
3.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
3.7
DO45235
0 years, female, NA, stage:1, alive, 900 days
3.6
DO50840
0 years, male, NA, stage:2, alive, 330 days
3.6
DO45179
0 years, female, NA, stage:2, alive, 600 days
3.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
3.5
DO48757
0 years, female, NA, stage:3, alive, 480 days
3.5
DO45191
0 years, female, NA, stage:2, alive, 1200 days
3.5
DO50822
0 years, male, NA, stage:2, alive, 510 days
3.5
DO48681
0 years, male, NA, stage:2, alive, 900 days
3.4
DO23514
0 years, male, NA, stage:2, alive, 1290 days
3.4
DO23536
0 years, male, NA, stage:2, alive, 930 days
3.4
DO48727
0 years, female, NA, stage:2, dead, 390 days
3.4
DO45161
0 years, male, NA, stage:2, dead, 540 days
3.4
DO48751
0 years, male, NA, stage:2, dead, 480 days
3.4
DO45107
0 years, female, NA, stage:2, alive, 1710 days
3.4
DO23548
0 years, female, NA, stage:1, alive, 840 days
3.3
DO48695
0 years, male, NA, stage:2, alive, 720 days
3.3
DO45203
0 years, female, NA, stage:2, alive, 1170 days
3.2
DO23509
0 years, male, NA, stage:3, dead, 780 days
3.2
DO48679
0 years, male, NA, stage:2, alive, 1200 days
3.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
3.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
3.2
DO23539
0 years, male, NA, stage:1, alive, 1110 days
3.2
DO45207
0 years, male, NA, stage:1, alive, 1050 days
3.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
3.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
3.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
3.1
DO48693
0 years, male, NA, stage:2, alive, 900 days
3.1
DO50776
0 years, male, NA, stage:1, alive, 690 days
3.1
DO23534
0 years, male, NA, stage:2, alive, 840 days
3.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
3.1
DO45229
0 years, male, NA, stage:1, alive, 990 days
3.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
3.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
3.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
3.0
DO45257
0 years, male, NA, stage:3, alive, 810 days
3.0
DO50803
0 years, female, NA, stage:1, alive, 540 days
3.0
DO23544
0 years, male, NA, stage:2, alive, 960 days
3.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
3.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
3.0
DO48733
0 years, male, NA, stage:2, alive, 600 days
3.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
3.0
DO45181
0 years, female, NA, stage:2, alive, 1200 days
2.9
DO48761
0 years, male, NA, stage:2, alive, 870 days
2.9
DO50774
0 years, female, NA, stage:2, alive, 720 days
2.9
DO48715
0 years, female, NA, stage:2, dead, 690 days
2.9
DO45253
0 years, male, NA, stage:2, alive, 870 days
2.9
DO45117
0 years, female, NA, stage:2, dead, 1110 days
2.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
2.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
2.7
DO45221
0 years, female, NA, stage:4, dead, 390 days
2.7
DO48759
0 years, male, NA, stage:3, alive, 720 days
2.7
DO50804
0 years, male, NA, stage:2, alive, 720 days
2.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
2.7
DO45109
0 years, male, NA, stage:2, alive, 1590 days
2.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
2.6
DO50793
0 years, male, NA, stage:4, alive, 540 days
2.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
2.5
DO45094
0 years, male, NA, stage:3, alive, 1650 days
2.5
DO48725
0 years, male, NA, stage:1, alive, 780 days
2.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
2.4
DO48706
0 years, male, NA, stage:2, alive, 870 days
2.4
DO48742
0 years, male, NA, stage:2, alive, 600 days
2.4
DO45187
0 years, female, NA, stage:1, alive, 1260 days
2.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
2.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
2.3
DO45183
0 years, female, NA, stage:2, dead, 570 days
2.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
2.2
DO23518
0 years, male, NA, stage:2, alive, 1320 days
2.2
DO50839
0 years, female, NA, stage:3, alive, 330 days
2.1
DO45239
0 years, male, NA, stage:2, alive, 870 days
2.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
2.1
DO48677
0 years, male, NA, stage:3, alive, 1140 days
2.1
DO45096
0 years, male, NA, stage:2, dead, 1290 days
2.1
DO48672
0 years, male, NA, stage:2, alive, 450 days
2.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
2.0
DO50798
0 years, male, NA, stage:3, dead, 30 days
2.0
DO45255
0 years, male, NA, stage:3, alive, 720 days
2.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
2.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
2.0
DO45129
0 years, male, NA, stage:3, alive, 1470 days
2.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
2.0
DO50789
0 years, female, NA, stage:2, alive, 570 days
1.9
DO45261
0 years, male, NA, stage:3, alive, 990 days
1.8
DO50808
0 years, male, NA, stage:2, alive, 570 days
1.8
DO45195
0 years, male, NA, stage:1, alive, 390 days
1.8
DO45111
0 years, male, NA, stage:2, alive, 1590 days
1.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
1.7
DO45247
0 years, female, NA, stage:2, alive, 210 days
1.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
1.7
DO50857
0 years, male, NA, stage:2, alive, 210 days
1.6
DO45119
0 years, male, NA, stage:3, dead, 510 days
1.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
1.5
DO23531
0 years, female, NA, stage:3, alive, 900 days
1.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
1.5
DO23538
0 years, male, NA, stage:2, alive, 450 days
1.5
DO48721
0 years, female, NA, stage:1, alive, 900 days
1.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
1.4
DO45227
0 years, female, NA, stage:2, alive, 1020 days
1.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
1.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
1.4
DO50783
0 years, male, NA, stage:3, alive, 480 days
1.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
1.3
DO50817
0 years, male, NA, stage:2, alive, 390 days
1.3
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1.2
DO23517
0 years, male, NA, stage:2, alive, 1200 days
1.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
283
Tumor
1.2
943
Tumor
1.2
211
Tumor
0.9
375
Tumor
0.9
311
Tumor
0.7
1027
Tumor
0.7
965
Tumor
0.6
545
Tumor
0.6
343
Tumor
0.6
814
Normal
0.6
395
Tumor
0.6
865
Tumor
0.6
491
Tumor
0.5
743
Tumor
0.5
851
Tumor
0.5
537
Tumor
0.5
473
Tumor
0.5
385
Tumor
0.5
661
Tumor
0.5
737
Tumor
0.5
455
Tumor
0.5
724
Normal
0.5
467
Tumor
0.5
297
Tumor
0.5
313
Tumor
0.5
745
Tumor
0.4
957
Tumor
0.4
697
Tumor
0.4
277
Tumor
0.4
444
Normal
0.4
192
Normal
0.4
536
Normal
0.4
332
Normal
0.4
365
Tumor
0.4
663
Tumor
0.4
185
Tumor
0.4
145
Tumor
0.4
331
Tumor
0.4
393
Tumor
0.3
383
Tumor
0.3
278
Normal
0.3
391
Tumor
0.3
463
Tumor
0.3
314
Normal
0.3
367
Tumor
0.3
727
Tumor
0.3
571
Tumor
0.3
713
Tumor
0.3
813
Tumor
0.3
573
Tumor
0.3
492
Normal
0.3
213
Tumor
0.3
525
Tumor
0.3
351
Tumor
0.3
223
Tumor
0.3
478
Normal
0.3
524
Normal
0.3
513
Tumor
0.3
396
Normal
0.3
392
Normal
0.3
123
Tumor
0.3
617
Tumor
0.3
388
Normal
0.3
217
Tumor
0.3
498
Normal
0.3
447
Tumor
0.2
298
Normal
0.2
257
Tumor
0.2
497
Tumor
0.2
421
Tumor
0.2
461
Tumor
0.2
312
Normal
0.2
214
Normal
0.2
195
Tumor
0.2
384
Normal
0.2
128
Normal
0.2
434
Normal
0.2
188
Normal
0.2
368
Normal
0.2
917
Tumor
0.2
647
Tumor
0.2
386
Normal
0.2
147
Tumor
0.2
427
Tumor
0.2
268
Normal
0.2
394
Normal
0.2
413
Tumor
0.2
387
Tumor
0.2
823
Tumor
0.2
881
Tumor
0.2
366
Normal
0.2
672
Normal
0.2
616
Normal
0.2
126
Normal
0.2
355
Tumor
0.2
161
Tumor
0.2
361
Tumor
0.2
535
Tumor
0.2
113
Tumor
0.2
146
Normal
0.1
567
Tumor
0.1
196
Normal
0.1
627
Tumor
0.1
224
Normal
0.1
415
Tumor
0.1
353
Tumor
0.1
364
Normal
0.1
956
Normal
0.1
468
Normal
0.1
191
Tumor
0.1
526
Normal
0.1
428
Normal
0.1
968
Normal
0.1
354
Normal
0.1
362
Normal
0.1
411
Tumor
0.1
563
Tumor
0.1
341
Tumor
0.1
516
Normal
0.1
327
Tumor
0.1
424
Normal
0.1
344
Normal
0.1
425
Tumor
0.1
641
Tumor
0.1
464
Normal
0.1
218
Normal
0.1
514
Normal
0.1
136
Normal
0.1
628
Normal
0.1
222
Normal
0.1
671
Tumor
0.1
857
Tumor
0.1
125
Tumor
0.1
815
Tumor
0.1
574
Normal
0.1
861
Tumor
0.1
451
Tumor
0.1
412
Normal
0.1
666
Normal
0.1
852
Normal
0.1
456
Normal
0.1
212
Normal
0.1
877
Tumor
0.1
884
Normal
0.1
186
Normal
0.1
135
Tumor
0.1
862
Normal
0.0
557
Tumor
0.0
221
Tumor
0.0
286
Normal
0.0
958
Normal
0.0
913
Tumor
0.0
976
Normal
0.0
1042
Normal
0.0
698
Normal
0.0
416
Normal
0.0
816
Normal
0.0
515
Tumor
0.0
493
Tumor
0.0
137
Tumor
0.0
558
Normal
0.0
518
Normal
0.0
944
Normal
0.0
817
Tumor
0.0
227
Tumor
0.0
472
Normal
0.0
426
Normal
0.0
1016
Normal
0.0
912
Normal
0.0
284
Normal
0.0
554
Normal
0.0
963
Tumor
0.0
642
Normal
0.0
141
Tumor
0.0
352
Normal
0.0
172
Normal
0.0
716
Normal
0.0
975
Tumor
0.0
882
Normal
0.0
267
Tumor
0.0
112
Tumor
0.0
138
Normal
0.0
665
Tumor
0.0
964
Normal
0.0
148
Normal
0.0
982
Normal
0.0
114
Normal
0.0
527
Tumor
0.0
528
Normal
0.0
883
Tumor
0.0
1032
Normal
0.0
923
Tumor
0.0
572
Normal
0.0
342
Normal
0.0
721
Tumor
0.0
228
Normal
0.0
433
Tumor
0.0
488
Normal
0.0
744
Normal
0.0
171
Tumor
0.0
863
Tumor
0.0
484
Normal
0.0
422
Normal
0.0
471
Tumor
0.0
685
Tumor
0.0
1046
Normal
0.0
1026
Normal
0.0
696
Normal
0.0
1022
Normal
0.0
874
Normal
0.0
966
Normal
0.0
162
Normal
0.0
111
Normal
0.0
448
Normal
-0.1
423
Tumor
-0.1
858
Normal
-0.1
483
Tumor
-0.1
127
Tumor
-0.1
915
Tumor
-0.1
914
Normal
-0.1
924
Normal
-0.1
568
Normal
-0.1
564
Normal
-0.1
978
Normal
-0.1
363
Tumor
-0.1
722
Normal
-0.1
187
Tumor
-0.1
452
Normal
-0.1
952
Normal
-0.1
462
Normal
-0.1
131
Tumor
-0.1
124
Normal
-0.1
636
Normal
-0.1
446
Normal
-0.1
1015
Tumor
-0.1
1041
Tumor
-0.1
615
Tumor
-0.1
356
Normal
-0.1
864
Normal
-0.1
686
Normal
-0.1
664
Normal
-0.1
955
Tumor
-0.1
648
Normal
-0.1
474
Normal
-0.1
262
Normal
-0.1
818
Normal
-0.1
376
Normal
-0.1
662
Normal
-0.1
618
Normal
-0.1
258
Normal
-0.1
132
Normal
-0.1
358
Normal
-0.1
1021
Tumor
-0.1
777
Tumor
-0.1
953
Tumor
-0.1
436
Normal
-0.1
466
Normal
-0.1
984
Normal
-0.1
534
Normal
-0.1
357
Tumor
-0.1
778
Normal
-0.1
232
Normal
-0.1
824
Normal
-0.1
878
Normal
-0.1
538
Normal
-0.1
482
Normal
-0.1
1028
Normal
-0.1
261
Tumor
-0.1
1013
Tumor
-0.1
868
Normal
-0.1
937
Tumor
-0.1
414
Normal
-0.1
1044
Normal
-0.1
922
Normal
-0.1
1014
Normal
-0.1
983
Tumor
-0.1
1043
Tumor
-0.1
546
Normal
-0.2
714
Normal
-0.2
916
Normal
-0.2
1045
Tumor
-0.2
738
Normal
-0.2
142
Normal
-0.2
728
Normal
-0.2
494
Normal
-0.2
635
Tumor
-0.2
445
Tumor
-0.2
517
Tumor
-0.2
432
Normal
-0.2
431
Tumor
-0.2
925
Tumor
-0.2
742
Normal
-0.2
443
Tumor
-0.2
272
Normal
-0.2
285
Tumor
-0.2
866
Normal
-0.2
785
Tumor
-0.2
328
Normal
-0.2
481
Tumor
-0.2
951
Tumor
-0.2
715
Tumor
-0.2
954
Normal
-0.2
746
Normal
-0.2
918
Normal
-0.3
921
Tumor
-0.3
926
Normal
-0.3
523
Tumor
-0.3
695
Tumor
-0.3
487
Tumor
-0.3
723
Tumor
-0.3
1025
Tumor
-0.3
938
Normal
-0.3
911
Tumor
-0.3
867
Tumor
-0.3
477
Tumor
-0.3
873
Tumor
-0.3
786
Normal
-0.3
756
Normal
-0.3
435
Tumor
-0.3
981
Tumor
-0.4
271
Tumor
-0.4
755
Tumor
-0.4
465
Tumor
-0.4
231
Tumor
-0.5
967
Tumor
-0.5
741
Tumor
-0.5
553
Tumor
-0.5
977
Tumor
-0.5
533
Tumor
-0.5
1031
Tumor
-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
