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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.
XPR1 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
4.3
Number of samples
362
Samples
Sample
Description
TPM
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
40.9
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
24.7
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
24.1
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
22.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
21.8
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
17.4
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
16.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
14.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
14.3
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
13.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
13.5
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
13.5
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
13.2
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
13.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
12.7
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
12.3
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
11.2
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
11.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
10.9
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
10.7
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
10.7
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
10.6
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
10.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
10.3
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
10.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
10.0
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
10.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
9.7
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
9.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
9.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
9.4
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
9.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
9.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
9.2
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
9.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
8.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
8.4
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
8.3
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
8.2
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
8.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
8.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
8.1
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
7.9
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
7.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
7.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
7.7
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
7.6
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
7.5
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
7.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
7.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
7.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
7.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
7.2
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
7.1
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
7.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
7.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
6.9
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
6.9
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
6.9
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
6.8
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
6.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
6.6
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
6.6
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
6.6
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
6.5
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
6.5
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
6.5
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
6.2
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
6.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
6.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
6.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
6.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
6.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
6.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
6.1
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
5.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
5.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
5.8
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
5.8
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
5.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
5.7
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
5.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
5.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
5.6
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
5.6
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
5.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
5.5
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
5.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
5.5
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
5.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.4
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
5.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
5.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
5.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
5.3
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
5.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
5.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
5.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
5.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
5.0
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
5.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
4.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
4.9
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
4.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
4.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.8
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
4.8
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
4.8
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
4.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
4.6
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
4.6
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
4.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
4.6
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
4.5
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
4.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
4.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
4.5
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
4.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
4.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
4.4
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
4.4
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
4.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
4.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
4.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
4.3
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
4.3
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
4.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
4.2
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
4.2
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
4.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
4.2
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
4.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
4.1
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
4.1
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
4.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
4.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
4.0
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
4.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
4.0
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
4.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
4.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
3.9
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
3.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
3.9
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
3.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
3.8
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
3.8
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
3.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
3.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
3.8
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
3.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
3.7
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
3.7
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
3.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
3.7
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
3.7
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
3.6
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
3.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
3.6
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
3.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
3.5
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
3.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
3.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
3.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
3.5
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
3.5
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
3.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
3.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
3.4
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
3.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
3.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
3.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
3.3
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
3.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
3.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
3.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
3.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
3.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
3.2
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
3.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
3.2
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
3.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
3.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
3.2
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
3.1
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
3.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
3.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
3.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
3.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
3.1
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
3.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
3.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
3.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
3.0
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
3.0
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
3.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
3.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
2.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
2.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
2.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.9
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
2.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
2.8
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
2.8
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
2.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
2.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
2.8
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
2.8
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
2.8
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
2.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
2.7
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
2.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
2.6
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
2.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
2.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
2.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
2.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
2.6
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
2.6
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
2.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
2.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
2.6
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
2.6
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
2.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
2.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
2.5
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
2.5
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.5
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.5
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
2.5
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.4
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
2.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
2.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
2.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
2.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
2.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
2.3
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
2.3
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
2.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
2.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.2
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
2.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
2.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
2.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
2.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
2.2
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
2.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
2.2
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.2
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
2.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
2.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
2.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
2.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
2.1
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
2.1
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
2.1
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
2.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
2.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
2.1
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
2.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
2.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
2.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
2.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
2.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2.0
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
2.0
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1.9
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
1.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
1.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
1.9
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
1.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
1.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
1.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
1.8
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
1.8
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
1.8
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
1.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
1.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
1.7
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
1.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
1.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
1.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
1.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
1.7
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
1.7
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
1.6
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.6
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.6
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
1.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
1.6
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
1.6
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
1.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
1.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
1.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
1.4
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
1.4
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
1.4
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
1.4
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.4
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.3
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.3
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
1.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
1.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
1.3
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
1.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
1.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
1.2
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
1.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
1.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
1.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
1.2
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
1.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.1
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
1.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
1.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
1.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
1.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
1.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
1.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.9
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.9
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
0.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.8
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.7
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.7
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.7
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.6
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.6
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.5
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 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.
XPR1 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
3.5
Number of samples
231
Samples
Sample
Description
TPM
DO45275
0 years, male, NA, stage:3, dead, 10 days
14.7
DO23509
0 years, male, NA, stage:3, dead, 780 days
13.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
10.8
DO45279
0 years, male, NA, stage:3, alive, 1290 days
10.3
DO45193
0 years, female, NA, stage:4, dead, 120 days
9.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
9.2
DO45205
0 years, female, NA, stage:2, dead, 90 days
9.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
8.8
DO23542
0 years, male, NA, stage:3, alive, 960 days
8.8
DO48704
0 years, female, NA, stage:3, alive, 750 days
8.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
8.1
DO45131
0 years, male, NA, stage:4, dead, 360 days
7.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
7.6
DO48757
0 years, female, NA, stage:3, alive, 480 days
7.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
7.1
DO45155
0 years, male, NA, stage:2, alive, 2160 days
6.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
6.9
DO45259
0 years, male, NA, stage:3, alive, 330 days
6.8
DO45267
0 years, male, NA, stage:3, dead, 570 days
6.7
DO45185
0 years, male, NA, stage:2, alive, 600 days
6.7
DO45171
0 years, male, NA, stage:3, alive, 600 days
6.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
6.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
6.3
DO48701
0 years, male, NA, stage:2, alive, 780 days
6.3
DO45169
0 years, male, NA, stage:3, alive, 1350 days
6.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
6.2
DO45207
0 years, male, NA, stage:1, alive, 1050 days
6.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
6.0
DO48717
0 years, male, NA, stage:4, dead, 180 days
6.0
DO45157
0 years, male, NA, stage:2, alive, 1980 days
5.9
DO45245
0 years, female, NA, stage:2, dead, 240 days
5.8
DO23513
0 years, male, NA, stage:3, alive, 1200 days
5.7
DO45231
0 years, male, NA, stage:2, alive, 930 days
5.7
DO45159
0 years, male, NA, stage:3, alive, 1470 days
5.4
DO45197
0 years, male, NA, stage:2, alive, 1170 days
5.3
DO50822
0 years, male, NA, stage:2, alive, 510 days
5.3
DO48741
0 years, male, NA, stage:3, alive, 240 days
5.2
DO23541
0 years, male, NA, stage:2, alive, 930 days
5.2
DO45137
0 years, male, NA, stage:1, alive, 1320 days
5.1
DO50840
0 years, male, NA, stage:2, alive, 330 days
5.1
DO45301
0 years, male, NA, stage:2, dead, 1440 days
5.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
5.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
5.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
4.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
4.8
DO50820
0 years, female, NA, stage:3, alive, 510 days
4.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
4.7
DO23510
0 years, female, NA, stage:2, alive, 870 days
4.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
4.7
DO45123
0 years, female, NA, stage:2, dead, 570 days
4.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
4.6
DO45092
0 years, male, NA, stage:4, dead, 1200 days
4.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
4.6
DO45297
0 years, female, NA, stage:4, dead, 1260 days
4.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
4.6
DO45119
0 years, male, NA, stage:3, dead, 510 days
4.6
DO45145
0 years, male, NA, stage:3, dead, 60 days
4.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
4.5
DO23529
0 years, male, NA, stage:4, alive, 930 days
4.5
DO45117
0 years, female, NA, stage:2, dead, 1110 days
4.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
4.4
DO50844
0 years, male, NA, stage:4, alive, 300 days
4.4
DO23526
0 years, male, NA, stage:3, alive, 1050 days
4.3
DO23552
0 years, female, NA, stage:1, alive, 810 days
4.3
DO45187
0 years, female, NA, stage:1, alive, 1260 days
4.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
4.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
4.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
4.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
4.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
4.1
DO45149
0 years, female, NA, stage:2, alive, 1260 days
4.1
DO45213
0 years, male, NA, stage:1, alive, 1200 days
4.0
DO45287
0 years, male, NA, stage:1, alive, 390 days
4.0
DO45165
0 years, male, NA, stage:2, alive, 690 days
4.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
4.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
3.9
DO45283
0 years, male, NA, stage:3, alive, 510 days
3.9
DO23514
0 years, male, NA, stage:2, alive, 1290 days
3.9
DO48700
0 years, female, NA, stage:2, alive, 810 days
3.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
3.9
DO45281
0 years, male, NA, stage:4, alive, 750 days
3.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
3.7
DO23533
0 years, male, NA, stage:2, alive, 900 days
3.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
3.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
3.6
DO23519
0 years, male, NA, stage:3, alive, 630 days
3.6
DO45141
0 years, male, NA, stage:2, alive, 1320 days
3.6
DO45273
0 years, male, NA, stage:2, alive, 480 days
3.6
DO45189
0 years, female, NA, stage:2, alive, 1200 days
3.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
3.6
DO23545
0 years, male, NA, stage:2, dead, 570 days
3.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
3.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
3.5
DO45239
0 years, male, NA, stage:2, alive, 870 days
3.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
3.5
DO45107
0 years, female, NA, stage:2, alive, 1710 days
3.5
DO48737
0 years, male, NA, stage:1, alive, 720 days
3.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
3.4
DO50789
0 years, female, NA, stage:2, alive, 570 days
3.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
3.4
DO23521
0 years, male, NA, stage:3, alive, 1110 days
3.4
DO50857
0 years, male, NA, stage:2, alive, 210 days
3.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
3.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
3.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
3.3
DO45265
0 years, male, NA, stage:3, alive, 1020 days
3.3
DO48725
0 years, male, NA, stage:1, alive, 780 days
3.3
DO45211
0 years, male, NA, stage:3, alive, 240 days
3.2
DO23535
0 years, male, NA, stage:1, alive, 960 days
3.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
3.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
3.2
DO48732
0 years, male, NA, stage:3, alive, 630 days
3.1
DO45221
0 years, female, NA, stage:4, dead, 390 days
3.1
DO48733
0 years, male, NA, stage:2, alive, 600 days
3.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
3.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
3.1
DO48751
0 years, male, NA, stage:2, dead, 480 days
3.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
3.1
DO45289
0 years, female, NA, stage:3, alive, 360 days
3.1
DO45103
0 years, male, NA, stage:3, alive, 450 days
3.0
DO45217
0 years, female, NA, stage:3, dead, 270 days
3.0
DO48747
0 years, male, NA, stage:3, alive, 540 days
3.0
DO23530
0 years, male, NA, stage:4, dead, 180 days
3.0
DO23525
0 years, male, NA, stage:4, alive, 1050 days
3.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
2.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
2.9
DO48720
0 years, female, NA, stage:2, alive, 570 days
2.9
DO45285
0 years, male, NA, stage:3, alive, 480 days
2.9
DO23527
0 years, male, NA, stage:1, alive, 1050 days
2.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
2.9
DO23516
0 years, male, NA, stage:3, dead, 20 days
2.8
DO45227
0 years, female, NA, stage:2, alive, 1020 days
2.8
DO48706
0 years, male, NA, stage:2, alive, 870 days
2.8
DO45153
0 years, female, NA, stage:2, alive, 1380 days
2.8
DO45191
0 years, female, NA, stage:2, alive, 1200 days
2.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
2.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
2.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
2.7
DO48693
0 years, male, NA, stage:2, alive, 900 days
2.7
DO50859
0 years, male, NA, stage:2, alive, 180 days
2.7
DO23540
0 years, male, NA, stage:1, alive, 750 days
2.7
DO45249
0 years, male, NA, stage:1, alive, 630 days
2.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
2.7
DO23537
0 years, male, NA, stage:2, dead, 900 days
2.6
DO50808
0 years, male, NA, stage:2, alive, 570 days
2.6
DO45179
0 years, female, NA, stage:2, alive, 600 days
2.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
2.6
DO45096
0 years, male, NA, stage:2, dead, 1290 days
2.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
2.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
2.5
DO45175
0 years, male, NA, stage:2, alive, 1140 days
2.5
DO50809
0 years, male, NA, stage:3, dead, 720 days
2.5
DO45115
0 years, male, NA, stage:2, alive, 840 days
2.5
DO45269
0 years, male, NA, stage:3, alive, 750 days
2.5
DO23515
0 years, male, NA, stage:2, alive, 1230 days
2.4
DO45133
0 years, male, NA, stage:3, dead, 660 days
2.4
DO48712
0 years, male, NA, stage:2, alive, 810 days
2.4
DO45121
0 years, male, NA, stage:3, alive, 1530 days
2.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
2.4
DO50776
0 years, male, NA, stage:1, alive, 690 days
2.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
2.3
DO50816
0 years, male, NA, stage:2, alive, 390 days
2.3
DO45097
0 years, male, NA, stage:3, alive, 1620 days
2.3
DO50787
0 years, male, NA, stage:3, alive, 480 days
2.3
DO45261
0 years, male, NA, stage:3, alive, 990 days
2.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
2.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
2.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
2.2
DO227643
0 years, male, NA, stage:2, alive, 1260 days
2.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
2.2
DO45173
0 years, male, NA, stage:3, alive, 1170 days
2.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
2.2
DO23538
0 years, male, NA, stage:2, alive, 450 days
2.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
2.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
2.1
DO48760
0 years, female, NA, stage:2, alive, 690 days
2.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
2.1
DO23539
0 years, male, NA, stage:1, alive, 1110 days
2.1
DO45095
0 years, male, NA, stage:2, alive, 1620 days
2.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
2.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
2.1
DO48682
0 years, female, NA, stage:3, dead, 120 days
2.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
2.1
DO50819
0 years, female, NA, stage:2, alive, 510 days
2.1
DO50785
0 years, male, NA, stage:4, dead, 90 days
2.0
DO50805
0 years, male, NA, stage:2, alive, 690 days
2.0
DO45233
0 years, male, NA, stage:3, alive, 900 days
2.0
DO45199
0 years, female, NA, stage:2, alive, 1350 days
2.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
2.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
1.9
DO45241
0 years, male, NA, stage:1, alive, 1080 days
1.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
1.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
1.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
1.8
DO50814
0 years, male, NA, stage:3, alive, 420 days
1.7
DO45229
0 years, male, NA, stage:1, alive, 990 days
1.7
DO45247
0 years, female, NA, stage:2, alive, 210 days
1.7
DO23532
0 years, female, NA, stage:1, alive, 960 days
1.7
DO45143
0 years, male, NA, stage:3, alive, 1290 days
1.7
DO23548
0 years, female, NA, stage:1, alive, 840 days
1.7
DO48759
0 years, male, NA, stage:3, alive, 720 days
1.6
DO50813
0 years, male, NA, stage:2, alive, 420 days
1.6
DO45105
0 years, male, NA, stage:1, alive, 1680 days
1.6
DO23531
0 years, female, NA, stage:3, alive, 900 days
1.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
1.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
1.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
1.5
DO23511
0 years, female, NA, stage:3, dead, 180 days
1.5
DO45109
0 years, male, NA, stage:2, alive, 1590 days
1.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
1.5
DO50806
0 years, male, NA, stage:4, alive, 540 days
1.4
DO48727
0 years, female, NA, stage:2, dead, 390 days
1.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
1.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
1.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
1.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
1.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
1.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
1.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
1.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
1.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
1.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
1.1
DO50855
0 years, male, NA, stage:2, alive, 570 days
1.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
1.0
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.9
DO45195
0 years, male, NA, stage:1, alive, 390 days
0.8
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.8
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.7
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.7
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.6
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
488
Normal
3.8
498
Normal
3.3
917
Tumor
2.0
953
Tumor
1.4
132
Normal
1.2
863
Tumor
1.2
411
Tumor
1.1
533
Tumor
1.0
943
Tumor
1.0
1013
Tumor
1.0
138
Normal
0.9
135
Tumor
0.9
314
Normal
0.9
1027
Tumor
0.8
136
Normal
0.8
868
Normal
0.8
147
Tumor
0.8
393
Tumor
0.8
912
Normal
0.8
722
Normal
0.8
146
Normal
0.8
446
Normal
0.7
913
Tumor
0.7
125
Tumor
0.7
567
Tumor
0.7
914
Normal
0.7
777
Tumor
0.7
141
Tumor
0.7
864
Normal
0.7
957
Tumor
0.7
866
Normal
0.6
435
Tumor
0.6
862
Normal
0.6
965
Tumor
0.6
525
Tumor
0.6
332
Normal
0.6
278
Normal
0.6
951
Tumor
0.6
724
Normal
0.6
257
Tumor
0.6
436
Normal
0.5
432
Normal
0.5
573
Tumor
0.5
145
Tumor
0.5
571
Tumor
0.5
857
Tumor
0.5
343
Tumor
0.5
477
Tumor
0.5
361
Tumor
0.5
483
Tumor
0.5
427
Tumor
0.5
375
Tumor
0.5
433
Tumor
0.5
445
Tumor
0.5
482
Normal
0.5
267
Tumor
0.5
444
Normal
0.4
474
Normal
0.4
312
Normal
0.4
327
Tumor
0.4
443
Tumor
0.4
123
Tumor
0.4
231
Tumor
0.4
434
Normal
0.4
481
Tumor
0.4
342
Normal
0.4
313
Tumor
0.4
1046
Normal
0.4
923
Tumor
0.4
527
Tumor
0.4
395
Tumor
0.3
963
Tumor
0.3
277
Tumor
0.3
298
Normal
0.3
982
Normal
0.3
537
Tumor
0.3
545
Tumor
0.3
1042
Normal
0.3
471
Tumor
0.3
212
Normal
0.3
472
Normal
0.3
523
Tumor
0.3
387
Tumor
0.3
161
Tumor
0.3
756
Normal
0.2
978
Normal
0.2
354
Normal
0.2
211
Tumor
0.2
696
Normal
0.2
228
Normal
0.2
737
Tumor
0.2
358
Normal
0.2
357
Tumor
0.2
415
Tumor
0.2
881
Tumor
0.2
884
Normal
0.2
513
Tumor
0.2
396
Normal
0.2
515
Tumor
0.2
425
Tumor
0.2
185
Tumor
0.2
213
Tumor
0.2
743
Tumor
0.2
352
Normal
0.2
697
Tumor
0.2
745
Tumor
0.2
926
Normal
0.2
286
Normal
0.2
388
Normal
0.2
391
Tumor
0.2
344
Normal
0.2
714
Normal
0.2
188
Normal
0.2
1014
Normal
0.2
187
Tumor
0.1
918
Normal
0.1
413
Tumor
0.1
915
Tumor
0.1
1016
Normal
0.1
1021
Tumor
0.1
353
Tumor
0.1
227
Tumor
0.1
976
Normal
0.1
514
Normal
0.1
365
Tumor
0.1
137
Tumor
0.1
925
Tumor
0.1
392
Normal
0.1
695
Tumor
0.1
983
Tumor
0.1
977
Tumor
0.1
258
Normal
0.1
786
Normal
0.1
473
Tumor
0.1
967
Tumor
0.1
984
Normal
0.1
171
Tumor
0.1
224
Normal
0.1
172
Normal
0.1
557
Tumor
0.1
186
Normal
0.1
191
Tumor
0.1
341
Tumor
0.1
686
Normal
0.1
1043
Tumor
0.1
964
Normal
0.1
478
Normal
0.1
462
Normal
0.0
814
Normal
0.0
422
Normal
0.0
877
Tumor
0.0
641
Tumor
0.0
741
Tumor
0.0
148
Normal
0.0
484
Normal
0.0
1045
Tumor
0.0
1032
Normal
0.0
1031
Tumor
0.0
162
Normal
0.0
716
Normal
0.0
937
Tumor
0.0
283
Tumor
0.0
851
Tumor
0.0
528
Normal
0.0
394
Normal
0.0
615
Tumor
0.0
272
Normal
0.0
882
Normal
0.0
517
Tumor
0.0
431
Tumor
0.0
423
Tumor
0.0
617
Tumor
0.0
297
Tumor
0.0
785
Tumor
0.0
127
Tumor
0.0
355
Tumor
0.0
284
Normal
0.0
817
Tumor
0.0
232
Normal
0.0
421
Tumor
0.0
461
Tumor
0.0
778
Normal
0.0
285
Tumor
-0.1
126
Normal
-0.1
981
Tumor
-0.1
955
Tumor
-0.1
385
Tumor
-0.1
311
Tumor
-0.1
813
Tumor
-0.1
742
Normal
-0.1
384
Normal
-0.1
268
Normal
-0.1
142
Normal
-0.1
1041
Tumor
-0.1
351
Tumor
-0.1
262
Normal
-0.1
113
Tumor
-0.1
727
Tumor
-0.1
958
Normal
-0.1
975
Tumor
-0.1
867
Tumor
-0.1
526
Normal
-0.1
416
Normal
-0.1
1015
Tumor
-0.1
261
Tumor
-0.1
1026
Normal
-0.1
363
Tumor
-0.1
428
Normal
-0.1
968
Normal
-0.1
1022
Normal
-0.2
554
Normal
-0.2
447
Tumor
-0.2
426
Normal
-0.2
698
Normal
-0.2
924
Normal
-0.2
524
Normal
-0.2
568
Normal
-0.2
412
Normal
-0.2
497
Tumor
-0.2
966
Normal
-0.2
112
Tumor
-0.2
516
Normal
-0.2
916
Normal
-0.2
368
Normal
-0.2
518
Normal
-0.2
383
Tumor
-0.2
223
Tumor
-0.2
448
Normal
-0.2
534
Normal
-0.2
124
Normal
-0.2
328
Normal
-0.2
356
Normal
-0.2
746
Normal
-0.3
1025
Tumor
-0.3
883
Tumor
-0.3
723
Tumor
-0.3
546
Normal
-0.3
956
Normal
-0.3
331
Tumor
-0.3
114
Normal
-0.3
744
Normal
-0.3
911
Tumor
-0.3
738
Normal
-0.3
728
Normal
-0.3
563
Tumor
-0.3
1028
Normal
-0.3
536
Normal
-0.3
1044
Normal
-0.3
538
Normal
-0.3
271
Tumor
-0.3
627
Tumor
-0.3
362
Normal
-0.3
366
Normal
-0.3
376
Normal
-0.3
494
Normal
-0.3
824
Normal
-0.3
922
Normal
-0.3
111
Normal
-0.3
414
Normal
-0.3
493
Tumor
-0.3
858
Normal
-0.3
424
Normal
-0.4
386
Normal
-0.4
192
Normal
-0.4
564
Normal
-0.4
128
Normal
-0.4
755
Tumor
-0.4
487
Tumor
-0.4
685
Tumor
-0.4
491
Tumor
-0.4
713
Tumor
-0.4
364
Normal
-0.4
195
Tumor
-0.4
572
Normal
-0.4
553
Tumor
-0.5
635
Tumor
-0.5
954
Normal
-0.5
878
Normal
-0.5
823
Tumor
-0.5
217
Tumor
-0.5
628
Normal
-0.5
558
Normal
-0.5
574
Normal
-0.5
616
Normal
-0.6
873
Tumor
-0.6
367
Tumor
-0.6
818
Normal
-0.6
861
Tumor
-0.6
852
Normal
-0.6
874
Normal
-0.6
535
Tumor
-0.7
131
Tumor
-0.7
952
Normal
-0.7
815
Tumor
-0.7
642
Normal
-0.7
218
Normal
-0.7
618
Normal
-0.7
938
Normal
-0.8
636
Normal
-0.8
221
Tumor
-0.8
196
Normal
-0.8
944
Normal
-0.8
816
Normal
-0.9
214
Normal
-0.9
492
Normal
-0.9
222
Normal
-0.9
721
Tumor
-0.9
715
Tumor
-1.0
865
Tumor
-1.2
921
Tumor
-1.2
647
Tumor
N/A
648
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
663
Tumor
N/A
664
Normal
N/A
665
Tumor
N/A
666
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
451
Tumor
N/A
452
Normal
N/A
455
Tumor
N/A
456
Normal
N/A
463
Tumor
N/A
464
Normal
N/A
465
Tumor
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
