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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.
MSRA is not prognostic in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
48.8
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
31.2
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
24.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
20.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
20.1
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
20.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
19.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
19.0
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
18.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
17.5
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
17.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
15.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
15.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
14.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
13.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
12.8
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
12.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
12.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
12.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
11.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
11.3
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
11.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
10.9
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
10.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
10.8
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
10.7
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
10.4
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
10.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
10.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
10.1
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
10.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
9.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
9.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
9.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
9.5
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
9.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
9.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
8.7
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
8.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
8.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
8.4
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
8.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
8.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
8.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
7.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
7.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
7.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
7.7
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
7.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
7.6
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
7.6
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
7.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
7.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
7.4
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
7.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
7.3
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
7.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
7.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
7.1
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
7.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
7.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
7.1
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
7.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
7.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
7.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
6.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
6.9
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
6.7
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
6.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
6.7
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
6.7
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
6.6
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
6.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
6.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
6.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
6.6
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
6.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
6.5
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
6.4
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
6.4
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
6.4
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
6.4
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
6.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
6.2
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
6.2
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
6.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
6.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
6.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
6.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
6.0
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
6.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
5.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
5.9
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
5.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
5.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
5.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
5.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
5.7
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
5.7
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
5.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
5.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
5.5
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
5.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
5.5
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
5.5
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
5.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
5.4
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
5.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
5.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
5.3
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
5.3
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
5.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
5.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
5.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
5.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
5.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
5.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
5.1
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
5.1
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
5.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
5.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
4.9
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
4.9
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
4.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
4.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
4.9
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
4.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
4.8
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
4.8
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
4.8
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
4.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
4.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
4.7
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
4.6
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
4.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
4.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
4.6
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
4.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
4.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
4.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
4.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.3
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
4.3
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
4.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
4.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
4.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
4.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
4.2
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
4.2
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
4.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
4.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
4.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
4.0
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
3.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
3.8
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
3.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
3.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
3.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
3.4
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
3.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
3.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
3.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
3.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
3.2
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
3.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
3.1
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
3.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.0
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
2.9
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
2.9
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
2.9
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
2.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
2.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
2.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
2.7
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
2.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
2.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
2.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
2.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
2.5
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
2.5
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
2.5
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
2.5
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
2.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
2.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
2.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
2.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
2.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2.1
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
2.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
2.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
2.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
2.0
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
2.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
2.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
1.9
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.9
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
1.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
1.8
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
1.8
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
1.8
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
1.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
1.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
1.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
1.5
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
1.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
1.2
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
1.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
1.0
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.9
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
0.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.8
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.7
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.7
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.6
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
0.6
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.6
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.6
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
0.5
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
0.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
0.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.4
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.4
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.4
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.4
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
0.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.4
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.4
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.4
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.3
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.3
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.3
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.3
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.3
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.3
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
0.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.3
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.3
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
0.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.3
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
0.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.2
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.2
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.2
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.2
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.2
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.2
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.2
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.2
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.2
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.2
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
0.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.1
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.1
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
0.1
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.1
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.1
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.1
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.1
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.1
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.1
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.1
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.1
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
0.1
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
0.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.1
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.1
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
0.1
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.0
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
0.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.0
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
0.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
0.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
0.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.0
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.0
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.0
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.0
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.0
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
0.0
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.0
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.0
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 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.
MSRA is not prognostic in Liver Hepatocellular Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
231
Samples
Sample
Description
TPM
DO50839
0 years, female, NA, stage:3, alive, 330 days
55.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
37.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
36.9
DO45119
0 years, male, NA, stage:3, dead, 510 days
35.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
32.2
DO48674
0 years, male, NA, stage:2, alive, 1260 days
31.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
31.2
DO48725
0 years, male, NA, stage:1, alive, 780 days
30.8
DO45167
0 years, male, NA, stage:2, dead, 1440 days
30.6
DO50783
0 years, male, NA, stage:3, alive, 480 days
30.2
DO45145
0 years, male, NA, stage:3, dead, 60 days
28.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
28.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
27.1
DO45215
0 years, male, NA, stage:2, alive, 1170 days
27.1
DO23509
0 years, male, NA, stage:3, dead, 780 days
26.7
DO45227
0 years, female, NA, stage:2, alive, 1020 days
25.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
25.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
24.8
DO23535
0 years, male, NA, stage:1, alive, 960 days
24.4
DO45131
0 years, male, NA, stage:4, dead, 360 days
23.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
23.1
DO50817
0 years, male, NA, stage:2, alive, 390 days
22.4
DO45195
0 years, male, NA, stage:1, alive, 390 days
21.8
DO48761
0 years, male, NA, stage:2, alive, 870 days
21.2
DO45187
0 years, female, NA, stage:1, alive, 1260 days
20.4
DO45179
0 years, female, NA, stage:2, alive, 600 days
20.3
DO45221
0 years, female, NA, stage:4, dead, 390 days
20.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
20.0
DO45094
0 years, male, NA, stage:3, alive, 1650 days
19.9
DO50793
0 years, male, NA, stage:4, alive, 540 days
19.7
DO23508
0 years, female, NA, stage:2, alive, 390 days
19.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
19.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
19.1
DO50776
0 years, male, NA, stage:1, alive, 690 days
18.9
DO48716
0 years, male, NA, stage:2, alive, 720 days
18.8
DO48760
0 years, female, NA, stage:2, alive, 690 days
18.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
18.0
DO23552
0 years, female, NA, stage:1, alive, 810 days
17.8
DO23527
0 years, male, NA, stage:1, alive, 1050 days
17.6
DO50808
0 years, male, NA, stage:2, alive, 570 days
17.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
17.4
DO227643
0 years, male, NA, stage:2, alive, 1260 days
17.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
17.3
DO48700
0 years, female, NA, stage:2, alive, 810 days
16.8
DO45281
0 years, male, NA, stage:4, alive, 750 days
16.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
16.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
16.5
DO23539
0 years, male, NA, stage:1, alive, 1110 days
16.3
DO45111
0 years, male, NA, stage:2, alive, 1590 days
16.2
DO45193
0 years, female, NA, stage:4, dead, 120 days
16.2
DO23551
0 years, male, NA, stage:3, dead, 150 days
16.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
15.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
15.8
DO50820
0 years, female, NA, stage:3, alive, 510 days
15.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
15.7
DO48757
0 years, female, NA, stage:3, alive, 480 days
15.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
15.3
DO23544
0 years, male, NA, stage:2, alive, 960 days
15.1
DO45109
0 years, male, NA, stage:2, alive, 1590 days
14.9
DO45199
0 years, female, NA, stage:2, alive, 1350 days
14.9
DO45137
0 years, male, NA, stage:1, alive, 1320 days
14.8
DO50816
0 years, male, NA, stage:2, alive, 390 days
14.6
DO45096
0 years, male, NA, stage:2, dead, 1290 days
14.6
DO48693
0 years, male, NA, stage:2, alive, 900 days
14.6
DO23545
0 years, male, NA, stage:2, dead, 570 days
14.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
14.5
DO23531
0 years, female, NA, stage:3, alive, 900 days
14.5
DO23538
0 years, male, NA, stage:2, alive, 450 days
14.3
DO45181
0 years, female, NA, stage:2, alive, 1200 days
14.2
DO45177
0 years, female, NA, stage:3, alive, 1260 days
14.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
13.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
13.9
DO45123
0 years, female, NA, stage:2, dead, 570 days
13.8
DO48742
0 years, male, NA, stage:2, alive, 600 days
13.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
13.1
DO50805
0 years, male, NA, stage:2, alive, 690 days
12.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
12.9
DO45261
0 years, male, NA, stage:3, alive, 990 days
12.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
12.5
DO45127
0 years, male, NA, stage:3, dead, 420 days
12.4
DO45103
0 years, male, NA, stage:3, alive, 450 days
12.4
DO45175
0 years, male, NA, stage:2, alive, 1140 days
12.2
DO23517
0 years, male, NA, stage:2, alive, 1200 days
12.2
DO50774
0 years, female, NA, stage:2, alive, 720 days
12.2
DO45141
0 years, male, NA, stage:2, alive, 1320 days
12.0
DO45249
0 years, male, NA, stage:1, alive, 630 days
12.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
11.9
DO45125
0 years, male, NA, stage:3, alive, 1680 days
11.9
DO23534
0 years, male, NA, stage:2, alive, 840 days
11.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
11.7
DO48727
0 years, female, NA, stage:2, dead, 390 days
11.7
DO45143
0 years, male, NA, stage:3, alive, 1290 days
11.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
11.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
11.2
DO45115
0 years, male, NA, stage:2, alive, 840 days
11.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
11.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
11.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
11.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
11.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
10.8
DO45305
0 years, male, NA, stage:4, alive, 300 days
10.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
10.6
DO45169
0 years, male, NA, stage:3, alive, 1350 days
10.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
10.4
DO23526
0 years, male, NA, stage:3, alive, 1050 days
10.4
DO50818
0 years, male, NA, stage:2, alive, 510 days
10.3
DO48751
0 years, male, NA, stage:2, dead, 480 days
10.2
DO23521
0 years, male, NA, stage:3, alive, 1110 days
10.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
10.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
9.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
9.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
9.8
DO23523
0 years, male, NA, stage:3, alive, 1080 days
9.8
DO50807
0 years, male, NA, stage:1, alive, 540 days
9.7
DO23528
0 years, female, NA, stage:2, alive, 1020 days
9.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
9.6
DO50829
0 years, male, NA, stage:3, alive, 570 days
9.6
DO48747
0 years, male, NA, stage:3, alive, 540 days
9.5
DO48719
0 years, male, NA, stage:2, alive, 690 days
9.4
DO23536
0 years, male, NA, stage:2, alive, 930 days
9.4
DO23510
0 years, female, NA, stage:2, alive, 870 days
9.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
9.3
DO23524
0 years, female, NA, stage:2, alive, 1050 days
9.1
DO23529
0 years, male, NA, stage:4, alive, 930 days
9.1
DO23549
0 years, male, NA, stage:3, alive, 990 days
9.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
9.1
DO50832
0 years, male, NA, stage:3, alive, 90 days
9.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
8.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
8.9
DO45133
0 years, male, NA, stage:3, dead, 660 days
8.8
DO48743
0 years, female, NA, stage:2, alive, 570 days
8.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
8.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
8.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
8.5
DO50814
0 years, male, NA, stage:3, alive, 420 days
8.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
8.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
8.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
8.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
8.0
DO48681
0 years, male, NA, stage:2, alive, 900 days
8.0
DO45307
0 years, female, NA, stage:4, dead, 240 days
7.9
DO45165
0 years, male, NA, stage:2, alive, 690 days
7.9
DO23541
0 years, male, NA, stage:2, alive, 930 days
7.9
DO48706
0 years, male, NA, stage:2, alive, 870 days
7.7
DO50845
0 years, male, NA, stage:3, alive, 210 days
7.7
DO45229
0 years, male, NA, stage:1, alive, 990 days
7.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
7.6
DO45289
0 years, female, NA, stage:3, alive, 360 days
7.6
DO23530
0 years, male, NA, stage:4, dead, 180 days
7.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
7.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
7.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
7.4
DO23513
0 years, male, NA, stage:3, alive, 1200 days
7.3
DO50850
0 years, male, NA, stage:3, alive, 720 days
7.3
DO50844
0 years, male, NA, stage:4, alive, 300 days
7.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
7.3
DO45243
0 years, female, NA, stage:3, alive, 930 days
7.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
7.1
DO48712
0 years, male, NA, stage:2, alive, 810 days
7.0
DO45299
0 years, female, NA, stage:1, alive, 1440 days
6.9
DO45241
0 years, male, NA, stage:1, alive, 1080 days
6.9
DO45091
0 years, male, NA, stage:2, dead, 1320 days
6.9
DO45273
0 years, male, NA, stage:2, alive, 480 days
6.9
DO50806
0 years, male, NA, stage:4, alive, 540 days
6.8
DO48704
0 years, female, NA, stage:3, alive, 750 days
6.6
DO45097
0 years, male, NA, stage:3, alive, 1620 days
6.6
DO45173
0 years, male, NA, stage:3, alive, 1170 days
6.6
DO48672
0 years, male, NA, stage:2, alive, 450 days
6.5
DO45113
0 years, male, NA, stage:3, alive, 1560 days
6.3
DO23514
0 years, male, NA, stage:2, alive, 1290 days
6.3
DO50815
0 years, male, NA, stage:3, alive, 150 days
6.2
DO23537
0 years, male, NA, stage:2, dead, 900 days
6.2
DO45297
0 years, female, NA, stage:4, dead, 1260 days
6.2
DO50804
0 years, male, NA, stage:2, alive, 720 days
6.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
6.1
DO45191
0 years, female, NA, stage:2, alive, 1200 days
6.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
5.9
DO50840
0 years, male, NA, stage:2, alive, 330 days
5.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
5.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
5.8
DO48736
0 years, female, NA, stage:1, alive, 600 days
5.8
DO23542
0 years, male, NA, stage:3, alive, 960 days
5.8
DO48677
0 years, male, NA, stage:3, alive, 1140 days
5.6
DO48741
0 years, male, NA, stage:3, alive, 240 days
5.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
5.5
DO45099
0 years, male, NA, stage:3, alive, 1590 days
5.5
DO23533
0 years, male, NA, stage:2, alive, 900 days
5.5
DO48733
0 years, male, NA, stage:2, alive, 600 days
5.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
5.5
DO45161
0 years, male, NA, stage:2, dead, 540 days
5.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
5.4
DO45247
0 years, female, NA, stage:2, alive, 210 days
5.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
5.2
DO45233
0 years, male, NA, stage:3, alive, 900 days
5.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
5.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
5.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
5.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
5.0
DO48732
0 years, male, NA, stage:3, alive, 630 days
4.9
DO45219
0 years, male, NA, stage:2, alive, 1080 days
4.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
4.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
4.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
4.8
DO45217
0 years, female, NA, stage:3, dead, 270 days
4.6
DO48730
0 years, female, NA, stage:2, alive, 630 days
4.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
4.5
DO45253
0 years, male, NA, stage:2, alive, 870 days
4.5
DO45277
0 years, male, NA, stage:3, alive, 600 days
4.3
DO50809
0 years, male, NA, stage:3, dead, 720 days
4.2
DO48728
0 years, female, NA, stage:2, alive, 150 days
4.2
DO45155
0 years, male, NA, stage:2, alive, 2160 days
4.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
4.1
DO45203
0 years, female, NA, stage:2, alive, 1170 days
3.9
DO45213
0 years, male, NA, stage:1, alive, 1200 days
3.8
DO45185
0 years, male, NA, stage:2, alive, 600 days
3.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
3.7
DO45283
0 years, male, NA, stage:3, alive, 510 days
3.6
DO45197
0 years, male, NA, stage:2, alive, 1170 days
3.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
3.6
DO45163
0 years, male, NA, stage:2, alive, 960 days
3.5
DO45279
0 years, male, NA, stage:3, alive, 1290 days
3.4
DO45149
0 years, female, NA, stage:2, alive, 1260 days
3.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
3.2
DO45093
0 years, male, NA, stage:2, dead, 720 days
3.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
2.9
DO45225
0 years, male, NA, stage:1, alive, 1050 days
2.6
DO45269
0 years, male, NA, stage:3, alive, 750 days
2.6
DO48682
0 years, female, NA, stage:3, dead, 120 days
2.5
DO45245
0 years, female, NA, stage:2, dead, 240 days
2.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.9
DO45209
0 years, male, NA, stage:4, alive, 1350 days
0.4
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
862
Normal
1.2
723
Tumor
1.2
698
Normal
1.1
944
Normal
1.1
912
Normal
1.0
738
Normal
1.0
356
Normal
0.9
938
Normal
0.9
864
Normal
0.9
546
Normal
0.9
742
Normal
0.9
746
Normal
0.9
484
Normal
0.9
714
Normal
0.9
436
Normal
0.9
534
Normal
0.9
756
Normal
0.9
568
Normal
0.8
462
Normal
0.8
868
Normal
0.8
528
Normal
0.8
964
Normal
0.8
616
Normal
0.8
472
Normal
0.8
866
Normal
0.8
968
Normal
0.8
412
Normal
0.8
728
Normal
0.8
1032
Normal
0.8
564
Normal
0.8
858
Normal
0.8
786
Normal
0.8
1022
Normal
0.8
132
Normal
0.8
824
Normal
0.8
1046
Normal
0.8
648
Normal
0.7
278
Normal
0.7
884
Normal
0.7
513
Tumor
0.7
851
Tumor
0.7
914
Normal
0.7
618
Normal
0.7
1016
Normal
0.7
572
Normal
0.7
958
Normal
0.7
926
Normal
0.7
882
Normal
0.7
314
Normal
0.7
518
Normal
0.7
448
Normal
0.7
924
Normal
0.7
482
Normal
0.7
628
Normal
0.7
196
Normal
0.7
818
Normal
0.7
1026
Normal
0.7
342
Normal
0.7
358
Normal
0.7
414
Normal
0.7
716
Normal
0.7
426
Normal
0.6
1014
Normal
0.6
922
Normal
0.6
1044
Normal
0.6
514
Normal
0.6
474
Normal
0.6
435
Tumor
0.6
113
Tumor
0.6
298
Normal
0.6
222
Normal
0.6
466
Normal
0.6
128
Normal
0.6
328
Normal
0.6
424
Normal
0.6
664
Normal
0.6
488
Normal
0.6
636
Normal
0.6
428
Normal
0.6
258
Normal
0.6
394
Normal
0.6
186
Normal
0.6
136
Normal
0.6
878
Normal
0.6
364
Normal
0.6
494
Normal
0.6
696
Normal
0.6
111
Normal
0.5
148
Normal
0.5
214
Normal
0.5
332
Normal
0.5
114
Normal
0.5
978
Normal
0.5
446
Normal
0.5
722
Normal
0.5
984
Normal
0.5
874
Normal
0.5
956
Normal
0.5
286
Normal
0.5
232
Normal
0.5
388
Normal
0.5
976
Normal
0.5
376
Normal
0.5
918
Normal
0.5
982
Normal
0.5
1042
Normal
0.5
666
Normal
0.5
172
Normal
0.5
744
Normal
0.5
816
Normal
0.5
464
Normal
0.5
554
Normal
0.4
452
Normal
0.4
468
Normal
0.4
966
Normal
0.4
212
Normal
0.4
686
Normal
0.4
778
Normal
0.4
642
Normal
0.4
627
Tumor
0.4
218
Normal
0.4
228
Normal
0.4
955
Tumor
0.4
1043
Tumor
0.4
745
Tumor
0.4
312
Normal
0.4
422
Normal
0.4
284
Normal
0.4
526
Normal
0.4
142
Normal
0.4
354
Normal
0.4
162
Normal
0.4
366
Normal
0.4
916
Normal
0.4
456
Normal
0.3
272
Normal
0.3
138
Normal
0.3
852
Normal
0.3
1028
Normal
0.3
416
Normal
0.3
952
Normal
0.3
396
Normal
0.3
574
Normal
0.3
954
Normal
0.3
327
Tumor
0.2
662
Normal
0.2
392
Normal
0.2
516
Normal
0.2
191
Tumor
0.2
262
Normal
0.2
344
Normal
0.2
362
Normal
0.2
432
Normal
0.2
672
Normal
0.2
363
Tumor
0.2
352
Normal
0.2
353
Tumor
0.2
126
Normal
0.1
615
Tumor
0.1
434
Normal
0.1
146
Normal
0.1
481
Tumor
0.1
386
Normal
0.1
478
Normal
0.0
124
Normal
0.0
524
Normal
0.0
147
Tumor
0.0
188
Normal
0.0
558
Normal
0.0
368
Normal
0.0
498
Normal
0.0
492
Normal
0.0
911
Tumor
0.0
873
Tumor
-0.1
785
Tumor
-0.1
755
Tumor
-0.1
538
Normal
-0.1
981
Tumor
-0.1
415
Tumor
-0.1
1045
Tumor
-0.1
617
Tumor
-0.1
536
Normal
-0.1
192
Normal
-0.1
411
Tumor
-0.1
341
Tumor
-0.1
444
Normal
-0.1
1013
Tumor
-0.2
384
Normal
-0.2
217
Tumor
-0.2
393
Tumor
-0.2
915
Tumor
-0.2
195
Tumor
-0.3
268
Normal
-0.4
465
Tumor
-0.4
857
Tumor
-0.4
451
Tumor
-0.4
391
Tumor
-0.4
943
Tumor
-0.4
977
Tumor
-0.4
861
Tumor
-0.4
567
Tumor
-0.5
635
Tumor
-0.5
491
Tumor
-0.5
137
Tumor
-0.5
423
Tumor
-0.5
963
Tumor
-0.5
421
Tumor
-0.5
127
Tumor
-0.5
227
Tumor
-0.6
224
Normal
-0.6
724
Normal
-0.6
913
Tumor
-0.6
277
Tumor
-0.6
823
Tumor
-0.6
1025
Tumor
-0.6
777
Tumor
-0.6
112
Tumor
-0.6
221
Tumor
-0.6
447
Tumor
-0.6
715
Tumor
-0.6
737
Tumor
-0.6
461
Tumor
-0.6
1041
Tumor
-0.6
463
Tumor
-0.7
863
Tumor
-0.7
663
Tumor
-0.7
721
Tumor
-0.7
125
Tumor
-0.7
515
Tumor
-0.7
921
Tumor
-0.7
145
Tumor
-0.7
937
Tumor
-0.7
187
Tumor
-0.7
917
Tumor
-0.7
313
Tumor
-0.7
493
Tumor
-0.7
131
Tumor
-0.7
537
Tumor
-0.7
1027
Tumor
-0.7
957
Tumor
-0.7
445
Tumor
-0.8
517
Tumor
-0.8
553
Tumor
-0.8
413
Tumor
-0.8
814
Normal
-0.8
267
Tumor
-0.8
261
Tumor
-0.8
533
Tumor
-0.8
213
Tumor
-0.8
467
Tumor
-0.8
713
Tumor
-0.8
365
Tumor
-0.8
1031
Tumor
-0.8
171
Tumor
-0.8
161
Tumor
-0.9
135
Tumor
-0.9
425
Tumor
-0.9
185
Tumor
-0.9
1015
Tumor
-0.9
975
Tumor
-0.9
427
Tumor
-0.9
563
Tumor
-0.9
141
Tumor
-0.9
685
Tumor
-0.9
431
Tumor
-0.9
123
Tumor
-1.0
665
Tumor
-1.0
925
Tumor
-1.0
881
Tumor
-1.0
383
Tumor
-1.0
361
Tumor
-1.0
695
Tumor
-1.0
535
Tumor
-1.0
741
Tumor
-1.0
311
Tumor
-1.0
257
Tumor
-1.0
727
Tumor
-1.1
877
Tumor
-1.1
571
Tumor
-1.1
697
Tumor
-1.1
473
Tumor
-1.1
813
Tumor
-1.1
223
Tumor
-1.1
483
Tumor
-1.1
883
Tumor
-1.1
477
Tumor
-1.1
865
Tumor
-1.2
455
Tumor
-1.2
525
Tumor
-1.2
497
Tumor
-1.2
355
Tumor
-1.2
387
Tumor
-1.2
283
Tumor
-1.2
815
Tumor
-1.2
331
Tumor
-1.2
817
Tumor
-1.2
211
Tumor
-1.2
231
Tumor
-1.2
433
Tumor
-1.2
867
Tumor
-1.2
297
Tumor
-1.3
1021
Tumor
-1.3
557
Tumor
-1.3
523
Tumor
-1.3
953
Tumor
-1.3
923
Tumor
-1.4
351
Tumor
-1.4
951
Tumor
-1.4
271
Tumor
-1.4
647
Tumor
-1.4
671
Tumor
-1.4
983
Tumor
-1.4
375
Tumor
-1.4
285
Tumor
-1.4
527
Tumor
-1.5
487
Tumor
-1.5
343
Tumor
-1.5
471
Tumor
-1.5
967
Tumor
-1.5
385
Tumor
-1.5
443
Tumor
-1.5
357
Tumor
-1.5
545
Tumor
-1.5
965
Tumor
-1.6
641
Tumor
-1.6
395
Tumor
-1.6
573
Tumor
-1.6
743
Tumor
-1.7
367
Tumor
-1.8
661
Tumor
-2.0
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
