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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.
MMGT1 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
3.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
16.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
15.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
14.7
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
14.2
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
13.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
13.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
12.3
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
10.9
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
10.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
10.4
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
9.0
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
8.9
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
8.9
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
8.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
8.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
8.5
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
8.4
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
8.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
8.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
8.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
7.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
7.6
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
7.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
7.5
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
7.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
7.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
7.0
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
6.9
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
6.9
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
6.9
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
6.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
6.8
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
6.6
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
6.6
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
6.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
6.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
6.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
6.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
6.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
6.1
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
6.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
5.9
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
5.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
5.9
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
5.8
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
5.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
5.7
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
5.5
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
5.5
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
5.5
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
5.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
5.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
5.3
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
5.3
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
5.3
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
5.3
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
5.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
5.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
5.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
5.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
5.2
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
5.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
5.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
5.0
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
5.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
5.0
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
4.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
4.9
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
4.9
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
4.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
4.8
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
4.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
4.7
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
4.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
4.7
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
4.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
4.6
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
4.5
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
4.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
4.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
4.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.5
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
4.5
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
4.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
4.4
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
4.3
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
4.3
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
4.3
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
4.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
4.2
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
4.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
4.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
4.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
4.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
4.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
4.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
4.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
4.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
4.0
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
4.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
4.0
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
4.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
4.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
3.9
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
3.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
3.8
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
3.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
3.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
3.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
3.8
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
3.8
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
3.8
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
3.8
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
3.7
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
3.7
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
3.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
3.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
3.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
3.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
3.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
3.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
3.5
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
3.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
3.5
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
3.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
3.5
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
3.5
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
3.5
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
3.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
3.4
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.4
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
3.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
3.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
3.4
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
3.4
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
3.4
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
3.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
3.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
3.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
3.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
3.3
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
3.3
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
3.3
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
3.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
3.3
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
3.3
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
3.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
3.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
3.2
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
3.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
3.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
3.2
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
3.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
3.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
3.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
3.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
3.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
3.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
3.1
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
3.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
3.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
3.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
3.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
3.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
3.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
3.0
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
3.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
3.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
3.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
3.0
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
3.0
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
2.9
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
2.9
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
2.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
2.9
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
2.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.9
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
2.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
2.9
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
2.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
2.8
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
2.8
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
2.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
2.8
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
2.8
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
2.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
2.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
2.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
2.7
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
2.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
2.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
2.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
2.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
2.7
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
2.7
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
2.7
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
2.6
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
2.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
2.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
2.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.6
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
2.6
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
2.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
2.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
2.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
2.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
2.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
2.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
2.5
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
2.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
2.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
2.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
2.5
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
2.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
2.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
2.4
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
2.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
2.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
2.4
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
2.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
2.4
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
2.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
2.4
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
2.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
2.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
2.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
2.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
2.3
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
2.3
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
2.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
2.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
2.2
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
2.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
2.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
2.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
2.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
2.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
2.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
2.2
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
2.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
2.1
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.1
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
2.1
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
2.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
2.0
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.0
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
2.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
2.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
2.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
2.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
2.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
2.0
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
2.0
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
2.0
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
2.0
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
1.9
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
1.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
1.9
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
1.9
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
1.9
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
1.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
1.9
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
1.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.8
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
1.8
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.8
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.8
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
1.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
1.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
1.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.7
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
1.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
1.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
1.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
1.7
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.7
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
1.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
1.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
1.6
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
1.6
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
1.6
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
1.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
1.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
1.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.5
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.5
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
1.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
1.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
1.5
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
1.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
1.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
1.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
1.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
1.4
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
1.4
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
1.4
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1.4
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
1.4
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
1.3
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
1.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
1.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
1.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
1.3
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
1.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
1.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
1.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
1.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
1.2
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
1.2
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
1.2
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
1.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
1.2
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
1.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
1.1
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
1.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
1.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
1.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
1.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
1.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.0
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
1.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.9
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.9
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.8
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.7
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.5
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.5
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 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.
MMGT1 is not prognostic in Liver Hepatocellular Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
231
Samples
Sample
Description
TPM
DO48717
0 years, male, NA, stage:4, dead, 180 days
16.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
16.2
DO45297
0 years, female, NA, stage:4, dead, 1260 days
15.2
DO45155
0 years, male, NA, stage:2, alive, 2160 days
14.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
14.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
13.9
DO45299
0 years, female, NA, stage:1, alive, 1440 days
13.8
DO45237
0 years, male, NA, stage:2, alive, 900 days
13.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
11.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
11.3
DO50840
0 years, male, NA, stage:2, alive, 330 days
11.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
11.2
DO45245
0 years, female, NA, stage:2, dead, 240 days
10.9
DO23513
0 years, male, NA, stage:3, alive, 1200 days
10.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
10.6
DO45283
0 years, male, NA, stage:3, alive, 510 days
10.4
DO45267
0 years, male, NA, stage:3, dead, 570 days
10.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
10.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
10.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
9.9
DO45157
0 years, male, NA, stage:2, alive, 1980 days
9.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
8.9
DO45091
0 years, male, NA, stage:2, dead, 1320 days
8.7
DO23516
0 years, male, NA, stage:3, dead, 20 days
8.7
DO45305
0 years, male, NA, stage:4, alive, 300 days
8.6
DO45205
0 years, female, NA, stage:2, dead, 90 days
8.6
DO45289
0 years, female, NA, stage:3, alive, 360 days
8.3
DO45249
0 years, male, NA, stage:1, alive, 630 days
8.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
8.0
DO45159
0 years, male, NA, stage:3, alive, 1470 days
7.9
DO45211
0 years, male, NA, stage:3, alive, 240 days
7.8
DO45199
0 years, female, NA, stage:2, alive, 1350 days
7.7
DO23509
0 years, male, NA, stage:3, dead, 780 days
7.7
DO45171
0 years, male, NA, stage:3, alive, 600 days
7.3
DO45127
0 years, male, NA, stage:3, dead, 420 days
7.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
7.2
DO48747
0 years, male, NA, stage:3, alive, 540 days
7.2
DO45225
0 years, male, NA, stage:1, alive, 1050 days
6.9
DO50832
0 years, male, NA, stage:3, alive, 90 days
6.9
DO23521
0 years, male, NA, stage:3, alive, 1110 days
6.8
DO45251
0 years, female, NA, stage:2, alive, 900 days
6.7
DO45223
0 years, male, NA, stage:4, alive, 1020 days
6.4
DO45231
0 years, male, NA, stage:2, alive, 930 days
6.3
DO50778
0 years, male, NA, stage:4, alive, 630 days
6.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
6.2
DO48732
0 years, male, NA, stage:3, alive, 630 days
6.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
6.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
6.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
6.1
DO45207
0 years, male, NA, stage:1, alive, 1050 days
6.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
6.0
DO45135
0 years, male, NA, stage:1, alive, 1410 days
6.0
DO23519
0 years, male, NA, stage:3, alive, 630 days
6.0
DO45301
0 years, male, NA, stage:2, dead, 1440 days
5.9
DO50783
0 years, male, NA, stage:3, alive, 480 days
5.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
5.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
5.7
DO45149
0 years, female, NA, stage:2, alive, 1260 days
5.7
DO48720
0 years, female, NA, stage:2, alive, 570 days
5.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
5.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
5.6
DO45277
0 years, male, NA, stage:3, alive, 600 days
5.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
5.4
DO50819
0 years, female, NA, stage:2, alive, 510 days
5.4
DO50798
0 years, male, NA, stage:3, dead, 30 days
5.4
DO23527
0 years, male, NA, stage:1, alive, 1050 days
5.3
DO48746
0 years, male, NA, stage:3, alive, 570 days
5.3
DO45095
0 years, male, NA, stage:2, alive, 1620 days
5.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
5.2
DO50859
0 years, male, NA, stage:2, alive, 180 days
5.2
DO45113
0 years, male, NA, stage:3, alive, 1560 days
5.1
DO48700
0 years, female, NA, stage:2, alive, 810 days
5.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
5.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
5.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
5.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
5.1
DO45203
0 years, female, NA, stage:2, alive, 1170 days
5.0
DO48721
0 years, female, NA, stage:1, alive, 900 days
5.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
5.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
5.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
5.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
4.8
DO227801
0 years, female, NA, stage:1, alive, 660 days
4.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
4.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
4.8
DO23518
0 years, male, NA, stage:2, alive, 1320 days
4.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
4.7
DO45261
0 years, male, NA, stage:3, alive, 990 days
4.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
4.7
DO48704
0 years, female, NA, stage:3, alive, 750 days
4.7
DO23535
0 years, male, NA, stage:1, alive, 960 days
4.7
DO50805
0 years, male, NA, stage:2, alive, 690 days
4.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
4.7
DO48728
0 years, female, NA, stage:2, alive, 150 days
4.7
DO48672
0 years, male, NA, stage:2, alive, 450 days
4.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
4.6
DO50857
0 years, male, NA, stage:2, alive, 210 days
4.6
DO48757
0 years, female, NA, stage:3, alive, 480 days
4.6
DO50802
0 years, male, NA, stage:2, alive, 930 days
4.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
4.6
DO50855
0 years, male, NA, stage:2, alive, 570 days
4.5
DO23536
0 years, male, NA, stage:2, alive, 930 days
4.5
DO50808
0 years, male, NA, stage:2, alive, 570 days
4.5
DO45235
0 years, female, NA, stage:1, alive, 900 days
4.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
4.5
DO45163
0 years, male, NA, stage:2, alive, 960 days
4.4
DO45115
0 years, male, NA, stage:2, alive, 840 days
4.4
DO45111
0 years, male, NA, stage:2, alive, 1590 days
4.4
DO50785
0 years, male, NA, stage:4, dead, 90 days
4.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
4.3
DO50803
0 years, female, NA, stage:1, alive, 540 days
4.3
DO45221
0 years, female, NA, stage:4, dead, 390 days
4.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
4.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
4.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
4.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
4.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
4.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
4.1
DO23526
0 years, male, NA, stage:3, alive, 1050 days
4.1
DO45099
0 years, male, NA, stage:3, alive, 1590 days
4.1
DO48677
0 years, male, NA, stage:3, alive, 1140 days
4.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
4.1
DO48681
0 years, male, NA, stage:2, alive, 900 days
4.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
4.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
4.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
4.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
4.0
DO45201
0 years, male, NA, stage:1, alive, 900 days
4.0
DO48727
0 years, female, NA, stage:2, dead, 390 days
4.0
DO45092
0 years, male, NA, stage:4, dead, 1200 days
3.9
DO50809
0 years, male, NA, stage:3, dead, 720 days
3.9
DO48725
0 years, male, NA, stage:1, alive, 780 days
3.9
DO45191
0 years, female, NA, stage:2, alive, 1200 days
3.8
DO50800
0 years, male, NA, stage:2, alive, 510 days
3.8
DO48759
0 years, male, NA, stage:3, alive, 720 days
3.8
DO45169
0 years, male, NA, stage:3, alive, 1350 days
3.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
3.7
DO23545
0 years, male, NA, stage:2, dead, 570 days
3.7
DO23551
0 years, male, NA, stage:3, dead, 150 days
3.7
DO50787
0 years, male, NA, stage:3, alive, 480 days
3.7
DO45229
0 years, male, NA, stage:1, alive, 990 days
3.7
DO48712
0 years, male, NA, stage:2, alive, 810 days
3.7
DO50776
0 years, male, NA, stage:1, alive, 690 days
3.7
DO45187
0 years, female, NA, stage:1, alive, 1260 days
3.7
DO45133
0 years, male, NA, stage:3, dead, 660 days
3.6
DO23552
0 years, female, NA, stage:1, alive, 810 days
3.6
DO50850
0 years, male, NA, stage:3, alive, 720 days
3.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
3.6
DO23529
0 years, male, NA, stage:4, alive, 930 days
3.6
DO45096
0 years, male, NA, stage:2, dead, 1290 days
3.6
DO23510
0 years, female, NA, stage:2, alive, 870 days
3.6
DO23547
0 years, male, NA, stage:1, alive, 1020 days
3.6
DO23538
0 years, male, NA, stage:2, alive, 450 days
3.6
DO45243
0 years, female, NA, stage:3, alive, 930 days
3.5
DO45247
0 years, female, NA, stage:2, alive, 210 days
3.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
3.5
DO48730
0 years, female, NA, stage:2, alive, 630 days
3.5
DO45185
0 years, male, NA, stage:2, alive, 600 days
3.4
DO23550
0 years, male, NA, stage:1, alive, 990 days
3.4
DO23541
0 years, male, NA, stage:2, alive, 930 days
3.4
DO50822
0 years, male, NA, stage:2, alive, 510 days
3.4
DO45269
0 years, male, NA, stage:3, alive, 750 days
3.4
DO45281
0 years, male, NA, stage:4, alive, 750 days
3.4
DO50791
0 years, female, NA, stage:1, dead, 480 days
3.4
DO45093
0 years, male, NA, stage:2, dead, 720 days
3.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
3.3
DO23531
0 years, female, NA, stage:3, alive, 900 days
3.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
3.3
DO45181
0 years, female, NA, stage:2, alive, 1200 days
3.3
DO45193
0 years, female, NA, stage:4, dead, 120 days
3.3
DO45217
0 years, female, NA, stage:3, dead, 270 days
3.3
DO50816
0 years, male, NA, stage:2, alive, 390 days
3.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
3.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
3.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
3.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
3.2
DO45265
0 years, male, NA, stage:3, alive, 1020 days
3.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
3.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
3.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
3.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
3.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
3.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
3.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
3.0
DO45209
0 years, male, NA, stage:4, alive, 1350 days
3.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
3.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
2.9
DO48737
0 years, male, NA, stage:1, alive, 720 days
2.9
DO50844
0 years, male, NA, stage:4, alive, 300 days
2.9
DO48736
0 years, female, NA, stage:1, alive, 600 days
2.9
DO50818
0 years, male, NA, stage:2, alive, 510 days
2.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
2.8
DO48741
0 years, male, NA, stage:3, alive, 240 days
2.8
DO23508
0 years, female, NA, stage:2, alive, 390 days
2.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
2.7
DO45189
0 years, female, NA, stage:2, alive, 1200 days
2.7
DO50811
0 years, male, NA, stage:1, alive, 450 days
2.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
2.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
2.6
DO45227
0 years, female, NA, stage:2, alive, 1020 days
2.6
DO23515
0 years, male, NA, stage:2, alive, 1230 days
2.6
DO48715
0 years, female, NA, stage:2, dead, 690 days
2.5
DO48760
0 years, female, NA, stage:2, alive, 690 days
2.4
DO50839
0 years, female, NA, stage:3, alive, 330 days
2.4
DO50804
0 years, male, NA, stage:2, alive, 720 days
2.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
2.3
DO23533
0 years, male, NA, stage:2, alive, 900 days
2.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
2.2
DO45195
0 years, male, NA, stage:1, alive, 390 days
2.2
DO45109
0 years, male, NA, stage:2, alive, 1590 days
2.2
DO48742
0 years, male, NA, stage:2, alive, 600 days
2.2
DO23549
0 years, male, NA, stage:3, alive, 990 days
2.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
2.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
1.9
DO45215
0 years, male, NA, stage:2, alive, 1170 days
1.9
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1.9
DO23517
0 years, male, NA, stage:2, alive, 1200 days
1.8
DO48674
0 years, male, NA, stage:2, alive, 1260 days
1.8
DO50845
0 years, male, NA, stage:3, alive, 210 days
1.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
1.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
1.7
DO23539
0 years, male, NA, stage:1, alive, 1110 days
1.7
DO23512
0 years, male, NA, stage:1, alive, 1260 days
1.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
1.5
DO23548
0 years, female, NA, stage:1, alive, 840 days
1.4
DO45241
0 years, male, NA, stage:1, alive, 1080 days
1.3
DO23546
0 years, male, NA, stage:2, alive, 1050 days
1.3
DO227643
0 years, male, NA, stage:2, alive, 1260 days
1.3
DO50815
0 years, male, NA, stage:3, alive, 150 days
1.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.9
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.6
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
411
Tumor
1.1
481
Tumor
1.1
685
Tumor
1.0
1027
Tumor
1.0
527
Tumor
1.0
745
Tumor
1.0
192
Normal
1.0
914
Normal
0.9
785
Tumor
0.9
491
Tumor
0.8
697
Tumor
0.8
412
Normal
0.8
721
Tumor
0.8
741
Tumor
0.8
724
Normal
0.8
966
Normal
0.7
665
Tumor
0.7
557
Tumor
0.7
963
Tumor
0.7
851
Tumor
0.7
813
Tumor
0.7
957
Tumor
0.7
968
Normal
0.7
777
Tumor
0.7
125
Tumor
0.6
815
Tumor
0.6
873
Tumor
0.6
497
Tumor
0.6
261
Tumor
0.6
171
Tumor
0.6
217
Tumor
0.6
868
Normal
0.6
861
Tumor
0.6
227
Tumor
0.6
911
Tumor
0.6
814
Normal
0.5
213
Tumor
0.5
915
Tumor
0.5
435
Tumor
0.5
857
Tumor
0.5
327
Tumor
0.5
351
Tumor
0.5
135
Tumor
0.5
917
Tumor
0.5
445
Tumor
0.4
127
Tumor
0.4
535
Tumor
0.4
123
Tumor
0.4
921
Tumor
0.4
881
Tumor
0.4
186
Normal
0.4
1043
Tumor
0.4
713
Tumor
0.4
863
Tumor
0.4
786
Normal
0.4
746
Normal
0.4
913
Tumor
0.4
571
Tumor
0.4
482
Normal
0.4
1042
Normal
0.4
755
Tumor
0.4
188
Normal
0.4
191
Tumor
0.4
635
Tumor
0.3
355
Tumor
0.3
257
Tumor
0.3
975
Tumor
0.3
145
Tumor
0.3
137
Tumor
0.3
937
Tumor
0.3
627
Tumor
0.3
375
Tumor
0.3
493
Tumor
0.3
172
Normal
0.3
923
Tumor
0.3
161
Tumor
0.3
1045
Tumor
0.3
313
Tumor
0.3
433
Tumor
0.3
447
Tumor
0.3
615
Tumor
0.3
883
Tumor
0.3
964
Normal
0.2
283
Tumor
0.2
368
Normal
0.2
641
Tumor
0.2
816
Normal
0.2
196
Normal
0.2
742
Normal
0.2
866
Normal
0.2
211
Tumor
0.2
222
Normal
0.2
953
Tumor
0.2
415
Tumor
0.2
195
Tumor
0.2
647
Tumor
0.2
467
Tumor
0.2
112
Tumor
0.2
737
Tumor
0.2
487
Tumor
0.2
648
Normal
0.2
141
Tumor
0.2
525
Tumor
0.2
221
Tumor
0.2
778
Normal
0.2
431
Tumor
0.2
162
Normal
0.2
311
Tumor
0.2
214
Normal
0.2
142
Normal
0.2
218
Normal
0.2
185
Tumor
0.2
148
Normal
0.2
738
Normal
0.2
884
Normal
0.2
728
Normal
0.2
478
Normal
0.2
922
Normal
0.2
877
Tumor
0.2
976
Normal
0.2
384
Normal
0.2
867
Tumor
0.1
882
Normal
0.1
567
Tumor
0.1
618
Normal
0.1
1021
Tumor
0.1
187
Tumor
0.1
636
Normal
0.1
916
Normal
0.1
212
Normal
0.1
715
Tumor
0.1
515
Tumor
0.1
925
Tumor
0.1
128
Normal
0.1
537
Tumor
0.1
376
Normal
0.1
723
Tumor
0.1
744
Normal
0.1
926
Normal
0.1
864
Normal
0.1
267
Tumor
0.1
824
Normal
0.1
328
Normal
0.1
146
Normal
0.1
492
Normal
0.1
573
Tumor
0.1
472
Normal
0.1
918
Normal
0.1
124
Normal
0.1
147
Tumor
0.1
462
Normal
0.0
383
Tumor
0.0
536
Normal
0.0
494
Normal
0.0
341
Tumor
0.0
572
Normal
0.0
343
Tumor
0.0
628
Normal
0.0
662
Normal
0.0
965
Tumor
0.0
943
Tumor
0.0
356
Normal
0.0
523
Tumor
0.0
722
Normal
0.0
924
Normal
0.0
353
Tumor
0.0
558
Normal
0.0
483
Tumor
0.0
231
Tumor
0.0
695
Tumor
0.0
642
Normal
0.0
686
Normal
0.0
1022
Normal
0.0
954
Normal
0.0
878
Normal
0.0
862
Normal
0.0
451
Tumor
0.0
564
Normal
0.0
666
Normal
0.0
448
Normal
0.0
114
Normal
0.0
331
Tumor
0.0
132
Normal
0.0
1026
Normal
0.0
232
Normal
0.0
138
Normal
0.0
874
Normal
0.0
817
Tumor
0.0
616
Normal
0.0
852
Normal
-0.1
756
Normal
-0.1
126
Normal
-0.1
498
Normal
-0.1
1028
Normal
-0.1
696
Normal
-0.1
228
Normal
-0.1
466
Normal
-0.1
468
Normal
-0.1
568
Normal
-0.1
364
Normal
-0.1
858
Normal
-0.1
865
Tumor
-0.1
664
Normal
-0.1
514
Normal
-0.1
714
Normal
-0.1
513
Tumor
-0.1
955
Tumor
-0.1
958
Normal
-0.1
1041
Tumor
-0.1
111
Normal
-0.1
698
Normal
-0.1
818
Normal
-0.1
224
Normal
-0.1
136
Normal
-0.1
528
Normal
-0.1
223
Tumor
-0.1
436
Normal
-0.1
716
Normal
-0.1
1025
Tumor
-0.1
526
Normal
-0.1
463
Tumor
-0.1
416
Normal
-0.1
524
Normal
-0.1
474
Normal
-0.1
277
Tumor
-0.1
1044
Normal
-0.1
464
Normal
-0.1
455
Tumor
-0.2
284
Normal
-0.2
262
Normal
-0.2
444
Normal
-0.2
314
Normal
-0.2
473
Tumor
-0.2
434
Normal
-0.2
488
Normal
-0.2
516
Normal
-0.2
272
Normal
-0.2
113
Tumor
-0.2
432
Normal
-0.2
362
Normal
-0.2
518
Normal
-0.2
533
Tumor
-0.2
944
Normal
-0.2
545
Tumor
-0.2
268
Normal
-0.2
484
Normal
-0.2
465
Tumor
-0.2
938
Normal
-0.2
574
Normal
-0.2
956
Normal
-0.2
285
Tumor
-0.2
563
Tumor
-0.2
672
Normal
-0.2
258
Normal
-0.2
743
Tumor
-0.2
1046
Normal
-0.2
452
Normal
-0.2
477
Tumor
-0.3
617
Tumor
-0.3
456
Normal
-0.3
286
Normal
-0.3
271
Tumor
-0.3
952
Normal
-0.3
912
Normal
-0.3
727
Tumor
-0.3
361
Tumor
-0.3
344
Normal
-0.3
553
Tumor
-0.3
443
Tumor
-0.3
951
Tumor
-0.3
1032
Normal
-0.3
332
Normal
-0.3
546
Normal
-0.3
357
Tumor
-0.3
446
Normal
-0.3
534
Normal
-0.3
298
Normal
-0.4
297
Tumor
-0.4
554
Normal
-0.4
352
Normal
-0.4
365
Tumor
-0.4
538
Normal
-0.4
517
Tumor
-0.4
823
Tumor
-0.4
278
Normal
-0.4
461
Tumor
-0.4
363
Tumor
-0.5
661
Tumor
-0.5
366
Normal
-0.6
312
Normal
-0.6
671
Tumor
-0.6
367
Tumor
-0.6
663
Tumor
-0.6
131
Tumor
-0.6
1031
Tumor
-0.6
342
Normal
-0.6
471
Tumor
-0.6
967
Tumor
-0.7
354
Normal
-0.8
358
Normal
-0.9
385
Tumor
N/A
386
Normal
N/A
387
Tumor
N/A
388
Normal
N/A
391
Tumor
N/A
392
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
1016
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
1013
Tumor
N/A
977
Tumor
N/A
978
Normal
N/A
981
Tumor
N/A
982
Normal
N/A
983
Tumor
N/A
984
Normal
N/A
413
Tumor
N/A
414
Normal
N/A
421
Tumor
N/A
422
Normal
N/A
423
Tumor
N/A
424
Normal
N/A
425
Tumor
N/A
426
Normal
N/A
427
Tumor
N/A
428
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
