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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.
TMED7 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
28.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
80.3
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
78.5
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
75.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
71.9
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
66.9
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
64.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
63.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
62.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
58.8
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
57.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
57.7
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
57.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
57.7
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
56.3
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
55.8
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
55.3
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
54.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
53.9
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
53.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
52.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
52.6
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
52.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
51.8
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
50.9
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
50.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
50.7
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
50.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
50.4
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
50.4
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
49.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
49.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
49.5
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
49.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
48.7
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
47.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
47.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
46.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
46.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
46.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
46.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
46.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
46.0
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
45.6
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
45.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
45.3
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
44.8
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
44.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
44.8
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
44.5
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
44.3
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
44.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
43.8
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
43.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
43.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
43.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
43.6
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
43.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
43.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
42.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
41.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
41.7
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
41.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
41.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
41.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
41.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
40.9
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
40.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
40.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
40.5
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
40.4
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
40.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
40.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
39.8
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
39.6
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
39.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
39.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
39.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
39.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
39.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
38.7
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
38.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
38.5
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
38.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
38.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
38.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
37.9
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
37.7
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
37.5
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
37.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
37.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
36.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
36.8
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
36.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
36.7
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
36.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
36.4
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
36.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
36.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
36.1
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
36.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
35.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
35.8
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
35.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
35.4
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
35.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
35.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
35.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
35.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
35.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
34.9
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
34.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
34.7
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
34.5
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
34.5
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
34.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
34.2
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
34.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
34.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
33.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
33.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
33.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
33.4
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
33.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
33.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
33.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
33.0
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
33.0
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
32.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
32.6
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
32.5
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
32.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
32.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
32.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
32.3
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
32.3
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
32.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
32.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
31.7
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
31.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
31.7
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
31.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
31.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
31.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
31.4
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
31.3
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
30.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
30.7
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
30.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
30.0
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
29.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
29.9
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
29.6
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
29.6
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
29.5
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
29.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
29.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
28.7
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
28.6
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
28.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
28.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
28.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
28.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
28.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
28.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
28.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
27.9
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
27.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
27.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
27.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
27.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
27.7
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
27.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
27.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
27.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
27.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
27.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
27.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
27.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
27.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
27.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
27.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
26.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
26.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
26.8
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
26.8
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
26.8
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
26.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
26.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
26.7
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
26.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
26.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
26.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
26.1
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
26.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
26.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
25.9
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
25.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
25.6
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
25.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
25.4
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
24.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
24.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
24.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
24.7
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
24.6
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
24.5
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
24.5
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
24.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
24.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
24.3
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
24.3
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
24.1
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
24.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
24.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
23.9
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
23.9
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
23.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
23.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
23.7
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
23.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
23.5
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
23.5
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.5
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
23.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
23.1
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
23.0
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
23.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
23.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
22.8
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
22.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
22.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
22.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
22.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
22.6
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
22.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
22.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
22.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
22.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
22.3
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
22.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
22.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
21.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
21.9
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
21.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
21.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
21.7
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
21.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
21.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
21.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
21.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
21.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
21.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
21.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
20.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
20.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
20.8
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
20.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
20.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
20.7
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
20.5
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
20.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
20.4
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
20.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
20.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
20.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
19.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
19.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
19.3
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
19.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
19.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
18.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
18.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
18.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
18.3
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
18.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
17.9
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
17.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
17.8
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
17.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
17.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
17.7
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
17.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
17.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
17.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
17.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
17.1
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
17.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
17.1
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
17.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
17.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
16.8
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
16.6
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
16.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
16.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
16.3
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
16.2
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
16.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
15.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
15.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
15.7
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
15.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
15.4
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
15.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
15.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
15.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
14.9
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
14.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
14.5
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
14.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
14.3
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
14.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
13.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
13.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
13.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
13.4
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
13.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
13.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
13.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
12.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
12.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
12.5
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
12.5
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
12.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
12.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
12.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
12.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
12.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
12.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
11.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
11.2
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
11.2
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
11.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
10.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
10.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
10.5
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
10.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
9.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.8
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
9.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
9.6
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
9.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
9.4
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
9.4
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
9.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
8.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
8.7
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
8.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
8.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
8.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
7.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
7.2
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
6.9
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
6.8
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
6.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
5.8
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
5.1
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
4.1
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
2.6
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
2.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 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.
TMED7 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
34.0
Number of samples
231
Samples
Sample
Description
TPM
DO45237
0 years, male, NA, stage:2, alive, 900 days
99.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
80.7
DO45117
0 years, female, NA, stage:2, dead, 1110 days
80.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
78.8
DO45227
0 years, female, NA, stage:2, alive, 1020 days
78.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
71.4
DO45125
0 years, male, NA, stage:3, alive, 1680 days
69.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
63.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
61.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
59.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
59.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
58.9
DO45257
0 years, male, NA, stage:3, alive, 810 days
58.8
DO45213
0 years, male, NA, stage:1, alive, 1200 days
57.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
56.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
56.3
DO45191
0 years, female, NA, stage:2, alive, 1200 days
56.2
DO50857
0 years, male, NA, stage:2, alive, 210 days
54.8
DO23510
0 years, female, NA, stage:2, alive, 870 days
54.2
DO45096
0 years, male, NA, stage:2, dead, 1290 days
53.7
DO45225
0 years, male, NA, stage:1, alive, 1050 days
53.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
52.6
DO45137
0 years, male, NA, stage:1, alive, 1320 days
52.5
DO45113
0 years, male, NA, stage:3, alive, 1560 days
52.4
DO48721
0 years, female, NA, stage:1, alive, 900 days
52.4
DO23536
0 years, male, NA, stage:2, alive, 930 days
49.2
DO48717
0 years, male, NA, stage:4, dead, 180 days
49.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
48.4
DO50840
0 years, male, NA, stage:2, alive, 330 days
48.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
48.1
DO23509
0 years, male, NA, stage:3, dead, 780 days
48.0
DO45219
0 years, male, NA, stage:2, alive, 1080 days
47.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
46.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
46.5
DO45183
0 years, female, NA, stage:2, dead, 570 days
46.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
46.4
DO45163
0 years, male, NA, stage:2, alive, 960 days
46.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
46.1
DO50850
0 years, male, NA, stage:3, alive, 720 days
45.8
DO45167
0 years, male, NA, stage:2, dead, 1440 days
45.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
45.5
DO45119
0 years, male, NA, stage:3, dead, 510 days
44.7
DO45247
0 years, female, NA, stage:2, alive, 210 days
44.3
DO50774
0 years, female, NA, stage:2, alive, 720 days
44.3
DO48682
0 years, female, NA, stage:3, dead, 120 days
44.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
43.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
42.9
DO48720
0 years, female, NA, stage:2, alive, 570 days
42.9
DO45139
0 years, male, NA, stage:3, alive, 1320 days
42.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
42.7
DO45169
0 years, male, NA, stage:3, alive, 1350 days
42.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
42.3
DO227801
0 years, female, NA, stage:1, alive, 660 days
42.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
42.1
DO23529
0 years, male, NA, stage:4, alive, 930 days
42.0
DO50825
0 years, male, NA, stage:2, alive, 390 days
42.0
DO23541
0 years, male, NA, stage:2, alive, 930 days
41.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
41.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
41.0
DO23538
0 years, male, NA, stage:2, alive, 450 days
40.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
40.5
DO45223
0 years, male, NA, stage:4, alive, 1020 days
40.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
40.0
DO45115
0 years, male, NA, stage:2, alive, 840 days
40.0
DO45261
0 years, male, NA, stage:3, alive, 990 days
39.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
39.9
DO48672
0 years, male, NA, stage:2, alive, 450 days
39.6
DO45153
0 years, female, NA, stage:2, alive, 1380 days
39.5
DO48712
0 years, male, NA, stage:2, alive, 810 days
39.5
DO45221
0 years, female, NA, stage:4, dead, 390 days
39.3
DO23524
0 years, female, NA, stage:2, alive, 1050 days
39.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
39.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
39.0
DO45157
0 years, male, NA, stage:2, alive, 1980 days
38.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
38.8
DO50793
0 years, male, NA, stage:4, alive, 540 days
38.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
38.3
DO45121
0 years, male, NA, stage:3, alive, 1530 days
38.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
38.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
37.9
DO45129
0 years, male, NA, stage:3, alive, 1470 days
37.8
DO50789
0 years, female, NA, stage:2, alive, 570 days
37.7
DO45217
0 years, female, NA, stage:3, dead, 270 days
37.6
DO45145
0 years, male, NA, stage:3, dead, 60 days
37.4
DO48742
0 years, male, NA, stage:2, alive, 600 days
37.2
DO45273
0 years, male, NA, stage:2, alive, 480 days
37.2
DO48723
0 years, male, NA, stage:1, alive, 600 days
37.0
DO45263
0 years, male, NA, stage:3, dead, 270 days
37.0
DO45127
0 years, male, NA, stage:3, dead, 420 days
37.0
DO50819
0 years, female, NA, stage:2, alive, 510 days
36.9
DO48746
0 years, male, NA, stage:3, alive, 570 days
36.7
DO50803
0 years, female, NA, stage:1, alive, 540 days
36.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
36.4
DO48681
0 years, male, NA, stage:2, alive, 900 days
36.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
35.8
DO23540
0 years, male, NA, stage:1, alive, 750 days
35.7
DO23535
0 years, male, NA, stage:1, alive, 960 days
35.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
35.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
35.2
DO23513
0 years, male, NA, stage:3, alive, 1200 days
35.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
35.1
DO48728
0 years, female, NA, stage:2, alive, 150 days
35.0
DO50802
0 years, male, NA, stage:2, alive, 930 days
35.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
34.9
DO23526
0 years, male, NA, stage:3, alive, 1050 days
34.5
DO45101
0 years, male, NA, stage:2, alive, 1680 days
34.3
DO23521
0 years, male, NA, stage:3, alive, 1110 days
34.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
33.9
DO45279
0 years, male, NA, stage:3, alive, 1290 days
33.8
DO50845
0 years, male, NA, stage:3, alive, 210 days
33.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
33.6
DO48730
0 years, female, NA, stage:2, alive, 630 days
33.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
33.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
33.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
32.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
32.5
DO45175
0 years, male, NA, stage:2, alive, 1140 days
32.0
DO48760
0 years, female, NA, stage:2, alive, 690 days
31.9
DO45187
0 years, female, NA, stage:1, alive, 1260 days
31.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
30.9
DO45229
0 years, male, NA, stage:1, alive, 990 days
30.8
DO45243
0 years, female, NA, stage:3, alive, 930 days
30.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
30.2
DO45107
0 years, female, NA, stage:2, alive, 1710 days
30.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
30.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
30.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
29.6
DO45205
0 years, female, NA, stage:2, dead, 90 days
29.5
DO48725
0 years, male, NA, stage:1, alive, 780 days
29.5
DO48727
0 years, female, NA, stage:2, dead, 390 days
29.4
DO45199
0 years, female, NA, stage:2, alive, 1350 days
29.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
29.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
29.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
28.9
DO23550
0 years, male, NA, stage:1, alive, 990 days
28.6
DO23537
0 years, male, NA, stage:2, dead, 900 days
28.5
DO48695
0 years, male, NA, stage:2, alive, 720 days
28.5
DO45185
0 years, male, NA, stage:2, alive, 600 days
28.4
DO45281
0 years, male, NA, stage:4, alive, 750 days
28.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
28.2
DO48743
0 years, female, NA, stage:2, alive, 570 days
28.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
27.6
DO23512
0 years, male, NA, stage:1, alive, 1260 days
27.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
27.5
DO50807
0 years, male, NA, stage:1, alive, 540 days
27.4
DO45131
0 years, male, NA, stage:4, dead, 360 days
27.4
DO48706
0 years, male, NA, stage:2, alive, 870 days
27.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
27.1
DO50778
0 years, male, NA, stage:4, alive, 630 days
26.8
DO45299
0 years, female, NA, stage:1, alive, 1440 days
26.8
DO45283
0 years, male, NA, stage:3, alive, 510 days
26.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
26.3
DO45149
0 years, female, NA, stage:2, alive, 1260 days
26.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
26.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
26.1
DO45095
0 years, male, NA, stage:2, alive, 1620 days
26.1
DO45155
0 years, male, NA, stage:2, alive, 2160 days
26.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
26.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
25.8
DO23546
0 years, male, NA, stage:2, alive, 1050 days
25.7
DO45105
0 years, male, NA, stage:1, alive, 1680 days
25.7
DO23549
0 years, male, NA, stage:3, alive, 990 days
25.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
25.5
DO50804
0 years, male, NA, stage:2, alive, 720 days
25.5
DO23531
0 years, female, NA, stage:3, alive, 900 days
25.3
DO48759
0 years, male, NA, stage:3, alive, 720 days
25.2
DO45305
0 years, male, NA, stage:4, alive, 300 days
25.2
DO45179
0 years, female, NA, stage:2, alive, 600 days
24.9
DO45165
0 years, male, NA, stage:2, alive, 690 days
24.8
DO227643
0 years, male, NA, stage:2, alive, 1260 days
24.5
DO45245
0 years, female, NA, stage:2, dead, 240 days
24.5
DO23552
0 years, female, NA, stage:1, alive, 810 days
24.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
24.3
DO23517
0 years, male, NA, stage:2, alive, 1200 days
24.2
DO50776
0 years, male, NA, stage:1, alive, 690 days
24.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
24.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
24.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
23.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
23.5
DO45303
0 years, female, NA, stage:3, alive, 990 days
23.4
DO45259
0 years, male, NA, stage:3, alive, 330 days
23.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
23.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
22.8
DO48697
0 years, female, NA, stage:2, dead, 810 days
22.7
DO50813
0 years, male, NA, stage:2, alive, 420 days
22.7
DO50783
0 years, male, NA, stage:3, alive, 480 days
22.5
DO50809
0 years, male, NA, stage:3, dead, 720 days
22.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
22.3
DO23511
0 years, female, NA, stage:3, dead, 180 days
22.3
DO50815
0 years, male, NA, stage:3, alive, 150 days
21.7
DO23544
0 years, male, NA, stage:2, alive, 960 days
21.7
DO45181
0 years, female, NA, stage:2, alive, 1200 days
21.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
21.4
DO48679
0 years, male, NA, stage:2, alive, 1200 days
21.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
21.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
20.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
20.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
20.6
DO23534
0 years, male, NA, stage:2, alive, 840 days
20.3
DO45193
0 years, female, NA, stage:4, dead, 120 days
20.0
DO48736
0 years, female, NA, stage:1, alive, 600 days
19.9
DO45241
0 years, male, NA, stage:1, alive, 1080 days
19.8
DO23525
0 years, male, NA, stage:4, alive, 1050 days
19.7
DO45285
0 years, male, NA, stage:3, alive, 480 days
19.6
DO48757
0 years, female, NA, stage:3, alive, 480 days
19.5
DO50805
0 years, male, NA, stage:2, alive, 690 days
19.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
18.9
DO50806
0 years, male, NA, stage:4, alive, 540 days
18.6
DO48741
0 years, male, NA, stage:3, alive, 240 days
18.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
18.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
18.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
17.6
DO23548
0 years, female, NA, stage:1, alive, 840 days
17.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
17.1
DO50817
0 years, male, NA, stage:2, alive, 390 days
16.9
DO23523
0 years, male, NA, stage:3, alive, 1080 days
16.8
DO50818
0 years, male, NA, stage:2, alive, 510 days
16.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
16.5
DO23508
0 years, female, NA, stage:2, alive, 390 days
16.5
DO45267
0 years, male, NA, stage:3, dead, 570 days
16.4
DO23547
0 years, male, NA, stage:1, alive, 1020 days
15.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
15.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
15.3
DO45289
0 years, female, NA, stage:3, alive, 360 days
14.8
DO23543
0 years, male, NA, stage:2, alive, 1020 days
14.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
14.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
13.6
DO48674
0 years, male, NA, stage:2, alive, 1260 days
11.8
DO50814
0 years, male, NA, stage:3, alive, 420 days
9.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
8.7
DO50839
0 years, female, NA, stage:3, alive, 330 days
5.1
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
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
