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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.
NFE2L2 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
38.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
125.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
110.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
110.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
109.1
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
99.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
91.4
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
90.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
90.4
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
88.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
88.4
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
87.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
87.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
84.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
84.7
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
82.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
82.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
79.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
78.8
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
77.2
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
77.0
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
77.0
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
75.7
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
75.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
74.2
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
72.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
71.7
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
71.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
71.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
70.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
70.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
68.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
67.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
67.5
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
67.3
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
66.6
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
66.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
66.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
65.1
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
64.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
64.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
64.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
64.5
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
63.1
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
63.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
62.4
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
62.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
62.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
62.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
61.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
60.2
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
60.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
59.8
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
59.6
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
59.6
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
59.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
59.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
58.7
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
58.7
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
57.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
57.4
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
57.1
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
57.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
57.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
57.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
56.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
56.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
55.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
55.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
55.5
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
55.4
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
55.4
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
55.4
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
55.1
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
54.7
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
53.6
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
53.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
53.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
53.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
52.8
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
52.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
52.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
52.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
52.1
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
51.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
51.8
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
51.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
51.4
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
51.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
51.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
51.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
51.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
50.3
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
49.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
49.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
49.5
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
49.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
48.4
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
48.3
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
48.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
48.1
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
48.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
47.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
47.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
47.0
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
46.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
46.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
46.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
46.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
46.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
46.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
46.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
45.8
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
45.6
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
45.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
45.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
45.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
44.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
44.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
44.2
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
44.1
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
44.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
43.8
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
43.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
43.8
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
43.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
43.6
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
43.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
43.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
43.4
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
43.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
43.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
43.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
43.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
42.8
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
42.5
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
42.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
42.4
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
42.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
42.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
42.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
41.9
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
41.8
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
41.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
41.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
41.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
41.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
40.9
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
40.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
40.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
40.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
40.6
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
40.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
40.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
40.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
39.9
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
39.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
39.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
39.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
39.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
39.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
38.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
38.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
38.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
38.5
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
38.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
38.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
38.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
38.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
37.9
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
37.3
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
37.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
37.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
37.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
36.9
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
36.8
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
36.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
36.7
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
36.6
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
36.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
36.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
36.5
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
36.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
36.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
36.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
36.1
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
35.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
35.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
35.7
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
35.5
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
34.9
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
34.8
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
34.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
34.7
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
34.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
34.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
34.3
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
34.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
34.2
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
34.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
34.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
34.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
33.7
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
33.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
33.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
33.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
33.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
33.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
32.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
32.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
32.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
32.1
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
31.9
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
31.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
31.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
31.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
31.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
31.1
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
30.7
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
30.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
29.9
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
29.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
29.5
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
29.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
29.2
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
29.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
29.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
29.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
29.1
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
29.0
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
29.0
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
28.7
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
28.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
28.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
28.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
28.4
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
28.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
28.4
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
28.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
28.1
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
27.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
27.8
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
27.7
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
27.5
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
27.5
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
27.2
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
27.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
27.1
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
26.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
26.7
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
26.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
26.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
26.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
25.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
25.7
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
25.7
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
25.6
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
25.6
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
25.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
25.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
25.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.0
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
25.0
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
24.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
24.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
24.6
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
24.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
24.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
24.0
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
24.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
24.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
23.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
23.5
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
23.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
23.1
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
22.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
22.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
22.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
22.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
22.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
22.0
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
21.9
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
21.8
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
21.8
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
21.8
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
21.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
21.6
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
21.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
21.4
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
21.1
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
21.1
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
20.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
20.8
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
20.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
20.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
20.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
20.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
19.5
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
19.1
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
19.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
19.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
18.9
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
18.7
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
18.5
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
18.5
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
18.2
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
17.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
17.7
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
17.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
17.3
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
17.2
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
16.9
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
16.8
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
16.4
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
16.1
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
16.1
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
15.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
15.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
15.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
15.1
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
14.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
14.9
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
14.9
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
14.8
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
14.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
14.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
14.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
14.3
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
14.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
14.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
14.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
13.8
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
13.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
13.6
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
13.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
13.5
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
13.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
13.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
12.7
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
12.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
12.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
11.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
11.6
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
11.3
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
11.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
10.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
10.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
10.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
10.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
9.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
9.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
9.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
8.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
7.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
7.7
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
7.6
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
7.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
7.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
5.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
4.7
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFE2L2 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
52.6
Number of samples
231
Samples
Sample
Description
TPM
DO45211
0 years, male, NA, stage:3, alive, 240 days
179.5
DO50778
0 years, male, NA, stage:4, alive, 630 days
117.6
DO48672
0 years, male, NA, stage:2, alive, 450 days
108.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
106.2
DO45261
0 years, male, NA, stage:3, alive, 990 days
104.3
DO45299
0 years, female, NA, stage:1, alive, 1440 days
103.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
103.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
102.5
DO23551
0 years, male, NA, stage:3, dead, 150 days
98.5
DO23513
0 years, male, NA, stage:3, alive, 1200 days
94.6
DO48682
0 years, female, NA, stage:3, dead, 120 days
93.6
DO50789
0 years, female, NA, stage:2, alive, 570 days
90.9
DO23512
0 years, male, NA, stage:1, alive, 1260 days
90.5
DO45107
0 years, female, NA, stage:2, alive, 1710 days
89.7
DO45277
0 years, male, NA, stage:3, alive, 600 days
89.1
DO23543
0 years, male, NA, stage:2, alive, 1020 days
86.7
DO45255
0 years, male, NA, stage:3, alive, 720 days
84.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
83.7
DO23530
0 years, male, NA, stage:4, dead, 180 days
83.1
DO50815
0 years, male, NA, stage:3, alive, 150 days
82.5
DO23531
0 years, female, NA, stage:3, alive, 900 days
82.3
DO23542
0 years, male, NA, stage:3, alive, 960 days
82.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
81.9
DO23546
0 years, male, NA, stage:2, alive, 1050 days
81.8
DO23517
0 years, male, NA, stage:2, alive, 1200 days
78.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
78.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
77.2
DO23529
0 years, male, NA, stage:4, alive, 930 days
76.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
75.5
DO45091
0 years, male, NA, stage:2, dead, 1320 days
75.0
DO45279
0 years, male, NA, stage:3, alive, 1290 days
74.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
74.3
DO23538
0 years, male, NA, stage:2, alive, 450 days
73.8
DO50818
0 years, male, NA, stage:2, alive, 510 days
73.5
DO45097
0 years, male, NA, stage:3, alive, 1620 days
72.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
72.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
70.6
DO48723
0 years, male, NA, stage:1, alive, 600 days
70.2
DO23533
0 years, male, NA, stage:2, alive, 900 days
69.8
DO227643
0 years, male, NA, stage:2, alive, 1260 days
69.7
DO45133
0 years, male, NA, stage:3, dead, 660 days
69.5
DO227801
0 years, female, NA, stage:1, alive, 660 days
69.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
69.5
DO50808
0 years, male, NA, stage:2, alive, 570 days
69.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
69.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
69.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
68.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
68.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
67.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
66.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
66.5
DO45113
0 years, male, NA, stage:3, alive, 1560 days
66.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
66.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
65.8
DO23527
0 years, male, NA, stage:1, alive, 1050 days
65.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
65.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
65.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
64.3
DO23547
0 years, male, NA, stage:1, alive, 1020 days
64.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
63.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
62.8
DO45129
0 years, male, NA, stage:3, alive, 1470 days
62.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
62.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
62.1
DO48733
0 years, male, NA, stage:2, alive, 600 days
62.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
61.8
DO50774
0 years, female, NA, stage:2, alive, 720 days
61.6
DO48720
0 years, female, NA, stage:2, alive, 570 days
61.3
DO23548
0 years, female, NA, stage:1, alive, 840 days
61.3
DO45117
0 years, female, NA, stage:2, dead, 1110 days
61.2
DO45199
0 years, female, NA, stage:2, alive, 1350 days
61.0
DO45195
0 years, male, NA, stage:1, alive, 390 days
61.0
DO45273
0 years, male, NA, stage:2, alive, 480 days
60.8
DO45225
0 years, male, NA, stage:1, alive, 1050 days
60.8
DO48677
0 years, male, NA, stage:3, alive, 1140 days
60.7
DO50825
0 years, male, NA, stage:2, alive, 390 days
58.9
DO48728
0 years, female, NA, stage:2, alive, 150 days
58.8
DO45123
0 years, female, NA, stage:2, dead, 570 days
58.3
DO45247
0 years, female, NA, stage:2, alive, 210 days
58.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
58.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
57.3
DO50803
0 years, female, NA, stage:1, alive, 540 days
56.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
56.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
55.7
DO48751
0 years, male, NA, stage:2, dead, 480 days
55.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
54.6
DO45096
0 years, male, NA, stage:2, dead, 1290 days
54.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
54.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
54.2
DO45223
0 years, male, NA, stage:4, alive, 1020 days
53.6
DO50804
0 years, male, NA, stage:2, alive, 720 days
53.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
53.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
53.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
53.1
DO45305
0 years, male, NA, stage:4, alive, 300 days
52.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
52.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
52.3
DO45094
0 years, male, NA, stage:3, alive, 1650 days
52.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
52.2
DO45135
0 years, male, NA, stage:1, alive, 1410 days
52.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
51.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
51.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
51.4
DO50816
0 years, male, NA, stage:2, alive, 390 days
50.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
50.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
50.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
50.8
DO45251
0 years, female, NA, stage:2, alive, 900 days
50.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
50.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
50.4
DO45177
0 years, female, NA, stage:3, alive, 1260 days
50.2
DO45269
0 years, male, NA, stage:3, alive, 750 days
49.9
DO45221
0 years, female, NA, stage:4, dead, 390 days
49.8
DO23535
0 years, male, NA, stage:1, alive, 960 days
49.5
DO48716
0 years, male, NA, stage:2, alive, 720 days
49.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
49.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
49.1
DO23549
0 years, male, NA, stage:3, alive, 990 days
48.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
48.9
DO45105
0 years, male, NA, stage:1, alive, 1680 days
48.7
DO45139
0 years, male, NA, stage:3, alive, 1320 days
48.6
DO23539
0 years, male, NA, stage:1, alive, 1110 days
48.6
DO45163
0 years, male, NA, stage:2, alive, 960 days
48.2
DO45155
0 years, male, NA, stage:2, alive, 2160 days
48.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
48.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
48.1
DO45303
0 years, female, NA, stage:3, alive, 990 days
47.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
47.7
DO23524
0 years, female, NA, stage:2, alive, 1050 days
47.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
47.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
47.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
47.2
DO48757
0 years, female, NA, stage:3, alive, 480 days
47.0
DO45131
0 years, male, NA, stage:4, dead, 360 days
46.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
46.3
DO48717
0 years, male, NA, stage:4, dead, 180 days
46.0
DO45267
0 years, male, NA, stage:3, dead, 570 days
45.9
DO23519
0 years, male, NA, stage:3, alive, 630 days
45.9
DO48730
0 years, female, NA, stage:2, alive, 630 days
45.8
DO23526
0 years, male, NA, stage:3, alive, 1050 days
45.6
DO45141
0 years, male, NA, stage:2, alive, 1320 days
45.4
DO48759
0 years, male, NA, stage:3, alive, 720 days
45.4
DO45157
0 years, male, NA, stage:2, alive, 1980 days
45.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
44.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
44.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
44.6
DO45229
0 years, male, NA, stage:1, alive, 990 days
44.2
DO48761
0 years, male, NA, stage:2, alive, 870 days
43.8
DO23521
0 years, male, NA, stage:3, alive, 1110 days
43.5
DO45185
0 years, male, NA, stage:2, alive, 600 days
43.4
DO50829
0 years, male, NA, stage:3, alive, 570 days
43.3
DO50859
0 years, male, NA, stage:2, alive, 180 days
43.1
DO50822
0 years, male, NA, stage:2, alive, 510 days
43.1
DO50776
0 years, male, NA, stage:1, alive, 690 days
43.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
43.0
DO45127
0 years, male, NA, stage:3, dead, 420 days
42.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
42.3
DO45207
0 years, male, NA, stage:1, alive, 1050 days
42.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
41.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
41.6
DO45115
0 years, male, NA, stage:2, alive, 840 days
41.5
DO48737
0 years, male, NA, stage:1, alive, 720 days
41.3
DO45103
0 years, male, NA, stage:3, alive, 450 days
41.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
41.0
DO45167
0 years, male, NA, stage:2, dead, 1440 days
40.9
DO45243
0 years, female, NA, stage:3, alive, 930 days
40.7
DO50798
0 years, male, NA, stage:3, dead, 30 days
40.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
40.5
DO45227
0 years, female, NA, stage:2, alive, 1020 days
40.4
DO45235
0 years, female, NA, stage:1, alive, 900 days
39.7
DO45219
0 years, male, NA, stage:2, alive, 1080 days
38.7
DO45099
0 years, male, NA, stage:3, alive, 1590 days
38.3
DO50844
0 years, male, NA, stage:4, alive, 300 days
38.1
DO50791
0 years, female, NA, stage:1, dead, 480 days
38.1
DO45189
0 years, female, NA, stage:2, alive, 1200 days
38.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
38.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
37.4
DO48679
0 years, male, NA, stage:2, alive, 1200 days
37.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
37.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
36.8
DO23532
0 years, female, NA, stage:1, alive, 960 days
36.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
36.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
35.5
DO45119
0 years, male, NA, stage:3, dead, 510 days
35.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
34.8
DO45173
0 years, male, NA, stage:3, alive, 1170 days
34.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
34.8
DO45289
0 years, female, NA, stage:3, alive, 360 days
34.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
34.3
DO45159
0 years, male, NA, stage:3, alive, 1470 days
34.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
33.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
33.5
DO45187
0 years, female, NA, stage:1, alive, 1260 days
33.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
33.1
DO45161
0 years, male, NA, stage:2, dead, 540 days
32.9
DO48712
0 years, male, NA, stage:2, alive, 810 days
32.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
32.7
DO23509
0 years, male, NA, stage:3, dead, 780 days
32.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
32.2
DO48741
0 years, male, NA, stage:3, alive, 240 days
32.2
DO48721
0 years, female, NA, stage:1, alive, 900 days
31.7
DO50845
0 years, male, NA, stage:3, alive, 210 days
31.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
31.1
DO45095
0 years, male, NA, stage:2, alive, 1620 days
31.0
DO45217
0 years, female, NA, stage:3, dead, 270 days
30.4
DO50799
0 years, female, NA, stage:2, alive, 540 days
30.3
DO48695
0 years, male, NA, stage:2, alive, 720 days
29.7
DO48674
0 years, male, NA, stage:2, alive, 1260 days
28.8
DO23552
0 years, female, NA, stage:1, alive, 810 days
28.5
DO23518
0 years, male, NA, stage:2, alive, 1320 days
27.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
27.3
DO23540
0 years, male, NA, stage:1, alive, 750 days
26.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
26.4
DO45171
0 years, male, NA, stage:3, alive, 600 days
26.4
DO45109
0 years, male, NA, stage:2, alive, 1590 days
26.2
DO23525
0 years, male, NA, stage:4, alive, 1050 days
25.8
DO48715
0 years, female, NA, stage:2, dead, 690 days
24.8
DO45257
0 years, male, NA, stage:3, alive, 810 days
24.2
DO48736
0 years, female, NA, stage:1, alive, 600 days
23.9
DO45191
0 years, female, NA, stage:2, alive, 1200 days
23.7
DO45241
0 years, male, NA, stage:1, alive, 1080 days
23.4
DO45209
0 years, male, NA, stage:4, alive, 1350 days
22.2
DO50840
0 years, male, NA, stage:2, alive, 330 days
21.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
20.1
DO50814
0 years, male, NA, stage:3, alive, 420 days
19.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
19.0
DO23508
0 years, female, NA, stage:2, alive, 390 days
17.6
DO48747
0 years, male, NA, stage:3, alive, 540 days
16.5
DO50839
0 years, female, NA, stage:3, alive, 330 days
12.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
12.7
DO45149
0 years, female, NA, stage:2, alive, 1260 days
8.6
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
