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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.
EGR1 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
33.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
294.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
260.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
248.7
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
233.9
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
205.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
198.8
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
152.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
150.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
147.1
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
137.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
136.1
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
134.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
132.6
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
129.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
125.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
125.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
125.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
123.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
121.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
111.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
109.3
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
108.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
99.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
99.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
97.7
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
94.2
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
92.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
91.3
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
91.2
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
89.2
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
84.8
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
84.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
84.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
82.4
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
80.1
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
77.8
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
77.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
76.2
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
75.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
74.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
73.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
72.9
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
72.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
70.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
70.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
69.6
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
68.2
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
68.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
67.5
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
66.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
65.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
64.5
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
64.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
64.5
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
63.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
62.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
62.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
61.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
61.6
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
61.5
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
60.7
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
60.6
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
60.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
59.7
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
59.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
58.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
58.5
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
58.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
57.8
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
55.9
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
53.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
52.9
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
51.8
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
51.6
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
50.0
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
48.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
48.5
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
47.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
46.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
46.3
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
46.2
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
46.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
45.9
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
45.2
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
44.7
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
44.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
44.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
44.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
43.8
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
42.5
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
42.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
42.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
41.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
41.9
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
41.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
41.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
40.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
40.6
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
40.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
40.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
40.0
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
39.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
39.2
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
39.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
39.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
39.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
38.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
38.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
37.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
37.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
36.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
36.4
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
35.3
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
34.9
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
34.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
33.9
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
33.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
32.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
31.9
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
31.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
31.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
31.4
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
31.1
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
30.9
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
30.4
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
30.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
29.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
29.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
29.3
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
29.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
28.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
28.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
28.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
27.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
27.8
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
27.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
27.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
27.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
27.1
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
27.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
26.7
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
26.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
26.3
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
26.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
25.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
25.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
25.4
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
25.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
24.9
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
24.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
24.4
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
24.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
24.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
24.0
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
23.7
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
23.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
23.5
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
23.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
23.2
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
23.1
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
22.4
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
22.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
22.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
21.8
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
21.7
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
21.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
20.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
20.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
20.5
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
20.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.1
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
20.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
19.8
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
19.8
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
19.5
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
19.3
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
19.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
19.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
19.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
19.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
19.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
18.9
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
18.9
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
18.7
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
18.4
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
18.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
17.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
17.9
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
17.9
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
17.3
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
17.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
16.8
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
16.7
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
16.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
16.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
16.6
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
16.4
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
16.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
15.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
15.9
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
15.7
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
14.9
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
14.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
14.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
14.5
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
14.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
14.1
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
14.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
14.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
14.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
13.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
13.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
13.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
12.8
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
12.8
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
12.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
12.7
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
12.7
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
12.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
12.3
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
12.0
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
11.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
11.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
11.8
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
11.7
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
11.6
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
11.6
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
11.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
11.4
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
11.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
11.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
10.9
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
10.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
10.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
10.7
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
10.6
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
10.2
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
10.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
10.1
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
9.9
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
9.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
9.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
9.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
9.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
9.5
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
9.3
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
9.3
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
9.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
9.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
9.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
9.0
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
9.0
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
8.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
8.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
8.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
8.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
8.6
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
8.6
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
8.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
8.2
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
8.2
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
8.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
8.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
7.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
7.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
7.5
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
7.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
7.3
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
7.3
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
7.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
7.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
7.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
7.1
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
7.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
7.0
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
7.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
7.0
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
7.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
6.9
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
6.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
6.9
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
6.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
6.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
6.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
6.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
6.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
6.4
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
6.4
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
6.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
6.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
6.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
6.2
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
6.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
6.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
6.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
6.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
5.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
5.6
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
5.4
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
5.4
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
5.4
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
5.4
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
5.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
5.3
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
5.3
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
5.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
5.2
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
5.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
5.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
4.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
4.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
4.8
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
4.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
4.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
4.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
4.5
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
4.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
4.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
4.5
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
4.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
4.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
4.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
4.3
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
4.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
4.0
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
3.9
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
3.7
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
3.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
3.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
3.7
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
3.6
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
3.5
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
3.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
3.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
3.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
3.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
3.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
3.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
2.9
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.8
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
2.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
2.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
2.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
2.4
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
2.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
2.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
2.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
2.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
2.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
2.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
1.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1.9
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
1.7
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.2
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
1.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.9
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 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.
EGR1 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
49.9
Number of samples
231
Samples
Sample
Description
TPM
DO48733
0 years, male, NA, stage:2, alive, 600 days
479.8
DO50845
0 years, male, NA, stage:3, alive, 210 days
364.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
333.4
DO23530
0 years, male, NA, stage:4, dead, 180 days
321.0
DO48725
0 years, male, NA, stage:1, alive, 780 days
250.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
231.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
217.6
DO50820
0 years, female, NA, stage:3, alive, 510 days
208.3
DO45201
0 years, male, NA, stage:1, alive, 900 days
208.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
203.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
201.6
DO48720
0 years, female, NA, stage:2, alive, 570 days
194.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
194.2
DO45181
0 years, female, NA, stage:2, alive, 1200 days
178.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
174.3
DO23551
0 years, male, NA, stage:3, dead, 150 days
169.3
DO23538
0 years, male, NA, stage:2, alive, 450 days
156.5
DO23523
0 years, male, NA, stage:3, alive, 1080 days
147.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
141.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
137.9
DO50819
0 years, female, NA, stage:2, alive, 510 days
137.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
134.2
DO45225
0 years, male, NA, stage:1, alive, 1050 days
125.0
DO45305
0 years, male, NA, stage:4, alive, 300 days
124.9
DO48761
0 years, male, NA, stage:2, alive, 870 days
124.2
DO45183
0 years, female, NA, stage:2, dead, 570 days
123.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
122.3
DO45251
0 years, female, NA, stage:2, alive, 900 days
122.2
DO45245
0 years, female, NA, stage:2, dead, 240 days
121.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
114.9
DO48760
0 years, female, NA, stage:2, alive, 690 days
113.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
110.4
DO45141
0 years, male, NA, stage:2, alive, 1320 days
109.4
DO23517
0 years, male, NA, stage:2, alive, 1200 days
107.5
DO45229
0 years, male, NA, stage:1, alive, 990 days
105.1
DO50793
0 years, male, NA, stage:4, alive, 540 days
100.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
99.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
97.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
93.0
DO45265
0 years, male, NA, stage:3, alive, 1020 days
92.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
92.5
DO50815
0 years, male, NA, stage:3, alive, 150 days
91.0
DO48723
0 years, male, NA, stage:1, alive, 600 days
89.9
DO23541
0 years, male, NA, stage:2, alive, 930 days
86.6
DO45157
0 years, male, NA, stage:2, alive, 1980 days
82.3
DO50787
0 years, male, NA, stage:3, alive, 480 days
81.7
DO45195
0 years, male, NA, stage:1, alive, 390 days
81.6
DO45233
0 years, male, NA, stage:3, alive, 900 days
79.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
77.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
76.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
75.7
DO48759
0 years, male, NA, stage:3, alive, 720 days
74.1
DO23535
0 years, male, NA, stage:1, alive, 960 days
73.9
DO50808
0 years, male, NA, stage:2, alive, 570 days
72.7
DO50774
0 years, female, NA, stage:2, alive, 720 days
71.7
DO45249
0 years, male, NA, stage:1, alive, 630 days
70.2
DO45213
0 years, male, NA, stage:1, alive, 1200 days
69.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
65.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
61.8
DO45283
0 years, male, NA, stage:3, alive, 510 days
61.7
DO23527
0 years, male, NA, stage:1, alive, 1050 days
61.5
DO45231
0 years, male, NA, stage:2, alive, 930 days
60.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
60.0
DO45167
0 years, male, NA, stage:2, dead, 1440 days
59.3
DO48700
0 years, female, NA, stage:2, alive, 810 days
59.3
DO45261
0 years, male, NA, stage:3, alive, 990 days
58.4
DO48728
0 years, female, NA, stage:2, alive, 150 days
56.4
DO45165
0 years, male, NA, stage:2, alive, 690 days
56.3
DO45301
0 years, male, NA, stage:2, dead, 1440 days
54.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
53.8
DO45289
0 years, female, NA, stage:3, alive, 360 days
52.8
DO50776
0 years, male, NA, stage:1, alive, 690 days
52.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
51.5
DO48737
0 years, male, NA, stage:1, alive, 720 days
48.9
DO23544
0 years, male, NA, stage:2, alive, 960 days
48.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
46.3
DO50805
0 years, male, NA, stage:2, alive, 690 days
43.9
DO45155
0 years, male, NA, stage:2, alive, 2160 days
40.4
DO227643
0 years, male, NA, stage:2, alive, 1260 days
40.1
DO45241
0 years, male, NA, stage:1, alive, 1080 days
40.1
DO23515
0 years, male, NA, stage:2, alive, 1230 days
39.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
39.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
39.0
DO45143
0 years, male, NA, stage:3, alive, 1290 days
38.3
DO45101
0 years, male, NA, stage:2, alive, 1680 days
37.6
DO50844
0 years, male, NA, stage:4, alive, 300 days
36.8
DO50806
0 years, male, NA, stage:4, alive, 540 days
36.5
DO227801
0 years, female, NA, stage:1, alive, 660 days
35.5
DO45153
0 years, female, NA, stage:2, alive, 1380 days
34.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
33.5
DO48704
0 years, female, NA, stage:3, alive, 750 days
31.9
DO45137
0 years, male, NA, stage:1, alive, 1320 days
31.5
DO23518
0 years, male, NA, stage:2, alive, 1320 days
31.4
DO48693
0 years, male, NA, stage:2, alive, 900 days
31.1
DO45221
0 years, female, NA, stage:4, dead, 390 days
30.9
DO45127
0 years, male, NA, stage:3, dead, 420 days
30.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
28.7
DO45281
0 years, male, NA, stage:4, alive, 750 days
28.4
DO45189
0 years, female, NA, stage:2, alive, 1200 days
28.2
DO45187
0 years, female, NA, stage:1, alive, 1260 days
27.7
DO45211
0 years, male, NA, stage:3, alive, 240 days
27.3
DO48730
0 years, female, NA, stage:2, alive, 630 days
27.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
26.6
DO48679
0 years, male, NA, stage:2, alive, 1200 days
26.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
25.0
DO45123
0 years, female, NA, stage:2, dead, 570 days
24.3
DO23548
0 years, female, NA, stage:1, alive, 840 days
23.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
23.8
DO45263
0 years, male, NA, stage:3, dead, 270 days
23.4
DO48747
0 years, male, NA, stage:3, alive, 540 days
23.2
DO45131
0 years, male, NA, stage:4, dead, 360 days
22.7
DO45107
0 years, female, NA, stage:2, alive, 1710 days
22.7
DO45115
0 years, male, NA, stage:2, alive, 840 days
22.4
DO23547
0 years, male, NA, stage:1, alive, 1020 days
22.2
DO50840
0 years, male, NA, stage:2, alive, 330 days
22.0
DO45235
0 years, female, NA, stage:1, alive, 900 days
21.4
DO23532
0 years, female, NA, stage:1, alive, 960 days
21.3
DO45145
0 years, male, NA, stage:3, dead, 60 days
21.3
DO48712
0 years, male, NA, stage:2, alive, 810 days
21.1
DO48715
0 years, female, NA, stage:2, dead, 690 days
21.1
DO45223
0 years, male, NA, stage:4, alive, 1020 days
20.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
20.1
DO50785
0 years, male, NA, stage:4, dead, 90 days
20.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
19.9
DO50809
0 years, male, NA, stage:3, dead, 720 days
19.9
DO45133
0 years, male, NA, stage:3, dead, 660 days
19.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
19.0
DO50789
0 years, female, NA, stage:2, alive, 570 days
19.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
18.7
DO23549
0 years, male, NA, stage:3, alive, 990 days
17.9
DO45121
0 years, male, NA, stage:3, alive, 1530 days
17.5
DO50857
0 years, male, NA, stage:2, alive, 210 days
17.3
DO45129
0 years, male, NA, stage:3, alive, 1470 days
16.9
DO23546
0 years, male, NA, stage:2, alive, 1050 days
16.7
DO45185
0 years, male, NA, stage:2, alive, 600 days
16.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
16.1
DO45303
0 years, female, NA, stage:3, alive, 990 days
16.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
15.9
DO45096
0 years, male, NA, stage:2, dead, 1290 days
15.9
DO45094
0 years, male, NA, stage:3, alive, 1650 days
15.4
DO45099
0 years, male, NA, stage:3, alive, 1590 days
14.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
14.7
DO45247
0 years, female, NA, stage:2, alive, 210 days
14.5
DO50791
0 years, female, NA, stage:1, dead, 480 days
14.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
14.1
DO23536
0 years, male, NA, stage:2, alive, 930 days
14.1
DO50822
0 years, male, NA, stage:2, alive, 510 days
13.7
DO48727
0 years, female, NA, stage:2, dead, 390 days
13.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
13.6
DO45173
0 years, male, NA, stage:3, alive, 1170 days
13.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
13.5
DO45177
0 years, female, NA, stage:3, alive, 1260 days
12.9
DO45257
0 years, male, NA, stage:3, alive, 810 days
12.9
DO45161
0 years, male, NA, stage:2, dead, 540 days
12.5
DO45285
0 years, male, NA, stage:3, alive, 480 days
12.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
12.4
DO45287
0 years, male, NA, stage:1, alive, 390 days
12.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
11.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
11.7
DO23514
0 years, male, NA, stage:2, alive, 1290 days
11.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
11.6
DO23540
0 years, male, NA, stage:1, alive, 750 days
11.5
DO45199
0 years, female, NA, stage:2, alive, 1350 days
11.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
10.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
10.1
DO45207
0 years, male, NA, stage:1, alive, 1050 days
9.9
DO45299
0 years, female, NA, stage:1, alive, 1440 days
9.8
DO48697
0 years, female, NA, stage:2, dead, 810 days
9.8
DO23529
0 years, male, NA, stage:4, alive, 930 days
9.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
9.4
DO50802
0 years, male, NA, stage:2, alive, 930 days
9.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
9.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
8.9
DO48672
0 years, male, NA, stage:2, alive, 450 days
8.8
DO48682
0 years, female, NA, stage:3, dead, 120 days
8.5
DO50859
0 years, male, NA, stage:2, alive, 180 days
7.7
DO45091
0 years, male, NA, stage:2, dead, 1320 days
7.5
DO48736
0 years, female, NA, stage:1, alive, 600 days
7.3
DO45217
0 years, female, NA, stage:3, dead, 270 days
7.2
DO23511
0 years, female, NA, stage:3, dead, 180 days
7.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
7.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
6.8
DO45237
0 years, male, NA, stage:2, alive, 900 days
6.7
DO45275
0 years, male, NA, stage:3, dead, 10 days
6.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
6.3
DO48681
0 years, male, NA, stage:2, alive, 900 days
6.3
DO50825
0 years, male, NA, stage:2, alive, 390 days
6.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
6.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
6.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
6.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
5.9
DO45175
0 years, male, NA, stage:2, alive, 1140 days
5.9
DO50818
0 years, male, NA, stage:2, alive, 510 days
5.9
DO45255
0 years, male, NA, stage:3, alive, 720 days
5.8
DO23525
0 years, male, NA, stage:4, alive, 1050 days
5.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
5.4
DO50799
0 years, female, NA, stage:2, alive, 540 days
5.4
DO48716
0 years, male, NA, stage:2, alive, 720 days
5.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
5.2
DO45277
0 years, male, NA, stage:3, alive, 600 days
4.8
DO45113
0 years, male, NA, stage:3, alive, 1560 days
4.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
4.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
4.6
DO48719
0 years, male, NA, stage:2, alive, 690 days
4.3
DO23516
0 years, male, NA, stage:3, dead, 20 days
4.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
4.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
4.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
4.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
3.8
DO50814
0 years, male, NA, stage:3, alive, 420 days
3.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
3.7
DO45117
0 years, female, NA, stage:2, dead, 1110 days
3.6
DO23533
0 years, male, NA, stage:2, alive, 900 days
3.4
DO45092
0 years, male, NA, stage:4, dead, 1200 days
3.3
DO48741
0 years, male, NA, stage:3, alive, 240 days
3.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
3.0
DO23508
0 years, female, NA, stage:2, alive, 390 days
3.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
2.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
2.9
DO48677
0 years, male, NA, stage:3, alive, 1140 days
2.8
DO45193
0 years, female, NA, stage:4, dead, 120 days
2.5
DO45209
0 years, male, NA, stage:4, alive, 1350 days
2.4
DO48746
0 years, male, NA, stage:3, alive, 570 days
2.1
DO23521
0 years, male, NA, stage:3, alive, 1110 days
2.1
DO23552
0 years, female, NA, stage:1, alive, 810 days
2.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
2.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
1.5
DO23509
0 years, male, NA, stage:3, dead, 780 days
1.4
DO23539
0 years, male, NA, stage:1, alive, 1110 days
1.3
DO23534
0 years, male, NA, stage:2, alive, 840 days
1.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
1.1
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
