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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.
EPCAM 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
38.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
674.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
526.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
512.8
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
467.3
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
440.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
419.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
384.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
378.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
375.8
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
366.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
339.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
320.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
306.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
269.6
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
268.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
265.6
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
264.8
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
246.1
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
237.0
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
234.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
228.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
219.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
214.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
207.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
203.8
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
198.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
197.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
185.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
184.0
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
182.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
181.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
178.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
176.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
175.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
166.9
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
123.9
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
122.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
113.1
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
108.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
95.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
95.6
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
94.5
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
90.9
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
89.6
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
89.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
87.9
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
87.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
85.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
76.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
69.8
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
67.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
65.2
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
60.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
58.8
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
58.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
58.3
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
57.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
54.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
53.7
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
53.5
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
51.5
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
50.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
49.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
48.9
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
47.2
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
44.8
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
43.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
42.4
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
40.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
40.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
39.1
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
38.9
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
37.3
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
37.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
36.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
35.8
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
33.3
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
32.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
32.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
32.2
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
30.4
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
28.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
28.8
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
28.7
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
26.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
24.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
22.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
22.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
21.6
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
21.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
20.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
19.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
17.9
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
17.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
16.8
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
16.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
15.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
14.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
14.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
13.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
12.7
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
12.6
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
12.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
11.9
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
11.8
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
11.6
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
11.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
11.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
10.9
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
10.7
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
10.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
9.0
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
8.6
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
8.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
8.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
7.9
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
7.7
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
7.4
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
7.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
7.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
6.8
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
6.7
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
6.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
6.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
6.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
6.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
6.0
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
5.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
5.4
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
5.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
4.2
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
4.1
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
3.9
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
3.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
3.7
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
3.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
3.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
3.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
3.1
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
2.9
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
2.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
2.6
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
2.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
2.4
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.3
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
2.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
2.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
2.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
2.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
2.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
1.9
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.8
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.7
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
1.7
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
1.7
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
1.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
1.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
1.5
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
1.5
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
1.4
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
1.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
1.3
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
1.2
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
1.2
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
1.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
1.1
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
1.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
1.0
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
1.0
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
1.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.9
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.8
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.8
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.8
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.8
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.7
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.6
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.6
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
0.6
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.5
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.5
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
0.5
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.5
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
0.4
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.4
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.4
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.4
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.4
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.3
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.3
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.3
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
0.3
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.3
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.3
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.3
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.2
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
0.2
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.2
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.2
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
0.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
0.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.2
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
0.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.2
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.2
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.2
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.2
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.2
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.1
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.1
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
0.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.1
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.1
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
0.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.1
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.1
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.1
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.1
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.1
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.1
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.1
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.0
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.0
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.0
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.0
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.0
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.0
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.0
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.0
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.0
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.0
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.0
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.0
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.0
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.0
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.0
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.0
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 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.
EPCAM 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
40.6
Number of samples
231
Samples
Sample
Description
TPM
DO45299
0 years, female, NA, stage:1, alive, 1440 days
691.4
DO45127
0 years, male, NA, stage:3, dead, 420 days
523.5
DO45301
0 years, male, NA, stage:2, dead, 1440 days
434.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
418.2
DO45303
0 years, female, NA, stage:3, alive, 990 days
412.1
DO45245
0 years, female, NA, stage:2, dead, 240 days
399.5
DO45297
0 years, female, NA, stage:4, dead, 1260 days
368.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
363.8
DO50785
0 years, male, NA, stage:4, dead, 90 days
325.3
DO45249
0 years, male, NA, stage:1, alive, 630 days
284.7
DO45289
0 years, female, NA, stage:3, alive, 360 days
258.9
DO48697
0 years, female, NA, stage:2, dead, 810 days
257.1
DO23515
0 years, male, NA, stage:2, alive, 1230 days
248.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
244.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
242.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
241.6
DO45189
0 years, female, NA, stage:2, alive, 1200 days
226.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
222.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
196.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
189.2
DO23528
0 years, female, NA, stage:2, alive, 1020 days
183.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
181.4
DO45137
0 years, male, NA, stage:1, alive, 1320 days
162.5
DO45251
0 years, female, NA, stage:2, alive, 900 days
140.4
DO23552
0 years, female, NA, stage:1, alive, 810 days
136.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
131.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
128.9
DO50811
0 years, male, NA, stage:1, alive, 450 days
120.3
DO45243
0 years, female, NA, stage:3, alive, 930 days
94.8
DO48681
0 years, male, NA, stage:2, alive, 900 days
87.0
DO45165
0 years, male, NA, stage:2, alive, 690 days
82.9
DO23537
0 years, male, NA, stage:2, dead, 900 days
76.8
DO45187
0 years, female, NA, stage:1, alive, 1260 days
64.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
63.8
DO48712
0 years, male, NA, stage:2, alive, 810 days
63.8
DO45247
0 years, female, NA, stage:2, alive, 210 days
55.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
49.4
DO50806
0 years, male, NA, stage:4, alive, 540 days
48.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
47.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
47.5
DO45233
0 years, male, NA, stage:3, alive, 900 days
42.8
DO45103
0 years, male, NA, stage:3, alive, 450 days
41.6
DO45205
0 years, female, NA, stage:2, dead, 90 days
39.7
DO45259
0 years, male, NA, stage:3, alive, 330 days
39.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
37.3
DO48730
0 years, female, NA, stage:2, alive, 630 days
35.5
DO45217
0 years, female, NA, stage:3, dead, 270 days
35.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
34.4
DO45173
0 years, male, NA, stage:3, alive, 1170 days
33.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
29.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
28.2
DO48723
0 years, male, NA, stage:1, alive, 600 days
26.8
DO45135
0 years, male, NA, stage:1, alive, 1410 days
25.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
23.3
DO45191
0 years, female, NA, stage:2, alive, 1200 days
22.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
21.1
DO45181
0 years, female, NA, stage:2, alive, 1200 days
20.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
19.6
DO50839
0 years, female, NA, stage:3, alive, 330 days
19.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
18.2
DO45237
0 years, male, NA, stage:2, alive, 900 days
18.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
17.7
DO23545
0 years, male, NA, stage:2, dead, 570 days
16.9
DO45095
0 years, male, NA, stage:2, alive, 1620 days
15.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
12.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
11.7
DO23546
0 years, male, NA, stage:2, alive, 1050 days
11.4
DO45197
0 years, male, NA, stage:2, alive, 1170 days
11.2
DO48728
0 years, female, NA, stage:2, alive, 150 days
11.0
DO23510
0 years, female, NA, stage:2, alive, 870 days
10.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
9.1
DO45203
0 years, female, NA, stage:2, alive, 1170 days
8.3
DO23530
0 years, male, NA, stage:4, dead, 180 days
7.3
DO45157
0 years, male, NA, stage:2, alive, 1980 days
6.9
DO50789
0 years, female, NA, stage:2, alive, 570 days
6.6
DO45177
0 years, female, NA, stage:3, alive, 1260 days
6.2
DO45273
0 years, male, NA, stage:2, alive, 480 days
6.0
DO45231
0 years, male, NA, stage:2, alive, 930 days
5.8
DO48732
0 years, male, NA, stage:3, alive, 630 days
5.5
DO23508
0 years, female, NA, stage:2, alive, 390 days
5.4
DO45113
0 years, male, NA, stage:3, alive, 1560 days
5.3
DO48725
0 years, male, NA, stage:1, alive, 780 days
4.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
4.2
DO48717
0 years, male, NA, stage:4, dead, 180 days
3.6
DO45207
0 years, male, NA, stage:1, alive, 1050 days
3.4
DO50799
0 years, female, NA, stage:2, alive, 540 days
3.3
DO45229
0 years, male, NA, stage:1, alive, 990 days
3.3
DO45223
0 years, male, NA, stage:4, alive, 1020 days
3.0
DO50809
0 years, male, NA, stage:3, dead, 720 days
2.9
DO23513
0 years, male, NA, stage:3, alive, 1200 days
2.8
DO45263
0 years, male, NA, stage:3, dead, 270 days
2.8
DO45155
0 years, male, NA, stage:2, alive, 2160 days
2.5
DO23551
0 years, male, NA, stage:3, dead, 150 days
2.5
DO45221
0 years, female, NA, stage:4, dead, 390 days
2.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
2.0
DO45267
0 years, male, NA, stage:3, dead, 570 days
1.8
DO50776
0 years, male, NA, stage:1, alive, 690 days
1.8
DO227801
0 years, female, NA, stage:1, alive, 660 days
1.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
1.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
1.3
DO50850
0 years, male, NA, stage:3, alive, 720 days
1.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
1.1
DO50805
0 years, male, NA, stage:2, alive, 690 days
1.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
1.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
1.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
1.0
DO48737
0 years, male, NA, stage:1, alive, 720 days
1.0
DO45153
0 years, female, NA, stage:2, alive, 1380 days
0.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.9
DO45281
0 years, male, NA, stage:4, alive, 750 days
0.8
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
0.7
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.7
DO23523
0 years, male, NA, stage:3, alive, 1080 days
0.7
DO48747
0 years, male, NA, stage:3, alive, 540 days
0.6
DO45225
0 years, male, NA, stage:1, alive, 1050 days
0.6
DO45239
0 years, male, NA, stage:2, alive, 870 days
0.6
DO50845
0 years, male, NA, stage:3, alive, 210 days
0.5
DO48733
0 years, male, NA, stage:2, alive, 600 days
0.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.4
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.4
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.4
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.4
DO45219
0 years, male, NA, stage:2, alive, 1080 days
0.4
DO50800
0 years, male, NA, stage:2, alive, 510 days
0.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
0.4
DO23519
0 years, male, NA, stage:3, alive, 630 days
0.4
DO45199
0 years, female, NA, stage:2, alive, 1350 days
0.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
0.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
0.4
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.4
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.3
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.3
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.3
DO23547
0 years, male, NA, stage:1, alive, 1020 days
0.3
DO45141
0 years, male, NA, stage:2, alive, 1320 days
0.3
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.3
DO45161
0 years, male, NA, stage:2, dead, 540 days
0.3
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.3
DO45159
0 years, male, NA, stage:3, alive, 1470 days
0.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
0.2
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.2
DO45131
0 years, male, NA, stage:4, dead, 360 days
0.2
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.2
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.2
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
0.2
DO45129
0 years, male, NA, stage:3, alive, 1470 days
0.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
0.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
0.2
DO23540
0 years, male, NA, stage:1, alive, 750 days
0.2
DO48704
0 years, female, NA, stage:3, alive, 750 days
0.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
0.2
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.2
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.2
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.2
DO48743
0 years, female, NA, stage:2, alive, 570 days
0.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
0.2
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.2
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
0.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
0.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
0.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
0.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.2
DO50829
0 years, male, NA, stage:3, alive, 570 days
0.2
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.1
DO45115
0 years, male, NA, stage:2, alive, 840 days
0.1
DO50791
0 years, female, NA, stage:1, dead, 480 days
0.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.1
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.1
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.1
DO48682
0 years, female, NA, stage:3, dead, 120 days
0.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
0.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
0.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.1
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.1
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.1
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.1
DO48672
0 years, male, NA, stage:2, alive, 450 days
0.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.1
DO23525
0 years, male, NA, stage:4, alive, 1050 days
0.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.1
DO45179
0 years, female, NA, stage:2, alive, 600 days
0.1
DO23536
0 years, male, NA, stage:2, alive, 930 days
0.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
0.1
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.1
DO50787
0 years, male, NA, stage:3, alive, 480 days
0.1
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.1
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
0.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
0.1
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
0.1
DO23539
0 years, male, NA, stage:1, alive, 1110 days
0.1
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.1
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
0.1
DO45092
0 years, male, NA, stage:4, dead, 1200 days
0.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.1
DO23509
0 years, male, NA, stage:3, dead, 780 days
0.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
0.1
DO45265
0 years, male, NA, stage:3, alive, 1020 days
0.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.0
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.0
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.0
DO23549
0 years, male, NA, stage:3, alive, 990 days
0.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.0
DO23511
0 years, female, NA, stage:3, dead, 180 days
0.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
0.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.0
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.0
DO50814
0 years, male, NA, stage:3, alive, 420 days
0.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
3.9
951
Tumor
3.7
921
Tumor
3.4
975
Tumor
3.2
553
Tumor
3.1
743
Tumor
3.0
221
Tumor
2.7
641
Tumor
2.7
271
Tumor
2.7
883
Tumor
2.7
331
Tumor
2.6
881
Tumor
2.6
385
Tumor
2.5
1031
Tumor
2.5
413
Tumor
2.4
877
Tumor
2.2
131
Tumor
2.2
697
Tumor
1.9
671
Tumor
1.9
367
Tumor
1.8
1021
Tumor
1.8
1025
Tumor
1.7
817
Tumor
1.6
545
Tumor
1.5
416
Normal
1.3
231
Tumor
1.2
527
Tumor
1.1
967
Tumor
1.0
447
Tumor
1.0
537
Tumor
0.9
395
Tumor
0.9
925
Tumor
0.9
525
Tumor
0.9
983
Tumor
0.8
387
Tumor
0.7
351
Tumor
0.6
297
Tumor
0.6
422
Normal
0.6
737
Tumor
0.6
473
Tumor
0.5
533
Tumor
0.5
386
Normal
0.4
411
Tumor
0.4
517
Tumor
0.4
185
Tumor
0.4
917
Tumor
0.3
483
Tumor
0.3
823
Tumor
0.3
956
Normal
0.3
1043
Tumor
0.2
227
Tumor
0.2
874
Normal
0.2
341
Tumor
0.2
192
Normal
0.1
852
Normal
0.1
1042
Normal
0.1
195
Tumor
0.1
312
Normal
0.1
455
Tumor
0.1
513
Tumor
0.0
952
Normal
0.0
262
Normal
0.0
214
Normal
-0.1
478
Normal
-0.1
865
Tumor
-0.1
212
Normal
-0.1
272
Normal
-0.1
188
Normal
-0.1
268
Normal
-0.2
222
Normal
-0.2
415
Tumor
-0.2
916
Normal
-0.2
472
Normal
-0.2
393
Tumor
-0.2
672
Normal
-0.3
538
Normal
-0.3
516
Normal
-0.3
923
Tumor
-0.3
884
Normal
-0.3
1022
Normal
-0.3
427
Tumor
-0.4
171
Tumor
-0.4
1032
Normal
-0.5
536
Normal
-0.5
977
Tumor
-0.5
618
Normal
-0.5
363
Tumor
-0.5
343
Tumor
-0.5
814
Normal
-0.5
976
Normal
-0.5
126
Normal
-0.5
474
Normal
-0.5
922
Normal
-0.5
744
Normal
-0.5
412
Normal
-0.5
918
Normal
-0.5
924
Normal
-0.6
388
Normal
-0.6
492
Normal
-0.6
642
Normal
-0.6
857
Tumor
-0.6
332
Normal
-0.6
546
Normal
-0.6
1028
Normal
-0.6
277
Tumor
-0.6
944
Normal
-0.7
574
Normal
-0.7
563
Tumor
-0.7
396
Normal
-0.7
228
Normal
-0.7
384
Normal
-0.7
524
Normal
-0.7
882
Normal
-0.7
284
Normal
-0.7
968
Normal
-0.8
392
Normal
-0.8
391
Tumor
-0.8
328
Normal
-0.8
738
Normal
-0.8
1044
Normal
-0.8
362
Normal
-0.8
217
Tumor
-0.8
258
Normal
-0.8
816
Normal
-0.8
982
Normal
-0.8
456
Normal
-0.9
278
Normal
-0.9
558
Normal
-0.9
462
Normal
-0.9
138
Normal
-0.9
953
Tumor
-0.9
534
Normal
-0.9
813
Tumor
-0.9
424
Normal
-0.9
368
Normal
-0.9
958
Normal
-0.9
414
Normal
-0.9
218
Normal
-0.9
434
Normal
-1.0
498
Normal
-1.0
394
Normal
-1.0
311
Tumor
-1.0
191
Tumor
-1.0
528
Normal
-1.0
1026
Normal
-1.0
716
Normal
-1.0
722
Normal
-1.0
283
Tumor
-1.0
232
Normal
-1.0
966
Normal
-1.0
444
Normal
-1.1
728
Normal
-1.1
314
Normal
-1.1
698
Normal
-1.1
426
Normal
-1.1
448
Normal
-1.1
146
Normal
-1.1
461
Tumor
-1.2
1027
Tumor
-1.2
452
Normal
-1.2
914
Normal
-1.2
364
Normal
-1.2
494
Normal
-1.2
267
Tumor
-1.2
211
Tumor
-1.2
864
Normal
-1.3
366
Normal
-1.3
818
Normal
-1.3
132
Normal
-1.3
356
Normal
-1.3
954
Normal
-1.3
428
Normal
-1.3
421
Tumor
-1.3
938
Normal
-1.3
482
Normal
-1.3
724
Normal
-1.3
468
Normal
-1.4
978
Normal
-1.4
127
Tumor
-1.4
172
Normal
-1.4
647
Tumor
-1.4
257
Tumor
-1.4
964
Normal
-1.4
878
Normal
-1.4
313
Tumor
-1.4
128
Normal
-1.4
196
Normal
-1.5
662
Normal
-1.5
477
Tumor
-1.5
963
Tumor
-1.5
723
Tumor
-1.5
136
Normal
-1.5
1046
Normal
-1.5
868
Normal
-1.5
666
Normal
-1.6
466
Normal
-1.6
824
Normal
-1.6
298
Normal
-1.6
926
Normal
-1.6
714
Normal
-1.6
686
Normal
-1.6
1041
Tumor
-1.6
114
Normal
-1.6
514
Normal
-1.6
943
Tumor
-1.7
213
Tumor
-1.7
628
Normal
-1.7
535
Tumor
-1.7
344
Normal
-1.7
742
Normal
-1.8
383
Tumor
-1.8
224
Normal
-1.8
756
Normal
-1.8
746
Normal
-1.8
142
Normal
-1.8
721
Tumor
-1.8
135
Tumor
-1.8
526
Normal
-1.8
564
Normal
-1.8
664
Normal
-1.8
352
Normal
-1.8
696
Normal
-1.8
616
Normal
-1.8
984
Normal
-1.8
111
Normal
-1.8
493
Tumor
-1.8
423
Tumor
-1.8
727
Tumor
-1.9
572
Normal
-1.9
376
Normal
-1.9
491
Tumor
-1.9
446
Normal
-1.9
425
Tumor
-1.9
636
Normal
-2.0
955
Tumor
-2.0
148
Normal
-2.0
123
Tumor
-2.0
141
Tumor
-2.0
518
Normal
-2.0
464
Normal
-2.0
481
Tumor
-2.0
858
Normal
-2.0
912
Normal
-2.1
432
Normal
-2.1
785
Tumor
-2.1
786
Normal
-2.1
866
Normal
-2.1
463
Tumor
-2.1
261
Tumor
-2.1
124
Normal
-2.1
145
Tumor
-2.1
741
Tumor
-2.1
137
Tumor
-2.2
286
Normal
-2.2
162
Normal
-2.2
147
Tumor
-2.2
911
Tumor
-2.2
635
Tumor
-2.2
161
Tumor
-2.3
617
Tumor
-2.3
1045
Tumor
-2.3
354
Normal
-2.3
915
Tumor
-2.3
913
Tumor
-2.3
815
Tumor
-2.3
778
Normal
-2.4
488
Normal
-2.4
355
Tumor
-2.4
937
Tumor
-2.4
648
Normal
-2.4
327
Tumor
-2.4
186
Normal
-2.5
465
Tumor
-2.5
484
Normal
-2.5
358
Normal
-2.5
627
Tumor
-2.6
1014
Normal
-2.6
1016
Normal
-2.6
342
Normal
-2.7
365
Tumor
-2.7
615
Tumor
-2.7
965
Tumor
-2.7
112
Tumor
-2.7
223
Tumor
-2.8
957
Tumor
-2.8
113
Tumor
-2.8
375
Tumor
-2.9
568
Normal
-2.9
436
Normal
-2.9
777
Tumor
-3.0
862
Normal
-3.0
571
Tumor
-3.0
665
Tumor
-3.0
695
Tumor
-3.0
515
Tumor
-3.0
663
Tumor
-3.1
487
Tumor
-3.1
467
Tumor
-3.1
445
Tumor
-3.1
523
Tumor
-3.2
497
Tumor
-3.2
443
Tumor
-3.2
361
Tumor
-3.2
125
Tumor
-3.2
661
Tumor
-3.2
713
Tumor
-3.3
353
Tumor
-3.3
451
Tumor
-3.3
285
Tumor
-3.3
755
Tumor
-3.3
357
Tumor
-3.4
745
Tumor
-3.4
435
Tumor
-3.5
187
Tumor
-3.5
863
Tumor
-3.5
851
Tumor
-3.5
557
Tumor
-3.6
433
Tumor
-3.6
567
Tumor
-3.6
1013
Tumor
-3.6
867
Tumor
-3.6
431
Tumor
-3.7
715
Tumor
-3.7
873
Tumor
-3.9
1015
Tumor
-4.0
554
Normal
-4.3
573
Tumor
-4.3
861
Tumor
-4.5
981
Tumor
-4.8
685
Tumor
-7.0
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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.