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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.
MLEC 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
40.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
136.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
116.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
100.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
94.9
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
94.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
92.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
89.4
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
89.1
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
87.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
86.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
84.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
80.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
79.4
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
79.4
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
77.9
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
77.8
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
77.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
75.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
74.7
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
74.7
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
72.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
72.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
72.6
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
72.5
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
72.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
72.0
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
71.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
71.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
71.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
70.8
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
70.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
68.9
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
68.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
68.6
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
67.7
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
67.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
66.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
65.9
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
65.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
65.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
64.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
64.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
64.6
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
64.2
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
64.2
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
64.1
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
63.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
63.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
63.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
62.8
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
62.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
62.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
62.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
61.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
60.9
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
60.5
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
59.6
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
59.5
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
59.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
59.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
58.7
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
58.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
58.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
57.9
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
57.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
56.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
56.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
56.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
55.6
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
55.0
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
54.8
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
54.4
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
54.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
54.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
53.9
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
53.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
53.9
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
53.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
53.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
53.0
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
52.8
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
52.8
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
52.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
52.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
52.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
52.3
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
52.2
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
51.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
51.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
50.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
50.7
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
50.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
50.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
50.1
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
49.8
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
49.1
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
48.9
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
48.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
48.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
48.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
48.5
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
48.1
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
47.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
47.5
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
47.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
47.1
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
47.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
47.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
46.9
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
46.8
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
46.6
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
46.4
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
46.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
46.1
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
45.8
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
45.7
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
45.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
45.6
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
45.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
45.5
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
45.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
45.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
45.0
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
44.9
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
44.9
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.9
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
44.9
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
44.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
44.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
44.6
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
44.3
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
44.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
43.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
43.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
42.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
42.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
42.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
41.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
41.8
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
41.6
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
41.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
41.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
41.2
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
41.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
41.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
40.9
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
40.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
40.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
40.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
40.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
40.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
40.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
40.0
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
40.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
39.9
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
39.7
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
39.6
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
39.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
39.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
39.2
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
39.1
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
38.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
38.9
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
38.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
38.8
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
38.7
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
38.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
38.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
38.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
38.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
38.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
37.9
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
37.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
37.8
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
37.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
37.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
37.5
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
37.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
37.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
37.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
37.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
37.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
36.8
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
36.8
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
36.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
36.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
36.4
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
36.4
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
36.4
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
36.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
36.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
36.3
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
36.1
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
35.9
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
35.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
35.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
35.7
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
35.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
35.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
35.3
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
35.2
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
35.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
35.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
34.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
34.7
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
34.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
34.4
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
34.2
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
34.1
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
34.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
33.9
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
33.8
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
33.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
33.2
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
33.1
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
33.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
33.1
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
33.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
32.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
32.6
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
32.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
32.5
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
32.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
32.3
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
32.2
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
32.2
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
32.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
31.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
31.9
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
31.8
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
31.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
31.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
31.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
31.0
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
30.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
30.9
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
30.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
30.7
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
30.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
30.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
30.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
30.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
29.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
29.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
29.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
29.5
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
29.4
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
29.3
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
28.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
28.9
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
28.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
28.7
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
28.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
28.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
28.3
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
28.3
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
28.3
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
28.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
28.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
27.8
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
27.6
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
27.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
27.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
27.0
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
26.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
26.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
26.8
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
26.7
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
26.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
26.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
26.5
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
26.5
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
26.4
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
26.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
26.3
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
26.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
26.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
26.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
25.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
25.6
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
25.6
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
25.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
25.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
25.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
24.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
24.2
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
24.2
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
24.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
24.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
24.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
24.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
23.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
23.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
23.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
23.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
23.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
23.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
23.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
23.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
23.0
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
23.0
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
22.9
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
22.9
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
22.6
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
22.4
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
22.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
22.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
22.1
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
22.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
21.6
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
20.9
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
20.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
20.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
19.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
19.7
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
19.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
19.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
19.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
19.2
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
19.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
18.8
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
18.8
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
18.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
18.6
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
18.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
18.1
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
18.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
17.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
17.5
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
17.4
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
17.4
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
17.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
17.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
17.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
16.9
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
16.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
16.8
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
16.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
16.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
16.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
16.4
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
16.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
16.3
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
16.2
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
15.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
15.5
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
15.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
14.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
14.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
14.6
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
14.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
14.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
14.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
12.6
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
12.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
11.4
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
11.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
10.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
10.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 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.
MLEC is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.7
Number of samples
231
Samples
Sample
Description
TPM
DO45275
0 years, male, NA, stage:3, dead, 10 days
151.5
DO45131
0 years, male, NA, stage:4, dead, 360 days
109.5
DO45217
0 years, female, NA, stage:3, dead, 270 days
93.4
DO45127
0 years, male, NA, stage:3, dead, 420 days
91.6
DO23511
0 years, female, NA, stage:3, dead, 180 days
82.7
DO23513
0 years, male, NA, stage:3, alive, 1200 days
80.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
75.4
DO50859
0 years, male, NA, stage:2, alive, 180 days
75.0
DO45257
0 years, male, NA, stage:3, alive, 810 days
74.4
DO50829
0 years, male, NA, stage:3, alive, 570 days
70.5
DO23529
0 years, male, NA, stage:4, alive, 930 days
69.9
DO23525
0 years, male, NA, stage:4, alive, 1050 days
69.6
DO48716
0 years, male, NA, stage:2, alive, 720 days
69.1
DO50815
0 years, male, NA, stage:3, alive, 150 days
67.4
DO48717
0 years, male, NA, stage:4, dead, 180 days
63.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
62.8
DO45209
0 years, male, NA, stage:4, alive, 1350 days
61.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
59.6
DO45203
0 years, female, NA, stage:2, alive, 1170 days
58.7
DO48720
0 years, female, NA, stage:2, alive, 570 days
58.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
58.5
DO50822
0 years, male, NA, stage:2, alive, 510 days
57.0
DO45197
0 years, male, NA, stage:2, alive, 1170 days
55.3
DO23552
0 years, female, NA, stage:1, alive, 810 days
55.1
DO23537
0 years, male, NA, stage:2, dead, 900 days
54.2
DO45161
0 years, male, NA, stage:2, dead, 540 days
53.9
DO45193
0 years, female, NA, stage:4, dead, 120 days
53.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
52.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
52.2
DO48681
0 years, male, NA, stage:2, alive, 900 days
51.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
51.2
DO45119
0 years, male, NA, stage:3, dead, 510 days
51.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
50.4
DO45091
0 years, male, NA, stage:2, dead, 1320 days
49.6
DO45103
0 years, male, NA, stage:3, alive, 450 days
49.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
49.5
DO45097
0 years, male, NA, stage:3, alive, 1620 days
49.4
DO50825
0 years, male, NA, stage:2, alive, 390 days
49.4
DO45185
0 years, male, NA, stage:2, alive, 600 days
49.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
49.0
DO45207
0 years, male, NA, stage:1, alive, 1050 days
48.7
DO45139
0 years, male, NA, stage:3, alive, 1320 days
48.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
47.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
47.6
DO50778
0 years, male, NA, stage:4, alive, 630 days
47.3
DO50845
0 years, male, NA, stage:3, alive, 210 days
47.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
46.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
46.4
DO45299
0 years, female, NA, stage:1, alive, 1440 days
45.8
DO45239
0 years, male, NA, stage:2, alive, 870 days
45.2
DO23515
0 years, male, NA, stage:2, alive, 1230 days
45.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
45.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
44.9
DO45235
0 years, female, NA, stage:1, alive, 900 days
44.8
DO45153
0 years, female, NA, stage:2, alive, 1380 days
44.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
44.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
44.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
44.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
43.7
DO45163
0 years, male, NA, stage:2, alive, 960 days
43.4
DO45269
0 years, male, NA, stage:3, alive, 750 days
42.8
DO23526
0 years, male, NA, stage:3, alive, 1050 days
42.6
DO45245
0 years, female, NA, stage:2, dead, 240 days
42.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
42.5
DO45253
0 years, male, NA, stage:2, alive, 870 days
42.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
42.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
42.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
41.8
DO45165
0 years, male, NA, stage:2, alive, 690 days
41.6
DO45155
0 years, male, NA, stage:2, alive, 2160 days
40.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
40.7
DO48737
0 years, male, NA, stage:1, alive, 720 days
40.4
DO45169
0 years, male, NA, stage:3, alive, 1350 days
40.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
40.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
39.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
39.0
DO45219
0 years, male, NA, stage:2, alive, 1080 days
38.8
DO45099
0 years, male, NA, stage:3, alive, 1590 days
38.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
38.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
37.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
37.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
37.7
DO45157
0 years, male, NA, stage:2, alive, 1980 days
37.7
DO45225
0 years, male, NA, stage:1, alive, 1050 days
37.6
DO48742
0 years, male, NA, stage:2, alive, 600 days
37.2
DO45267
0 years, male, NA, stage:3, dead, 570 days
37.0
DO45179
0 years, female, NA, stage:2, alive, 600 days
36.9
DO45279
0 years, male, NA, stage:3, alive, 1290 days
36.8
DO23524
0 years, female, NA, stage:2, alive, 1050 days
36.8
DO50816
0 years, male, NA, stage:2, alive, 390 days
36.6
DO45231
0 years, male, NA, stage:2, alive, 930 days
36.6
DO48728
0 years, female, NA, stage:2, alive, 150 days
36.6
DO23512
0 years, male, NA, stage:1, alive, 1260 days
36.6
DO50809
0 years, male, NA, stage:3, dead, 720 days
36.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
35.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
35.7
DO23548
0 years, female, NA, stage:1, alive, 840 days
35.6
DO45145
0 years, male, NA, stage:3, dead, 60 days
35.4
DO50844
0 years, male, NA, stage:4, alive, 300 days
35.2
DO48733
0 years, male, NA, stage:2, alive, 600 days
34.9
DO23510
0 years, female, NA, stage:2, alive, 870 days
34.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
34.7
DO23508
0 years, female, NA, stage:2, alive, 390 days
34.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
34.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
33.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
32.9
DO45287
0 years, male, NA, stage:1, alive, 390 days
32.9
DO50839
0 years, female, NA, stage:3, alive, 330 days
32.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
32.8
DO50855
0 years, male, NA, stage:2, alive, 570 days
32.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
32.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
32.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
32.2
DO45183
0 years, female, NA, stage:2, dead, 570 days
32.0
DO50811
0 years, male, NA, stage:1, alive, 450 days
31.9
DO45171
0 years, male, NA, stage:3, alive, 600 days
31.2
DO45187
0 years, female, NA, stage:1, alive, 1260 days
31.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
30.9
DO45263
0 years, male, NA, stage:3, dead, 270 days
30.9
DO50806
0 years, male, NA, stage:4, alive, 540 days
30.9
DO50804
0 years, male, NA, stage:2, alive, 720 days
30.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
30.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
30.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
30.5
DO45283
0 years, male, NA, stage:3, alive, 510 days
30.4
DO45149
0 years, female, NA, stage:2, alive, 1260 days
30.3
DO45259
0 years, male, NA, stage:3, alive, 330 days
29.8
DO48743
0 years, female, NA, stage:2, alive, 570 days
29.7
DO45143
0 years, male, NA, stage:3, alive, 1290 days
29.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
29.5
DO50793
0 years, male, NA, stage:4, alive, 540 days
29.5
DO45094
0 years, male, NA, stage:3, alive, 1650 days
29.4
DO45096
0 years, male, NA, stage:2, dead, 1290 days
29.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
29.3
DO45135
0 years, male, NA, stage:1, alive, 1410 days
28.8
DO50818
0 years, male, NA, stage:2, alive, 510 days
28.8
DO50776
0 years, male, NA, stage:1, alive, 690 days
28.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
28.6
DO23535
0 years, male, NA, stage:1, alive, 960 days
28.3
DO45221
0 years, female, NA, stage:4, dead, 390 days
28.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
28.2
DO48712
0 years, male, NA, stage:2, alive, 810 days
28.0
DO50800
0 years, male, NA, stage:2, alive, 510 days
27.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
27.7
DO45115
0 years, male, NA, stage:2, alive, 840 days
26.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
26.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
26.4
DO23536
0 years, male, NA, stage:2, alive, 930 days
26.0
DO48747
0 years, male, NA, stage:3, alive, 540 days
26.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
26.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
26.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
25.5
DO45121
0 years, male, NA, stage:3, alive, 1530 days
25.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
25.4
DO23533
0 years, male, NA, stage:2, alive, 900 days
25.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
25.4
DO45223
0 years, male, NA, stage:4, alive, 1020 days
25.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
25.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
25.0
DO45247
0 years, female, NA, stage:2, alive, 210 days
24.9
DO23543
0 years, male, NA, stage:2, alive, 1020 days
24.9
DO23545
0 years, male, NA, stage:2, dead, 570 days
24.8
DO45233
0 years, male, NA, stage:3, alive, 900 days
24.6
DO50787
0 years, male, NA, stage:3, alive, 480 days
24.6
DO45189
0 years, female, NA, stage:2, alive, 1200 days
24.4
DO23539
0 years, male, NA, stage:1, alive, 1110 days
24.1
DO45093
0 years, male, NA, stage:2, dead, 720 days
23.2
DO45191
0 years, female, NA, stage:2, alive, 1200 days
23.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
23.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
23.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
22.9
DO50774
0 years, female, NA, stage:2, alive, 720 days
22.9
DO45129
0 years, male, NA, stage:3, alive, 1470 days
22.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
22.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
22.1
DO45229
0 years, male, NA, stage:1, alive, 990 days
21.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
20.7
DO48682
0 years, female, NA, stage:3, dead, 120 days
20.4
DO48751
0 years, male, NA, stage:2, dead, 480 days
20.2
DO45211
0 years, male, NA, stage:3, alive, 240 days
20.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
20.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
19.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
19.7
DO23538
0 years, male, NA, stage:2, alive, 450 days
19.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
18.9
DO50814
0 years, male, NA, stage:3, alive, 420 days
18.7
DO45243
0 years, female, NA, stage:3, alive, 930 days
18.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
18.6
DO48727
0 years, female, NA, stage:2, dead, 390 days
18.6
DO227643
0 years, male, NA, stage:2, alive, 1260 days
18.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
18.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
18.1
DO23547
0 years, male, NA, stage:1, alive, 1020 days
18.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
18.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
17.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
17.9
DO45285
0 years, male, NA, stage:3, alive, 480 days
17.8
DO23534
0 years, male, NA, stage:2, alive, 840 days
17.4
DO48760
0 years, female, NA, stage:2, alive, 690 days
17.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
16.8
DO45123
0 years, female, NA, stage:2, dead, 570 days
16.5
DO45107
0 years, female, NA, stage:2, alive, 1710 days
16.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
16.2
DO45199
0 years, female, NA, stage:2, alive, 1350 days
15.6
DO23523
0 years, male, NA, stage:3, alive, 1080 days
15.4
DO50857
0 years, male, NA, stage:2, alive, 210 days
15.4
DO48693
0 years, male, NA, stage:2, alive, 900 days
15.3
DO48761
0 years, male, NA, stage:2, alive, 870 days
15.1
DO48715
0 years, female, NA, stage:2, dead, 690 days
14.7
DO45141
0 years, male, NA, stage:2, alive, 1320 days
14.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
13.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
13.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
13.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
13.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
13.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
13.2
DO45261
0 years, male, NA, stage:3, alive, 990 days
12.9
DO48759
0 years, male, NA, stage:3, alive, 720 days
12.6
DO50789
0 years, female, NA, stage:2, alive, 570 days
12.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
12.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
12.0
DO23530
0 years, male, NA, stage:4, dead, 180 days
11.7
DO48674
0 years, male, NA, stage:2, alive, 1260 days
11.2
DO23546
0 years, male, NA, stage:2, alive, 1050 days
10.7
DO48721
0 years, female, NA, stage:1, alive, 900 days
9.7
DO227801
0 years, female, NA, stage:1, alive, 660 days
9.7
DO50850
0 years, male, NA, stage:3, alive, 720 days
8.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
8.2
DO23531
0 years, female, NA, stage:3, alive, 900 days
7.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
6.5
DO23517
0 years, male, NA, stage:2, alive, 1200 days
5.9
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
937
Tumor
1.0
944
Normal
0.6
778
Normal
0.6
922
Normal
0.6
696
Normal
0.6
723
Tumor
0.6
968
Normal
0.6
526
Normal
0.5
554
Normal
0.5
915
Tumor
0.5
327
Tumor
0.5
952
Normal
0.5
981
Tumor
0.5
557
Tumor
0.5
514
Normal
0.5
878
Normal
0.5
481
Tumor
0.5
926
Normal
0.5
924
Normal
0.4
938
Normal
0.4
1022
Normal
0.4
518
Normal
0.4
1028
Normal
0.4
528
Normal
0.4
1015
Tumor
0.4
488
Normal
0.4
524
Normal
0.4
1026
Normal
0.4
866
Normal
0.4
1044
Normal
0.4
816
Normal
0.4
636
Normal
0.4
448
Normal
0.4
484
Normal
0.4
698
Normal
0.4
746
Normal
0.4
1046
Normal
0.4
412
Normal
0.3
534
Normal
0.3
492
Normal
0.3
738
Normal
0.3
1014
Normal
0.3
686
Normal
0.3
452
Normal
0.3
864
Normal
0.3
954
Normal
0.3
212
Normal
0.3
982
Normal
0.3
958
Normal
0.3
964
Normal
0.3
1016
Normal
0.3
742
Normal
0.3
546
Normal
0.3
984
Normal
0.3
877
Tumor
0.3
494
Normal
0.3
728
Normal
0.3
113
Tumor
0.3
642
Normal
0.3
862
Normal
0.3
914
Normal
0.3
328
Normal
0.3
474
Normal
0.3
756
Normal
0.3
1025
Tumor
0.2
916
Normal
0.2
426
Normal
0.2
721
Tumor
0.2
128
Normal
0.2
572
Normal
0.2
286
Normal
0.2
852
Normal
0.2
342
Normal
0.2
568
Normal
0.2
462
Normal
0.2
966
Normal
0.2
363
Tumor
0.2
857
Tumor
0.2
145
Tumor
0.2
918
Normal
0.2
874
Normal
0.2
533
Tumor
0.2
851
Tumor
0.2
976
Normal
0.2
352
Normal
0.2
955
Tumor
0.2
957
Tumor
0.2
284
Normal
0.2
558
Normal
0.2
148
Normal
0.2
261
Tumor
0.2
618
Normal
0.1
376
Normal
0.1
785
Tumor
0.1
124
Normal
0.1
858
Normal
0.1
714
Normal
0.1
861
Tumor
0.1
1032
Normal
0.1
111
Normal
0.1
553
Tumor
0.1
228
Normal
0.1
564
Normal
0.1
472
Normal
0.1
967
Tumor
0.1
744
Normal
0.1
1042
Normal
0.1
824
Normal
0.1
344
Normal
0.1
364
Normal
0.1
617
Tumor
0.1
356
Normal
0.1
358
Normal
0.1
147
Tumor
0.1
516
Normal
0.1
258
Normal
0.1
172
Normal
0.1
628
Normal
0.1
186
Normal
0.1
978
Normal
0.1
685
Tumor
0.1
868
Normal
0.1
786
Normal
0.1
114
Normal
0.1
722
Normal
0.1
298
Normal
0.1
911
Tumor
0.1
648
Normal
0.1
865
Tumor
0.1
574
Normal
0.1
278
Normal
0.1
912
Normal
0.1
162
Normal
0.1
818
Normal
0.0
925
Tumor
0.0
395
Tumor
0.0
257
Tumor
0.0
664
Normal
0.0
482
Normal
0.0
956
Normal
0.0
436
Normal
0.0
487
Tumor
0.0
414
Normal
0.0
422
Normal
0.0
222
Normal
0.0
451
Tumor
0.0
332
Normal
0.0
392
Normal
0.0
354
Normal
0.0
538
Normal
0.0
884
Normal
0.0
525
Tumor
0.0
351
Tumor
0.0
314
Normal
0.0
112
Tumor
0.0
817
Tumor
0.0
196
Normal
0.0
662
Normal
0.0
195
Tumor
0.0
755
Tumor
0.0
716
Normal
0.0
882
Normal
0.0
214
Normal
0.0
571
Tumor
0.0
137
Tumor
0.0
142
Normal
0.0
823
Tumor
0.0
741
Tumor
0.0
497
Tumor
0.0
536
Normal
0.0
424
Normal
0.0
223
Tumor
0.0
616
Normal
0.0
446
Normal
0.0
1043
Tumor
0.0
777
Tumor
0.0
1013
Tumor
-0.1
232
Normal
-0.1
353
Tumor
-0.1
513
Tumor
-0.1
384
Normal
-0.1
285
Tumor
-0.1
468
Normal
-0.1
388
Normal
-0.1
724
Normal
-0.1
312
Normal
-0.1
923
Tumor
-0.1
478
Normal
-0.1
943
Tumor
-0.1
467
Tumor
-0.1
132
Normal
-0.1
523
Tumor
-0.1
432
Normal
-0.1
135
Tumor
-0.1
396
Normal
-0.1
136
Normal
-0.1
515
Tumor
-0.1
466
Normal
-0.1
977
Tumor
-0.1
473
Tumor
-0.1
428
Normal
-0.1
227
Tumor
-0.1
435
Tumor
-0.1
415
Tumor
-0.1
161
Tumor
-0.1
416
Normal
-0.1
434
Normal
-0.1
1027
Tumor
-0.1
953
Tumor
-0.1
126
Normal
-0.1
368
Normal
-0.1
433
Tumor
-0.1
666
Normal
-0.2
444
Normal
-0.2
443
Tumor
-0.2
498
Normal
-0.2
221
Tumor
-0.2
125
Tumor
-0.2
394
Normal
-0.2
1021
Tumor
-0.2
1045
Tumor
-0.2
975
Tumor
-0.2
138
Normal
-0.2
171
Tumor
-0.2
191
Tumor
-0.2
464
Normal
-0.2
672
Normal
-0.2
272
Normal
-0.2
456
Normal
-0.2
867
Tumor
-0.2
917
Tumor
-0.2
491
Tumor
-0.2
366
Normal
-0.2
218
Normal
-0.2
647
Tumor
-0.2
913
Tumor
-0.2
983
Tumor
-0.2
951
Tumor
-0.2
527
Tumor
-0.2
362
Normal
-0.3
715
Tumor
-0.3
663
Tumor
-0.3
123
Tumor
-0.3
447
Tumor
-0.3
224
Normal
-0.3
386
Normal
-0.3
493
Tumor
-0.3
375
Tumor
-0.3
921
Tumor
-0.3
343
Tumor
-0.3
355
Tumor
-0.3
131
Tumor
-0.3
387
Tumor
-0.3
573
Tumor
-0.3
697
Tumor
-0.3
262
Normal
-0.3
146
Normal
-0.3
217
Tumor
-0.3
873
Tumor
-0.3
545
Tumor
-0.3
431
Tumor
-0.3
563
Tumor
-0.4
185
Tumor
-0.4
127
Tumor
-0.4
713
Tumor
-0.4
341
Tumor
-0.4
283
Tumor
-0.4
188
Normal
-0.4
535
Tumor
-0.4
671
Tumor
-0.4
383
Tumor
-0.4
665
Tumor
-0.4
483
Tumor
-0.4
461
Tumor
-0.4
213
Tumor
-0.4
1041
Tumor
-0.4
517
Tumor
-0.4
187
Tumor
-0.4
567
Tumor
-0.4
277
Tumor
-0.4
615
Tumor
-0.4
421
Tumor
-0.4
423
Tumor
-0.4
361
Tumor
-0.4
695
Tumor
-0.4
635
Tumor
-0.5
311
Tumor
-0.5
231
Tumor
-0.5
192
Normal
-0.5
411
Tumor
-0.5
427
Tumor
-0.5
268
Normal
-0.5
331
Tumor
-0.5
963
Tumor
-0.5
743
Tumor
-0.5
727
Tumor
-0.5
365
Tumor
-0.5
393
Tumor
-0.5
965
Tumor
-0.5
737
Tumor
-0.5
425
Tumor
-0.6
357
Tumor
-0.6
267
Tumor
-0.6
863
Tumor
-0.6
814
Normal
-0.6
883
Tumor
-0.7
141
Tumor
-0.7
313
Tumor
-0.7
455
Tumor
-0.7
271
Tumor
-0.7
211
Tumor
-0.7
1031
Tumor
-0.7
881
Tumor
-0.7
537
Tumor
-0.7
745
Tumor
-0.7
471
Tumor
-0.7
463
Tumor
-0.7
627
Tumor
-0.8
465
Tumor
-0.8
385
Tumor
-0.8
297
Tumor
-0.8
815
Tumor
-0.8
641
Tumor
-0.8
813
Tumor
-0.8
661
Tumor
-0.8
391
Tumor
-0.9
413
Tumor
-1.0
445
Tumor
-1.0
367
Tumor
-1.1
477
Tumor
-1.2
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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.