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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.
TOMM70 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
24.1
Number of samples
362
Samples
Sample
Description
TPM
TCGA-FV-A3R2-01A
75 years, male, white, stage:Stage I, dead, 194 days
60.5
TCGA-5R-AA1C-01A
57 years, male, white, stage:Stage II, alive, 520 days
58.5
TCGA-DD-AADY-01A
55 years, female, asian, stage:Stage I, alive, 555 days
56.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:Stage I, dead, 394 days
53.0
TCGA-DD-A1EJ-01A
71 years, female, white, stage:Stage IIIC, dead, 1005 days
50.5
TCGA-DD-AACA-01A
65 years, male, asian, stage:Stage I, alive, 2301 days
47.8
TCGA-BC-A10W-01A
50 years, male, asian, stage:'--, dead, 91 days
46.9
TCGA-CC-5258-01A
48 years, male, asian, stage:Stage II, dead, 129 days
46.4
TCGA-BC-A10T-01A
76 years, male, white, stage:'--, dead, 837 days
45.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:Stage IIIB, dead, 56 days
44.8
TCGA-DD-AACU-01A
59 years, male, asian, stage:Stage I, alive, 1567 days
44.6
TCGA-BC-A8YO-01A
66 years, female, white, stage:Stage IIIC, alive, 562 days
44.5
TCGA-CC-5260-01A
61 years, female, asian, stage:Stage IIIC, dead, 87 days
44.3
TCGA-G3-AAV7-01A
38 years, male, asian, stage:Stage II, alive, 361 days
43.6
TCGA-G3-AAV4-01A
83 years, female, white, stage:Stage I, dead, 27 days
43.2
TCGA-2Y-A9GS-01A
58 years, male, white, stage:'--, dead, 724 days
43.0
TCGA-DD-A73C-01A
65 years, female, white, stage:Stage IIIA, alive, 701 days
42.0
TCGA-DD-A73E-01A
66 years, male, white, stage:Stage I, alive, 44 days
41.6
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:Stage II, dead, 415 days
41.5
TCGA-DD-A1EE-01A
73 years, male, white, stage:Stage IIIA, dead, 349 days
41.4
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:Stage I, alive, 12 days
41.2
TCGA-DD-A4NA-01A
67 years, female, white, stage:Stage IIIC, alive, 1008 days
41.1
TCGA-2Y-A9H2-01A
64 years, female, white, stage:Stage I, alive, 1731 days
39.7
TCGA-DD-A1EH-01A
23 years, male, white, stage:Stage III, alive, 1495 days
38.8
TCGA-2Y-A9HA-01A
70 years, male, white, stage:Stage II, dead, 36 days
38.4
TCGA-CC-A7IK-01A
59 years, male, asian, stage:Stage IIIA, dead, 262 days
38.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:Stage IIIA, dead, 303 days
38.2
TCGA-DD-AADD-01A
51 years, male, asian, stage:Stage I, alive, 1231 days
38.2
TCGA-XR-A8TC-01A
43 years, female, white, stage:Stage I, alive, 1339 days
38.0
TCGA-DD-AAVS-01A
56 years, male, asian, stage:Stage I, alive, 1823 days
37.9
TCGA-DD-A39W-01A
29 years, female, white, stage:Stage III, dead, 827 days
37.8
TCGA-UB-A7MB-01A
24 years, male, white, stage:Stage II, alive, 601 days
37.0
TCGA-DD-A4NJ-01A
54 years, female, white, stage:Stage II, alive, 928 days
37.0
TCGA-DD-A4NV-01A
61 years, male, white, stage:Stage IIIA, alive, 2398 days
36.7
TCGA-DD-A1EA-01A
68 years, male, asian, stage:Stage II, alive, 2415 days
36.2
TCGA-ZP-A9D4-01A
64 years, female, white, stage:'--, alive, 395 days
36.1
TCGA-CC-5261-01A
44 years, male, asian, stage:Stage II, dead, 97 days
36.0
TCGA-DD-AAC8-01A
72 years, male, asian, stage:Stage I, dead, 16 days
35.4
TCGA-EP-A12J-01A
62 years, male, black or african american, stage:Stage I, alive, 570 days
35.3
TCGA-ED-A8O5-01A
59 years, female, asian, stage:Stage IIIA, alive, 406 days
35.1
TCGA-CC-5263-01A
35 years, male, asian, stage:Stage IIIA, dead, 129 days
35.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:Stage I, alive, 636 days
34.9
TCGA-DD-AACK-01A
70 years, male, asian, stage:Stage I, alive, 9 days
34.6
TCGA-UB-AA0U-01A
60 years, male, white, stage:Stage II, alive, 327 days
34.5
TCGA-DD-AACZ-01A
63 years, female, asian, stage:Stage I, dead, 171 days
34.3
TCGA-CC-A3MB-01A
36 years, male, asian, stage:Stage IIIA, dead, 315 days
34.3
TCGA-XR-A8TE-01A
16 years, male, white, stage:Stage IIIA, alive, 925 days
34.1
TCGA-ZP-A9D2-01A
51 years, male, white, stage:'--, dead, 765 days
34.1
TCGA-DD-A114-01A
42 years, male, black or african american, stage:Stage II, dead, 1149 days
34.0
TCGA-2Y-A9GV-01A
54 years, female, white, stage:Stage I, dead, 2532 days
33.9
TCGA-DD-AACS-01A
39 years, male, asian, stage:Stage I, alive, 1804 days
33.8
TCGA-DD-A11B-01A
73 years, male, white, stage:Stage I, dead, 14 days
33.8
TCGA-ZP-A9CV-01A
59 years, male, white, stage:'--, dead, 1088 days
33.8
TCGA-G3-AAV1-01A
51 years, male, asian, stage:Stage IIIC, dead, 359 days
33.6
TCGA-DD-AADW-01A
48 years, male, asian, stage:Stage I, alive, 587 days
33.6
TCGA-UB-A7MC-01A
59 years, male, white, stage:Stage IIIA, alive, 500 days
33.3
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:Stage I, dead, 52 days
33.2
TCGA-DD-AADV-01A
50 years, male, asian, stage:Stage I, alive, 574 days
33.0
TCGA-DD-A1EB-01A
72 years, female, stage:Stage I, alive, 2017 days
33.0
TCGA-HP-A5N0-01A
90 years, female, stage:'--, dead, 752 days
32.9
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:Stage I, alive, 1900 days
32.7
TCGA-DD-AACW-01A
43 years, male, asian, stage:Stage I, alive, 1424 days
32.5
TCGA-BC-A10Q-01A
72 years, female, white, stage:'--, dead, 1135 days
32.4
TCGA-CC-5264-01A
71 years, male, asian, stage:Stage IIIA, dead, 102 days
32.1
TCGA-MI-A75I-01A
61 years, male, black or african american, stage:'--, alive, 630 days
31.7
TCGA-DD-A11C-01A
69 years, male, white, stage:Stage I, alive, 662 days
31.6
TCGA-DD-AADB-01A
51 years, male, asian, stage:Stage I, alive, 1242 days
31.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:Stage IIIB, alive, 671 days
31.3
TCGA-GJ-A9DB-01A
68 years, male, white, stage:Stage I, dead, 67 days
30.9
TCGA-CC-A7IL-01A
61 years, male, asian, stage:Stage IIIA, dead, 278 days
30.8
TCGA-DD-AAE2-01A
51 years, male, asian, stage:Stage I, alive, 638 days
30.7
TCGA-DD-A1EI-01A
46 years, male, asian, stage:Stage I, alive, 183 days
30.6
TCGA-DD-AACH-01A
69 years, male, asian, stage:Stage II, dead, 195 days
30.6
TCGA-ED-A7XP-01A
53 years, female, asian, stage:Stage II, alive, 400 days
30.6
TCGA-DD-AAEE-01A
55 years, male, asian, stage:Stage I, alive, 810 days
30.5
TCGA-CC-A1HT-01A
50 years, male, asian, stage:Stage IIIA, dead, 101 days
30.4
TCGA-4R-AA8I-01A
66 years, male, white, stage:Stage II, dead, 262 days
30.4
TCGA-DD-A118-01A
77 years, female, white, stage:Stage II, alive, 3437 days
30.4
TCGA-DD-AACN-01A
32 years, male, asian, stage:Stage I, alive, 1302 days
30.1
TCGA-DD-AADG-01A
70 years, male, asian, stage:Stage IIIA, alive, 1145 days
30.1
TCGA-DD-AACV-01A
53 years, male, asian, stage:Stage I, alive, 1531 days
30.0
TCGA-DD-A4NH-01A
65 years, female, white, stage:Stage IIIB, alive, 917 days
30.0
TCGA-DD-AAVY-01A
56 years, male, asian, stage:Stage IIIA, alive, 1970 days
29.8
TCGA-DD-AADC-01A
53 years, male, asian, stage:Stage I, dead, 425 days
29.8
TCGA-CC-A8HU-01A
39 years, female, asian, stage:Stage IIIA, dead, 344 days
29.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:Stage II, alive, 354 days
29.7
TCGA-ED-A459-01A
47 years, male, asian, stage:Stage II, alive, 910 days
29.5
TCGA-2Y-A9GX-01A
68 years, male, white, stage:Stage I, alive, 2442 days
29.2
TCGA-EP-A2KB-01A
46 years, female, white, stage:Stage I, dead, 596 days
29.2
TCGA-DD-AAW3-01A
69 years, male, asian, stage:Stage I, alive, 1633 days
29.2
TCGA-DD-A11D-01A
57 years, female, white, stage:Stage I, dead, 1560 days
28.9
TCGA-ED-A82E-01A
60 years, female, asian, stage:Stage IIIA, alive, 408 days
28.9
TCGA-DD-AAW0-01A
54 years, male, asian, stage:Stage I, alive, 2015 days
28.8
TCGA-DD-A4NK-01A
80 years, female, white, stage:Stage IIIA, dead, 1210 days
28.7
TCGA-DD-AADP-01A
45 years, male, asian, stage:Stage I, alive, 458 days
28.7
TCGA-5C-A9VG-01A
58 years, male, white, stage:Stage II, alive, 328 days
28.6
TCGA-DD-A73B-01A
72 years, female, white, stage:Stage I, dead, 283 days
28.5
TCGA-WX-AA44-01A
64 years, female, white, stage:Stage I, alive, 615 days
28.0
TCGA-BC-A3KF-01A
66 years, female, white, stage:Stage I, alive, 8 days
27.9
TCGA-ZS-A9CF-01A
64 years, male, white, stage:Stage II, alive, 2412 days
27.9
TCGA-XR-A8TF-01A
74 years, male, white, stage:Stage I, dead, 693 days
27.8
TCGA-CC-A7IH-01A
58 years, male, asian, stage:Stage IIIA, alive, 365 days
27.7
TCGA-BC-A10U-01A
69 years, male, white, stage:'--, dead, 837 days
27.6
TCGA-FV-A23B-01A
70 years, female, white, stage:Stage II, dead, 1852 days
27.6
TCGA-G3-A3CK-01A
61 years, male, asian, stage:Stage I, alive, 585 days
27.6
TCGA-FV-A3I1-01A
81 years, female, white, stage:Stage II, dead, 247 days
27.6
TCGA-DD-A4NQ-01A
60 years, male, white, stage:Stage II, dead, 373 days
27.6
TCGA-CC-A5UD-01A
45 years, male, asian, stage:Stage IIIA, dead, 304 days
27.5
TCGA-DD-AAEG-01A
59 years, female, asian, stage:Stage I, alive, 719 days
27.5
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:Stage II, alive, 94 days
27.3
TCGA-BC-A112-01A
80 years, male, white, stage:'--, dead, 153 days
27.3
TCGA-DD-AACX-01A
66 years, male, asian, stage:Stage II, alive, 170 days
27.3
TCGA-XR-A8TG-01A
58 years, male, white, stage:Stage I, alive, 898 days
27.2
TCGA-DD-A3A4-01A
37 years, male, white, stage:Stage IIIA, dead, 612 days
27.2
TCGA-DD-A113-01A
55 years, female, white, stage:Stage II, alive, 2425 days
27.2
TCGA-BC-A3KG-01A
68 years, female, white, stage:Stage II, alive, 680 days
27.2
TCGA-LG-A6GG-01A
79 years, female, white, stage:Stage II, alive, 387 days
26.9
TCGA-CC-A8HT-01A
74 years, male, asian, stage:Stage IIIA, dead, 140 days
26.9
TCGA-BC-A10R-01A
66 years, female, white, stage:'--, dead, 308 days
26.8
TCGA-DD-AACE-01A
62 years, male, asian, stage:Stage I, alive, 2184 days
26.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:Stage I, dead, 452 days
26.7
TCGA-G3-A5SL-01A
70 years, male, white, stage:Stage II, alive, 621 days
26.6
TCGA-RC-A7SK-01A
59 years, male, asian, stage:Stage I, alive, 472 days
26.6
TCGA-DD-A4NB-01A
25 years, male, white, stage:Stage I, alive, 989 days
26.5
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:Stage II, alive, 382 days
26.5
TCGA-DD-AAE9-01A
69 years, male, asian, stage:Stage I, alive, 722 days
26.4
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:Stage II, alive, 1098 days
26.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:Stage I, alive, 658 days
26.4
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:Stage I, alive, 519 days
26.3
TCGA-ED-A7PX-01A
48 years, female, asian, stage:Stage II, alive, 6 days
26.3
TCGA-BC-A10Z-01A
62 years, female, white, stage:Stage I, dead, 34 days
26.2
TCGA-DD-A4NS-01A
61 years, female, white, stage:Stage I, dead, 2456 days
26.2
TCGA-DD-AAW2-01A
69 years, male, asian, stage:Stage I, alive, 1855 days
26.1
TCGA-ZP-A9D0-01A
67 years, female, black or african american, stage:'--, alive, 1091 days
26.0
TCGA-DD-AADR-01A
58 years, male, asian, stage:Stage I, alive, 2028 days
25.9
TCGA-DD-AAVW-01A
35 years, male, asian, stage:Stage I, alive, 2317 days
25.9
TCGA-G3-AAV3-01A
58 years, female, white, stage:Stage II, alive, 412 days
25.9
TCGA-5R-AAAM-01A
65 years, female, white, stage:Stage II, dead, 46 days
25.7
TCGA-DD-AACQ-01A
50 years, male, asian, stage:Stage II, dead, 432 days
25.7
TCGA-CC-A5UC-01A
63 years, male, asian, stage:Stage IIIA, dead, 347 days
25.6
TCGA-DD-A73A-01A
71 years, male, white, stage:Stage I, alive, 728 days
25.6
TCGA-NI-A8LF-01A
74 years, male, white, stage:Stage I, alive, 799 days
25.5
TCGA-CC-A8HS-01A
18 years, male, asian, stage:Stage IIIC, dead, 300 days
25.5
TCGA-EP-A26S-01A
70 years, male, white, stage:Stage I, alive, 608 days
25.5
TCGA-CC-A3MC-01A
54 years, male, asian, stage:Stage IIIA, alive, 363 days
25.4
TCGA-DD-A4NE-01A
75 years, female, white, stage:Stage IIIA, dead, 660 days
25.4
TCGA-T1-A6J8-01A
68 years, male, white, stage:'--, alive, 23 days
25.3
TCGA-DD-A4NF-01A
72 years, male, white, stage:Stage I, alive, 942 days
25.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:Stage II, alive, 854 days
25.2
TCGA-DD-A73D-01A
68 years, female, white, stage:Stage II, alive, 693 days
25.1
TCGA-DD-A1EC-01A
20 years, female, white, stage:Stage I, alive, 602 days
24.6
TCGA-DD-AAD1-01A
51 years, female, asian, stage:Stage I, alive, 564 days
24.6
TCGA-DD-AAD0-01A
73 years, female, asian, stage:Stage I, alive, 137 days
24.6
TCGA-DD-AAEH-01A
73 years, male, asian, stage:Stage I, alive, 784 days
24.3
TCGA-DD-A4NG-01A
77 years, male, white, stage:Stage IIIA, dead, 802 days
24.3
TCGA-DD-A4NN-01A
56 years, female, white, stage:Stage I, dead, 899 days
24.3
TCGA-ZP-A9CY-01A
66 years, female, white, stage:'--, alive, 782 days
24.3
TCGA-G3-A3CH-01A
53 years, male, asian, stage:Stage IIIA, alive, 780 days
24.3
TCGA-CC-A5UE-01A
48 years, male, asian, stage:Stage IIIB, dead, 272 days
24.2
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:Stage II, dead, 848 days
24.1
TCGA-BC-A10X-01A
52 years, female, white, stage:Stage IIIA, dead, 770 days
24.0
TCGA-DD-AAD3-01A
43 years, male, asian, stage:Stage I, alive, 1295 days
23.9
TCGA-2Y-A9HB-01A
66 years, male, stage:Stage I, alive, 260 days
23.9
TCGA-ZP-A9D1-01A
56 years, female, white, stage:'--, alive, 21 days
23.9
TCGA-BC-A217-01A
75 years, female, white, stage:Stage II, dead, 1397 days
23.9
TCGA-G3-A25S-01A
64 years, male, white, stage:Stage I, dead, 416 days
23.9
TCGA-KR-A7K0-01A
65 years, male, white, stage:Stage I, dead, 65 days
23.9
TCGA-CC-A9FS-01A
55 years, male, asian, stage:Stage II, alive, 211 days
23.9
TCGA-DD-AAD8-01A
73 years, female, asian, stage:Stage I, alive, 1219 days
23.6
TCGA-DD-AAEK-01A
51 years, male, asian, stage:Stage II, alive, 1067 days
23.6
TCGA-DD-AACL-01A
66 years, female, asian, stage:Stage I, dead, 107 days
23.4
TCGA-G3-A3CG-01A
80 years, male, white, stage:Stage I, alive, 673 days
23.4
TCGA-ED-A8O6-01A
50 years, female, asian, stage:Stage IIIA, dead, 56 days
23.3
TCGA-ED-A66X-01A
35 years, male, asian, stage:Stage IIIA, alive, 406 days
23.3
TCGA-2Y-A9H5-01A
59 years, female, white, stage:Stage I, dead, 555 days
23.2
TCGA-DD-A4NO-01A
65 years, male, white, stage:Stage I, alive, 2245 days
23.1
TCGA-FV-A2QR-01A
75 years, male, white, stage:Stage I, dead, 581 days
23.0
TCGA-MI-A75G-01A
63 years, male, white, stage:Stage II, alive, 698 days
23.0
TCGA-WX-AA46-01A
61 years, male, white, stage:Stage II, alive, 756 days
23.0
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:Stage I, dead, 19 days
22.9
TCGA-UB-AA0V-01A
69 years, female, white, stage:Stage I, alive, 314 days
22.9
TCGA-ED-A7PY-01A
20 years, female, asian, stage:Stage II, alive, 390 days
22.7
TCGA-G3-A25U-01A
63 years, female, asian, stage:Stage I, alive, 1636 days
22.7
TCGA-CC-A7IG-01A
47 years, male, asian, stage:Stage II, dead, 299 days
22.7
TCGA-ED-A4XI-01A
58 years, male, asian, stage:Stage II, alive, 819 days
22.7
TCGA-EP-A3RK-01A
73 years, male, white, stage:Stage IIIA, alive, 363 days
22.6
TCGA-DD-A4ND-01A
56 years, female, white, stage:Stage I, alive, 2746 days
22.6
TCGA-PD-A5DF-01A
58 years, female, white, stage:Stage IIIB, dead, 639 days
22.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:Stage I, alive, 345 days
22.4
TCGA-DD-AADU-01A
60 years, male, asian, stage:Stage II, alive, 554 days
22.3
TCGA-DD-A39Y-01A
67 years, male, asian, stage:Stage I, dead, 171 days
22.3
TCGA-DD-AAE1-01A
52 years, male, asian, stage:Stage I, alive, 552 days
22.3
TCGA-2Y-A9H7-01A
81 years, female, white, stage:Stage I, alive, 1168 days
22.2
TCGA-DD-AAED-01A
51 years, male, asian, stage:Stage I, alive, 763 days
22.2
TCGA-DD-AAE6-01A
59 years, female, asian, stage:Stage I, alive, 141 days
22.1
TCGA-DD-AAVV-01A
56 years, male, asian, stage:Stage II, alive, 2455 days
22.1
TCGA-CC-A8HV-01A
51 years, female, asian, stage:Stage II, dead, 279 days
22.1
TCGA-DD-AAEI-01A
72 years, male, asian, stage:Stage I, alive, 1531 days
22.0
TCGA-ZS-A9CE-01A
79 years, female, white, stage:Stage II, alive, 1241 days
22.0
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:Stage IIIA, alive, 20 days
21.9
TCGA-ED-A97K-01A
54 years, male, asian, stage:Stage IIIA, alive, 6 days
21.8
TCGA-BC-A216-01A
62 years, female, white, stage:Stage IIIA, alive, 1351 days
21.7
TCGA-5C-A9VH-01A
70 years, male, white, stage:Stage I, alive, 322 days
21.7
TCGA-ED-A66Y-01A
51 years, female, asian, stage:Stage IIIA, dead, 296 days
21.6
TCGA-2Y-A9GU-01A
55 years, female, white, stage:Stage I, alive, 1939 days
21.5
TCGA-ED-A7XO-01A
29 years, male, asian, stage:Stage IIIA, alive, 427 days
21.2
TCGA-FV-A496-01A
84 years, female, white, stage:Stage I, alive, 10 days
21.2
TCGA-DD-AAW1-01A
55 years, male, asian, stage:Stage IIIA, alive, 1989 days
21.2
TCGA-BC-A10Y-01A
76 years, male, white, stage:'--, dead, 711 days
21.1
TCGA-DD-A4NR-01A
85 years, female, white, stage:Stage I, dead, 9 days
21.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:Stage I, alive, 729 days
21.0
TCGA-ED-A627-01A
74 years, male, white, stage:Stage I, alive, 423 days
20.9
TCGA-DD-A73F-01A
77 years, female, white, stage:Stage I, alive, 1085 days
20.9
TCGA-MR-A520-01A
58 years, male, white, stage:Stage I, alive, 229 days
20.9
TCGA-ZP-A9CZ-01A
72 years, male, asian, stage:'--, alive, 706 days
20.9
TCGA-CC-5262-01A
67 years, male, asian, stage:Stage IIIC, dead, 103 days
20.8
TCGA-XR-A8TD-01A
49 years, female, white, stage:Stage IIIB, alive, 1030 days
20.8
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:Stage II, alive, 6 days
20.8
TCGA-BC-A10S-01A
81 years, male, white, stage:'--, dead, 1423 days
20.7
TCGA-G3-A5SI-01A
44 years, male, asian, stage:Stage II, dead, 768 days
20.6
TCGA-2Y-A9GT-01A
51 years, male, white, stage:Stage I, dead, 1624 days
20.6
TCGA-K7-A5RF-01A
64 years, male, white, stage:Stage I, alive, 631 days
20.6
TCGA-KR-A7K8-01A
57 years, male, stage:Stage I, alive, 906 days
20.6
TCGA-G3-A5SM-01A
58 years, male, white, stage:Stage II, alive, 520 days
20.5
TCGA-BC-A5W4-01A
69 years, male, white, stage:Stage IIIA, dead, 547 days
20.5
TCGA-G3-A25V-01A
68 years, male, white, stage:Stage I, alive, 860 days
20.3
TCGA-2Y-A9H9-01A
70 years, male, white, stage:Stage I, alive, 697 days
20.2
TCGA-UB-A7MA-01A
62 years, female, white, stage:Stage II, alive, 848 days
20.2
TCGA-G3-AAV6-01A
53 years, female, white, stage:Stage IIIA, dead, 65 days
20.1
TCGA-G3-A7M6-01A
60 years, female, white, stage:Stage I, alive, 632 days
20.1
TCGA-GJ-A3OU-01A
59 years, male, white, stage:Stage I, alive, 879 days
20.0
TCGA-MI-A75H-01A
77 years, male, white, stage:'--, alive, 747 days
19.9
TCGA-NI-A4U2-01A
71 years, male, white, stage:Stage IIIA, dead, 1791 days
19.8
TCGA-DD-A115-01A
53 years, male, white, stage:Stage IIIA, dead, 2542 days
19.7
TCGA-RC-A6M4-01A
74 years, female, white, stage:Stage IIIA, alive, 22 days
19.6
TCGA-DD-AAD6-01A
66 years, male, asian, stage:Stage IIIA, alive, 672 days
19.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:Stage II, alive, 20 days
19.6
TCGA-ZS-A9CG-01A
55 years, male, white, stage:Stage II, alive, 341 days
19.5
TCGA-RC-A6M6-01A
75 years, male, white, stage:Stage II, alive, 9 days
19.5
TCGA-DD-AACJ-01A
75 years, male, asian, stage:Stage II, alive, 2102 days
19.4
TCGA-DD-AADI-01A
43 years, female, asian, stage:Stage I, alive, 1085 days
19.4
TCGA-FV-A3I0-01A
76 years, female, white, stage:Stage II, alive, 848 days
19.4
TCGA-DD-AACY-01A
61 years, male, asian, stage:Stage I, alive, 1450 days
19.3
TCGA-DD-A1EG-01A
76 years, male, white, stage:Stage I, dead, 1372 days
19.3
TCGA-DD-AACT-01A
69 years, female, asian, stage:Stage I, alive, 1562 days
19.2
TCGA-DD-AACP-01A
64 years, male, asian, stage:Stage I, alive, 415 days
19.1
TCGA-CC-A3M9-01A
45 years, male, asian, stage:Stage IIIA, dead, 300 days
19.1
TCGA-BD-A3EP-01A
75 years, female, black or african american, stage:Stage I, alive, 409 days
19.1
TCGA-2Y-A9H6-01A
68 years, female, white, stage:Stage I, alive, 357 days
19.1
TCGA-DD-AAVR-01A
44 years, male, asian, stage:Stage I, alive, 2513 days
19.0
TCGA-CC-A7IE-01A
57 years, male, asian, stage:Stage IIIA, dead, 217 days
18.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:Stage IVB, dead, 558 days
18.9
TCGA-DD-A3A8-01A
75 years, male, white, stage:Stage II, dead, 11 days
18.8
TCGA-DD-A3A1-01A
65 years, male, stage:Stage IIIA, dead, 233 days
18.8
TCGA-RC-A7SH-01A
42 years, male, asian, stage:Stage II, alive, 468 days
18.8
TCGA-DD-AAVX-01A
38 years, male, asian, stage:Stage II, alive, 1718 days
18.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:Stage IIIA, alive, 366 days
18.7
TCGA-FV-A3R3-01A
38 years, female, white, stage:Stage I, dead, 366 days
18.6
TCGA-GJ-A6C0-01A
75 years, female, white, stage:Stage II, dead, 31 days
18.6
TCGA-DD-AAD5-01A
54 years, male, asian, stage:Stage I, alive, 1345 days
18.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:Stage I, alive, 3308 days
18.5
TCGA-YA-A8S7-01A
68 years, male, white, stage:Stage IIIA, dead, 412 days
18.5
TCGA-DD-AACB-01A
74 years, female, asian, stage:Stage I, alive, 2324 days
18.5
TCGA-DD-AACI-01A
69 years, male, asian, stage:Stage II, alive, 1618 days
18.4
TCGA-DD-A116-01A
68 years, male, asian, stage:Stage IIIA, dead, 1622 days
18.3
TCGA-2Y-A9GY-01A
64 years, female, white, stage:Stage II, dead, 757 days
18.1
TCGA-DD-AADJ-01A
70 years, female, asian, stage:Stage I, alive, 1066 days
18.1
TCGA-RC-A7SB-01A
53 years, male, asian, stage:Stage II, alive, 588 days
18.0
TCGA-DD-A3A2-01A
76 years, female, white, stage:Stage I, dead, 2131 days
18.0
TCGA-DD-A3A5-01A
66 years, female, white, stage:Stage III, dead, 3125 days
18.0
TCGA-K7-AAU7-01A
61 years, male, white, stage:Stage II, alive, 359 days
17.9
TCGA-ZS-A9CD-01A
73 years, male, white, stage:Stage II, dead, 1386 days
17.7
TCGA-G3-AAV2-01A
50 years, male, white, stage:Stage I, alive, 372 days
17.7
TCGA-DD-AADM-01A
58 years, male, asian, stage:Stage II, dead, 12 days
17.6
TCGA-MI-A75E-01A
61 years, male, white, stage:Stage IIIC, alive, 507 days
17.5
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:Stage IIIB, alive, 396 days
17.5
TCGA-DD-AAVP-01A
48 years, male, asian, stage:Stage I, alive, 2752 days
17.5
TCGA-DD-A39X-01A
78 years, female, white, stage:Stage I, dead, 1694 days
17.4
TCGA-BD-A2L6-01A
69 years, male, white, stage:'--, alive, 1363 days
17.4
TCGA-DD-A3A7-01A
67 years, male, stage:Stage IIIB, dead, 419 days
17.3
TCGA-G3-A7M7-01A
65 years, male, white, stage:Stage I, alive, 361 days
17.3
TCGA-MI-A75C-01A
64 years, male, white, stage:Stage I, alive, 291 days
17.2
TCGA-DD-AACG-01A
52 years, male, asian, stage:Stage II, dead, 469 days
17.0
TCGA-CC-A9FW-01A
68 years, male, asian, stage:Stage IIIA, alive, 248 days
16.9
TCGA-G3-A25Z-01A
58 years, male, asian, stage:Stage I, alive, 655 days
16.9
TCGA-DD-AACF-01A
68 years, male, asian, stage:Stage I, dead, 365 days
16.9
TCGA-DD-A119-01A
40 years, male, asian, stage:Stage IV, dead, 223 days
16.7
TCGA-DD-A4NI-01A
67 years, male, white, stage:Stage II, alive, 816 days
16.7
TCGA-K7-A6G5-01A
66 years, male, white, stage:Stage I, alive, 512 days
16.6
TCGA-DD-AADQ-01A
59 years, male, asian, stage:Stage II, alive, 436 days
16.5
TCGA-BD-A3ER-01A
62 years, male, white, stage:Stage II, alive, 1115 days
16.5
TCGA-DD-AAE7-01A
72 years, male, asian, stage:Stage I, alive, 644 days
16.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:Stage IIIA, alive, 449 days
16.4
TCGA-CC-A7IF-01A
59 years, male, asian, stage:Stage IIIA, dead, 649 days
16.3
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:Stage I, alive, 1452 days
16.0
TCGA-2Y-A9GW-01A
64 years, male, white, stage:Stage I, dead, 1271 days
15.8
TCGA-RC-A6M5-01A
20 years, female, white, stage:Stage IVA, alive, 15 days
15.8
TCGA-G3-A5SK-01A
58 years, male, white, stage:Stage I, alive, 744 days
15.5
TCGA-DD-A39Z-01A
43 years, female, stage:Stage II, dead, 601 days
15.4
TCGA-G3-A5SJ-01A
59 years, male, white, stage:Stage I, alive, 698 days
15.4
TCGA-RC-A7S9-01A
47 years, female, asian, stage:Stage I, alive, 640 days
15.3
TCGA-G3-A7M5-01A
76 years, male, asian, stage:Stage I, alive, 447 days
15.3
TCGA-HP-A5MZ-01A
78 years, male, stage:Stage I, dead, 91 days
15.2
TCGA-O8-A75V-01A
54 years, male, stage:Stage I, alive, 538 days
15.2
TCGA-G3-A3CI-01A
71 years, male, white, stage:Stage I, alive, 180 days
15.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:Stage I, dead, 115 days
15.1
TCGA-2Y-A9H0-01A
49 years, male, white, stage:Stage IIIA, alive, 3675 days
15.0
TCGA-UB-A7MF-01A
56 years, male, white, stage:Stage IIIA, dead, 214 days
15.0
TCGA-DD-A1ED-01A
68 years, male, white, stage:Stage I, alive, 2301 days
14.7
TCGA-DD-AAEA-01A
65 years, male, asian, stage:Stage I, alive, 575 days
14.6
TCGA-G3-A7M8-01A
31 years, male, asian, stage:Stage I, alive, 430 days
14.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:Stage I, alive, 425 days
14.6
TCGA-DD-AAE0-01A
45 years, female, asian, stage:Stage IIIA, alive, 555 days
14.6
TCGA-KR-A7K7-01A
61 years, female, white, stage:Stage II, alive, 951 days
14.5
TCGA-DD-A39V-01A
77 years, male, white, stage:Stage II, dead, 643 days
14.5
TCGA-DD-AAEB-01A
60 years, male, asian, stage:Stage I, alive, 478 days
14.4
TCGA-ES-A2HS-01A
80 years, male, white, stage:Stage I, dead, 688 days
14.3
TCGA-G3-AAV0-01A
58 years, male, asian, stage:Stage I, alive, 476 days
14.1
TCGA-DD-AADA-01A
66 years, female, asian, stage:Stage I, alive, 1233 days
13.9
TCGA-DD-AADK-01A
68 years, female, asian, stage:Stage II, alive, 1049 days
13.9
TCGA-2Y-A9H8-01A
85 years, female, white, stage:'--, dead, 633 days
13.9
TCGA-BC-A69H-01A
64 years, male, white, stage:Stage II, alive, 444 days
13.8
TCGA-DD-A4NL-01A
46 years, male, white, stage:Stage I, alive, 1711 days
13.8
TCGA-DD-A3A9-01A
64 years, female, white, stage:Stage IVB, dead, 931 days
13.7
TCGA-DD-AA3A-01A
81 years, female, white, stage:Stage I, dead, 410 days
13.7
TCGA-FV-A495-01A
51 years, female, white, stage:Stage II, alive, 1 days
13.7
TCGA-DD-AACC-01A
61 years, male, asian, stage:Stage I, dead, 1685 days
13.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:Stage I, alive, 608 days
13.4
TCGA-EP-A2KA-01A
52 years, female, white, stage:Stage IIIA, dead, 627 days
13.2
TCGA-CC-A123-01A
24 years, female, asian, stage:Stage IIIA, alive, 219 days
13.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:Stage I, alive, 330 days
13.2
TCGA-G3-A25T-01A
45 years, female, white, stage:Stage IIIA, alive, 1553 days
13.2
TCGA-EP-A3JL-01A
76 years, male, white, stage:Stage I, alive, 303 days
13.1
TCGA-DD-AAVU-01A
46 years, male, asian, stage:Stage II, alive, 2202 days
13.1
TCGA-DD-AACD-01A
48 years, male, asian, stage:Stage I, dead, 381 days
13.1
TCGA-DD-AACO-01A
40 years, male, asian, stage:Stage I, alive, 1876 days
13.0
TCGA-CC-A7II-01A
54 years, male, asian, stage:Stage IIIA, alive, 399 days
12.9
TCGA-BC-A69I-01A
69 years, male, white, stage:Stage I, alive, 387 days
12.9
TCGA-UB-A7ME-01A
51 years, male, asian, stage:Stage I, alive, 486 days
12.7
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:Stage I, alive, 2728 days
12.7
TCGA-RC-A7SF-01A
66 years, male, asian, stage:Stage I, alive, 579 days
12.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:Stage II, alive, 395 days
12.3
TCGA-G3-AAUZ-01A
48 years, male, stage:Stage I, alive, 480 days
12.3
TCGA-DD-AADS-01A
63 years, male, asian, stage:Stage I, alive, 474 days
12.2
TCGA-DD-AAE3-01A
50 years, male, asian, stage:Stage I, alive, 566 days
11.8
TCGA-KR-A7K2-01A
64 years, male, white, stage:Stage I, alive, 829 days
11.8
TCGA-BC-A110-01A
51 years, female, black or african american, stage:'--, dead, 2116 days
11.7
TCGA-DD-AADN-01A
59 years, male, asian, stage:Stage I, alive, 898 days
11.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
11.5
TCGA-DD-A3A6-01A
72 years, female, white, stage:Stage II, dead, 3258 days
11.5
TCGA-G3-A25X-01A
73 years, male, asian, stage:Stage II, alive, 1779 days
11.4
TCGA-CC-5259-01A
60 years, female, asian, stage:Stage IIIC, alive, 250 days
11.2
TCGA-WX-AA47-01A
33 years, female, white, stage:Stage IIIA, dead, 556 days
10.9
TCGA-WQ-A9G7-01A
71 years, female, white, stage:'--, alive, 30 days
10.8
TCGA-FV-A4ZP-01A
78 years, male, white, stage:Stage IIIA, dead, 2486 days
10.6
TCGA-DD-A3A3-01A
45 years, male, asian, stage:Stage I, dead, 535 days
10.1
TCGA-DD-AADO-01A
55 years, male, asian, stage:Stage I, alive, 453 days
10.1
TCGA-DD-AAC9-01A
51 years, male, asian, stage:Stage I, alive, 347 days
10.0
TCGA-2Y-A9H3-01A
45 years, male, white, stage:Stage II, alive, 1516 days
9.8
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:Stage I, dead, 438 days
9.7
TCGA-2Y-A9H1-01A
58 years, male, white, stage:Stage I, dead, 1229 days
9.6
TCGA-DD-A73G-01A
73 years, female, white, stage:Stage I, alive, 3478 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
865
Tumor
1.4
1041
Tumor
0.9
227
Tumor
0.9
925
Tumor
0.9
513
Tumor
0.8
443
Tumor
0.7
537
Tumor
0.7
557
Tumor
0.6
553
Tumor
0.6
627
Tumor
0.6
221
Tumor
0.6
473
Tumor
0.6
1027
Tumor
0.6
685
Tumor
0.5
525
Tumor
0.5
231
Tumor
0.5
1025
Tumor
0.5
567
Tumor
0.5
533
Tumor
0.5
1013
Tumor
0.5
951
Tumor
0.5
883
Tumor
0.5
515
Tumor
0.5
477
Tumor
0.4
911
Tumor
0.4
715
Tumor
0.4
1031
Tumor
0.4
127
Tumor
0.4
267
Tumor
0.4
483
Tumor
0.4
861
Tumor
0.4
915
Tumor
0.4
465
Tumor
0.4
471
Tumor
0.4
615
Tumor
0.4
1045
Tumor
0.4
823
Tumor
0.4
745
Tumor
0.4
867
Tumor
0.3
727
Tumor
0.3
261
Tumor
0.3
491
Tumor
0.3
815
Tumor
0.3
411
Tumor
0.3
965
Tumor
0.3
641
Tumor
0.3
741
Tumor
0.3
913
Tumor
0.3
777
Tumor
0.3
123
Tumor
0.3
665
Tumor
0.3
493
Tumor
0.3
363
Tumor
0.3
873
Tumor
0.3
435
Tumor
0.3
977
Tumor
0.3
431
Tumor
0.3
425
Tumor
0.3
535
Tumor
0.3
171
Tumor
0.3
361
Tumor
0.2
663
Tumor
0.2
353
Tumor
0.2
724
Normal
0.2
746
Normal
0.2
523
Tumor
0.2
517
Tumor
0.2
921
Tumor
0.2
327
Tumor
0.2
135
Tumor
0.2
563
Tumor
0.2
423
Tumor
0.2
937
Tumor
0.2
851
Tumor
0.2
481
Tumor
0.2
868
Normal
0.2
955
Tumor
0.2
573
Tumor
0.1
145
Tumor
0.1
571
Tumor
0.1
415
Tumor
0.1
534
Normal
0.1
554
Normal
0.1
824
Normal
0.1
137
Tumor
0.1
448
Normal
0.1
864
Normal
0.1
461
Tumor
0.1
526
Normal
0.1
737
Tumor
0.1
1014
Normal
0.1
862
Normal
0.1
858
Normal
0.1
191
Tumor
0.1
484
Normal
0.1
922
Normal
0.1
162
Normal
0.1
351
Tumor
0.1
952
Normal
0.1
365
Tumor
0.1
695
Tumor
0.1
474
Normal
0.1
328
Normal
0.1
698
Normal
0.1
938
Normal
0.1
383
Tumor
0.1
944
Normal
0.1
738
Normal
0.1
451
Tumor
0.1
488
Normal
0.1
648
Normal
0.0
636
Normal
0.0
963
Tumor
0.0
421
Tumor
0.0
866
Normal
0.0
1015
Tumor
0.0
172
Normal
0.0
617
Tumor
0.0
285
Tumor
0.0
1032
Normal
0.0
964
Normal
0.0
728
Normal
0.0
686
Normal
0.0
128
Normal
0.0
546
Normal
0.0
968
Normal
0.0
878
Normal
0.0
148
Normal
0.0
912
Normal
0.0
1026
Normal
0.0
196
Normal
0.0
755
Tumor
0.0
528
Normal
0.0
212
Normal
0.0
882
Normal
0.0
957
Tumor
0.0
298
Normal
0.0
482
Normal
0.0
412
Normal
0.0
1021
Tumor
0.0
518
Normal
0.0
714
Normal
0.0
723
Tumor
0.0
696
Normal
0.0
857
Tumor
0.0
558
Normal
0.0
1043
Tumor
0.0
984
Normal
0.0
497
Tumor
0.0
863
Tumor
0.0
818
Normal
0.0
778
Normal
0.0
472
Normal
0.0
635
Tumor
0.0
278
Normal
0.0
918
Normal
0.0
367
Tumor
0.0
161
Tumor
0.0
516
Normal
0.0
195
Tumor
0.0
356
Normal
0.0
564
Normal
0.0
981
Tumor
0.0
257
Tumor
0.0
982
Normal
0.0
1028
Normal
0.0
881
Tumor
0.0
462
Normal
0.0
816
Normal
0.0
433
Tumor
0.0
416
Normal
0.0
428
Normal
0.0
956
Normal
0.0
953
Tumor
0.0
436
Normal
0.0
926
Normal
0.0
572
Normal
0.0
514
Normal
0.0
966
Normal
0.0
852
Normal
0.0
422
Normal
0.0
1016
Normal
0.0
142
Normal
-0.1
924
Normal
-0.1
358
Normal
-0.1
1046
Normal
-0.1
877
Tumor
-0.1
331
Tumor
-0.1
112
Tumor
-0.1
222
Normal
-0.1
785
Tumor
-0.1
786
Normal
-0.1
1022
Normal
-0.1
618
Normal
-0.1
742
Normal
-0.1
232
Normal
-0.1
494
Normal
-0.1
186
Normal
-0.1
342
Normal
-0.1
223
Tumor
-0.1
424
Normal
-0.1
664
Normal
-0.1
286
Normal
-0.1
524
Normal
-0.1
258
Normal
-0.1
113
Tumor
-0.1
464
Normal
-0.1
642
Normal
-0.1
228
Normal
-0.1
756
Normal
-0.1
187
Tumor
-0.1
111
Normal
-0.1
874
Normal
-0.1
983
Tumor
-0.1
271
Tumor
-0.1
364
Normal
-0.1
568
Normal
-0.1
958
Normal
-0.1
391
Tumor
-0.1
916
Normal
-0.1
312
Normal
-0.1
954
Normal
-0.1
313
Tumor
-0.1
132
Normal
-0.1
136
Normal
-0.1
697
Tumor
-0.1
616
Normal
-0.1
362
Normal
-0.1
721
Tumor
-0.1
284
Normal
-0.1
354
Normal
-0.1
884
Normal
-0.1
352
Normal
-0.1
314
Normal
-0.1
217
Tumor
-0.1
432
Normal
-0.1
1042
Normal
-0.1
666
Normal
-0.1
722
Normal
-0.1
214
Normal
-0.1
368
Normal
-0.1
662
Normal
-0.1
468
Normal
-0.1
262
Normal
-0.1
341
Tumor
-0.1
414
Normal
-0.1
487
Tumor
-0.1
914
Normal
-0.1
426
Normal
-0.1
923
Tumor
-0.1
376
Normal
-0.2
813
Tumor
-0.2
185
Tumor
-0.2
743
Tumor
-0.2
976
Normal
-0.2
1044
Normal
-0.2
218
Normal
-0.2
466
Normal
-0.2
452
Normal
-0.2
344
Normal
-0.2
138
Normal
-0.2
628
Normal
-0.2
538
Normal
-0.2
744
Normal
-0.2
366
Normal
-0.2
978
Normal
-0.2
817
Tumor
-0.2
716
Normal
-0.2
444
Normal
-0.2
131
Tumor
-0.2
224
Normal
-0.2
268
Normal
-0.2
545
Tumor
-0.2
427
Tumor
-0.2
713
Tumor
-0.2
574
Normal
-0.2
446
Normal
-0.2
395
Tumor
-0.2
297
Tumor
-0.2
124
Normal
-0.2
393
Tumor
-0.2
277
Tumor
-0.2
388
Normal
-0.2
394
Normal
-0.2
114
Normal
-0.2
332
Normal
-0.2
387
Tumor
-0.2
357
Tumor
-0.2
456
Normal
-0.2
478
Normal
-0.2
272
Normal
-0.2
396
Normal
-0.2
188
Normal
-0.2
975
Tumor
-0.2
492
Normal
-0.2
126
Normal
-0.2
213
Tumor
-0.3
527
Tumor
-0.3
384
Normal
-0.3
355
Tumor
-0.3
147
Tumor
-0.3
536
Normal
-0.3
392
Normal
-0.3
386
Normal
-0.3
647
Tumor
-0.3
385
Tumor
-0.3
445
Tumor
-0.3
447
Tumor
-0.3
814
Normal
-0.4
434
Normal
-0.4
146
Normal
-0.4
671
Tumor
-0.4
141
Tumor
-0.4
463
Tumor
-0.4
672
Normal
-0.4
467
Tumor
-0.4
943
Tumor
-0.4
413
Tumor
-0.5
498
Normal
-0.5
192
Normal
-0.5
967
Tumor
-0.5
375
Tumor
-0.5
455
Tumor
-0.5
125
Tumor
-0.5
661
Tumor
-0.6
283
Tumor
-0.6
211
Tumor
-0.6
917
Tumor
-0.7
311
Tumor
-0.7
343
Tumor
-0.8
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
