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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.
TRAPPC12 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
23.0
Number of samples
362
Samples
Sample
Description
TPM
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
119.8
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
93.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
92.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
91.8
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
81.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
78.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
74.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
70.3
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
69.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
67.0
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
66.8
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
58.2
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
57.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
57.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
56.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
50.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
50.1
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
49.1
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
48.6
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
45.7
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
44.6
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
44.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
44.0
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
43.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
43.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
42.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
42.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
42.1
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
42.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
41.8
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
41.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
41.2
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
41.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
41.0
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
39.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
39.5
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
39.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
38.9
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
38.9
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
37.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
36.6
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
36.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
36.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
36.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
35.9
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
35.8
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
35.4
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
34.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
34.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
34.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
33.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
33.6
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
33.5
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
32.9
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
32.6
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
32.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
32.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
31.8
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
31.6
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
31.4
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
31.0
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
30.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
30.5
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
30.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
29.9
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
29.3
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
29.1
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
28.8
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
28.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
28.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
28.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
28.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
28.5
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
28.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
28.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
28.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
28.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
27.9
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
27.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
27.7
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
27.7
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
27.5
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
27.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
27.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
27.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
26.8
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
26.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
26.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
26.5
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
26.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
26.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
26.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
26.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
26.3
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
26.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
26.0
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
25.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
25.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
25.7
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
25.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
25.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
25.4
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
25.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
24.9
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
24.6
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
24.6
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
24.5
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
24.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
24.2
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
24.2
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
24.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
24.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
24.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
24.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
23.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
23.8
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
23.8
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
23.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
23.8
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
23.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
23.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
23.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
23.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
23.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
23.1
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
22.9
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
22.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
22.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
22.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
22.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
22.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
22.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
22.4
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
22.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
22.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
22.0
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
22.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
22.0
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
21.9
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
21.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
21.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
21.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
21.3
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
21.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
21.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
21.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
21.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
21.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
20.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
20.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
20.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
20.7
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
20.7
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
20.7
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
20.6
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
20.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
20.5
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
20.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
20.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
20.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
20.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
20.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
20.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
20.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
20.1
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
20.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
20.0
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
19.8
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
19.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
19.5
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
19.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
19.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
19.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
19.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
19.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
19.2
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
19.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
19.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
19.2
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
19.1
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
19.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
19.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
18.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
18.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
18.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
18.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
18.8
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
18.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
18.7
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
18.6
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
18.6
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
18.5
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
18.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
18.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
18.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
18.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
18.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
18.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
18.4
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
18.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
18.3
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
18.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
18.2
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
18.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
18.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
18.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
18.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
17.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
17.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
17.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
17.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
17.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
17.8
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
17.8
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
17.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
17.7
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
17.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
17.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
17.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
17.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
17.5
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
17.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
17.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
17.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
17.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
17.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
17.1
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
17.1
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
17.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
17.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
17.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
17.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
16.8
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
16.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
16.7
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
16.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
16.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
16.6
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
16.6
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
16.6
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
16.5
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
16.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
16.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
16.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
16.2
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
16.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
16.0
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
16.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
16.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
15.9
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
15.9
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
15.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
15.8
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
15.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
15.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
15.6
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
15.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
15.4
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
15.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
15.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
15.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
15.3
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
15.2
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
15.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
15.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
15.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
15.1
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
15.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
14.9
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
14.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
14.8
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
14.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
14.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
14.6
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
14.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
14.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
14.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
14.4
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
14.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
14.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
14.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
13.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
13.8
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
13.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
13.6
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
13.6
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.5
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
13.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
13.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
13.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
13.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
13.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
12.9
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
12.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
12.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
12.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
12.8
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
12.7
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
12.6
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
12.6
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
12.5
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
12.4
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
12.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
12.3
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
12.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
12.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
12.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
12.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
12.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
12.0
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
11.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
11.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
11.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
11.7
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
11.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
11.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
11.5
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
11.4
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
11.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
11.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
11.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
11.1
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
11.1
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
10.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
10.9
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
10.8
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
10.7
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
10.7
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
10.7
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
10.6
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
10.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
10.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
10.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
10.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
10.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
10.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
10.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
9.9
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
9.8
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
9.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
9.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
9.5
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
9.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
9.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
9.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
9.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
8.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
8.8
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.6
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
8.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
8.4
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
8.4
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
8.3
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
8.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
7.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
7.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
7.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
7.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
7.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
6.4
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 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
745
Tumor
0.7
1025
Tumor
0.6
487
Tumor
0.6
533
Tumor
0.5
911
Tumor
0.5
915
Tumor
0.4
695
Tumor
0.4
211
Tumor
0.4
553
Tumor
0.4
937
Tumor
0.4
661
Tumor
0.4
471
Tumor
0.4
944
Normal
0.4
925
Tumor
0.4
1043
Tumor
0.3
923
Tumor
0.3
957
Tumor
0.3
741
Tumor
0.3
272
Normal
0.3
713
Tumor
0.3
363
Tumor
0.3
981
Tumor
0.3
954
Normal
0.3
955
Tumor
0.3
943
Tumor
0.3
953
Tumor
0.3
938
Normal
0.3
277
Tumor
0.3
635
Tumor
0.3
227
Tumor
0.3
916
Normal
0.3
966
Normal
0.3
647
Tumor
0.3
443
Tumor
0.3
861
Tumor
0.3
1031
Tumor
0.3
514
Normal
0.2
568
Normal
0.2
451
Tumor
0.2
815
Tumor
0.2
1042
Normal
0.2
472
Normal
0.2
368
Normal
0.2
918
Normal
0.2
924
Normal
0.2
362
Normal
0.2
447
Tumor
0.2
191
Tumor
0.2
573
Tumor
0.2
952
Normal
0.2
524
Normal
0.2
978
Normal
0.2
1022
Normal
0.2
914
Normal
0.2
356
Normal
0.2
484
Normal
0.2
1032
Normal
0.2
884
Normal
0.2
395
Tumor
0.2
867
Tumor
0.2
463
Tumor
0.2
958
Normal
0.2
564
Normal
0.2
526
Normal
0.2
756
Normal
0.2
327
Tumor
0.2
482
Normal
0.2
1014
Normal
0.2
868
Normal
0.2
723
Tumor
0.2
516
Normal
0.2
882
Normal
0.2
851
Tumor
0.2
968
Normal
0.2
778
Normal
0.2
545
Tumor
0.2
686
Normal
0.2
527
Tumor
0.2
817
Tumor
0.2
262
Normal
0.2
481
Tumor
0.2
864
Normal
0.2
951
Tumor
0.2
196
Normal
0.2
376
Normal
0.2
494
Normal
0.2
922
Normal
0.2
466
Normal
0.2
391
Tumor
0.2
697
Tumor
0.2
271
Tumor
0.2
558
Normal
0.2
913
Tumor
0.2
926
Normal
0.2
332
Normal
0.2
518
Normal
0.2
984
Normal
0.2
384
Normal
0.2
912
Normal
0.2
823
Tumor
0.2
1021
Tumor
0.2
572
Normal
0.2
866
Normal
0.2
956
Normal
0.2
616
Normal
0.2
491
Tumor
0.2
261
Tumor
0.2
232
Normal
0.2
721
Tumor
0.2
188
Normal
0.2
478
Normal
0.2
728
Normal
0.2
738
Normal
0.2
921
Tumor
0.2
536
Normal
0.2
525
Tumor
0.1
746
Normal
0.1
1016
Normal
0.1
468
Normal
0.1
535
Tumor
0.1
488
Normal
0.1
278
Normal
0.1
964
Normal
0.1
212
Normal
0.1
464
Normal
0.1
883
Tumor
0.1
267
Tumor
0.1
786
Normal
0.1
666
Normal
0.1
312
Normal
0.1
172
Normal
0.1
162
Normal
0.1
314
Normal
0.1
523
Tumor
0.1
513
Tumor
0.1
428
Normal
0.1
492
Normal
0.1
285
Tumor
0.1
696
Normal
0.1
366
Normal
0.1
328
Normal
0.1
258
Normal
0.1
574
Normal
0.1
431
Tumor
0.1
498
Normal
0.1
777
Tumor
0.1
663
Tumor
0.1
474
Normal
0.1
858
Normal
0.1
724
Normal
0.1
1041
Tumor
0.1
257
Tumor
0.1
852
Normal
0.1
554
Normal
0.1
534
Normal
0.1
517
Tumor
0.1
1028
Normal
0.1
874
Normal
0.1
268
Normal
0.1
1045
Tumor
0.1
878
Normal
0.1
145
Tumor
0.1
737
Tumor
0.1
412
Normal
0.1
975
Tumor
0.1
465
Tumor
0.1
141
Tumor
0.1
982
Normal
0.1
132
Normal
0.1
446
Normal
0.1
422
Normal
0.1
816
Normal
0.1
392
Normal
0.1
128
Normal
0.1
528
Normal
0.1
641
Tumor
0.1
383
Tumor
0.1
421
Tumor
0.1
662
Normal
0.1
636
Normal
0.1
138
Normal
0.1
361
Tumor
0.1
148
Normal
0.1
722
Normal
0.1
857
Tumor
0.1
714
Normal
0.1
1026
Normal
0.1
976
Normal
0.1
396
Normal
0.1
824
Normal
0.1
298
Normal
0.1
628
Normal
0.1
567
Tumor
0.1
452
Normal
0.1
493
Tumor
0.1
448
Normal
0.1
313
Tumor
0.1
818
Normal
0.1
367
Tumor
0.1
881
Tumor
0.1
716
Normal
0.1
351
Tumor
0.1
483
Tumor
0.1
424
Normal
0.1
456
Normal
0.1
195
Tumor
0.1
462
Normal
0.1
388
Normal
0.1
642
Normal
0.1
414
Normal
0.1
136
Normal
0.1
432
Normal
0.1
426
Normal
0.1
415
Tumor
0.1
618
Normal
0.1
648
Normal
0.1
455
Tumor
0.1
742
Normal
0.1
467
Tumor
0.1
113
Tumor
0.0
416
Normal
0.0
126
Normal
0.0
1046
Normal
0.0
187
Tumor
0.0
142
Normal
0.0
231
Tumor
0.0
228
Normal
0.0
477
Tumor
0.0
125
Tumor
0.0
386
Normal
0.0
546
Normal
0.0
221
Tumor
0.0
983
Tumor
0.0
353
Tumor
0.0
444
Normal
0.0
297
Tumor
0.0
664
Normal
0.0
364
Normal
0.0
146
Normal
0.0
434
Normal
0.0
672
Normal
0.0
284
Normal
0.0
214
Normal
0.0
433
Tumor
0.0
311
Tumor
0.0
411
Tumor
0.0
186
Normal
0.0
218
Normal
0.0
358
Normal
0.0
427
Tumor
0.0
344
Normal
0.0
617
Tumor
0.0
224
Normal
0.0
137
Tumor
0.0
394
Normal
0.0
1027
Tumor
0.0
727
Tumor
0.0
665
Tumor
0.0
342
Normal
0.0
114
Normal
0.0
135
Tumor
0.0
755
Tumor
0.0
814
Normal
0.0
423
Tumor
0.0
1015
Tumor
0.0
785
Tumor
0.0
563
Tumor
0.0
515
Tumor
0.0
1044
Normal
0.0
413
Tumor
0.0
286
Normal
0.0
967
Tumor
0.0
538
Normal
0.0
222
Normal
0.0
112
Tumor
0.0
461
Tumor
0.0
375
Tumor
0.0
393
Tumor
0.0
185
Tumor
0.0
873
Tumor
0.0
124
Normal
0.0
343
Tumor
0.0
425
Tumor
0.0
213
Tumor
0.0
615
Tumor
0.0
192
Normal
0.0
537
Tumor
0.0
863
Tumor
0.0
436
Normal
-0.1
698
Normal
-0.1
965
Tumor
-0.1
497
Tumor
-0.1
111
Normal
-0.1
171
Tumor
-0.1
1013
Tumor
-0.1
862
Normal
-0.1
917
Tumor
-0.1
963
Tumor
-0.1
354
Normal
-0.1
355
Tumor
-0.1
671
Tumor
-0.1
877
Tumor
-0.1
352
Normal
-0.1
365
Tumor
-0.1
123
Tumor
-0.1
445
Tumor
-0.1
147
Tumor
-0.1
715
Tumor
-0.1
223
Tumor
-0.1
283
Tumor
-0.1
557
Tumor
-0.1
744
Normal
-0.1
977
Tumor
-0.1
217
Tumor
-0.2
813
Tumor
-0.2
571
Tumor
-0.2
743
Tumor
-0.2
473
Tumor
-0.2
627
Tumor
-0.2
387
Tumor
-0.2
685
Tumor
-0.2
161
Tumor
-0.2
385
Tumor
-0.2
127
Tumor
-0.2
331
Tumor
-0.2
341
Tumor
-0.3
131
Tumor
-0.3
357
Tumor
-0.3
435
Tumor
-0.4
865
Tumor
-0.4
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.