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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.
SLC52A2 is potential prognostic, high expression is unfavorable 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
14.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
112.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
90.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
77.7
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
77.5
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
77.5
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
70.5
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
64.6
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
62.5
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
60.0
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
59.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
55.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
52.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
50.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
49.8
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
47.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
44.9
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
44.6
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
44.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
42.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
40.0
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
37.9
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
36.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
36.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
36.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
36.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
34.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
33.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
32.7
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
32.5
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
32.2
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
32.0
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
31.5
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
31.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
30.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
30.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
29.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
29.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
29.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
29.0
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
28.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
27.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
26.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
26.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
25.6
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
25.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
25.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
25.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
25.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
24.6
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
24.5
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
24.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
24.4
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
24.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
23.9
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
23.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
23.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
23.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
23.5
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
23.0
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
22.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
22.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
22.3
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
21.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
21.8
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
21.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
21.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
21.5
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
21.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
21.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
21.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
21.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
21.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
21.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
20.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
20.7
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
20.7
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
20.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
20.5
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
20.2
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
20.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
19.3
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
19.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
18.6
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
18.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
17.8
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
17.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
17.3
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
17.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
17.2
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
16.9
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
16.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
16.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
16.3
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
16.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
16.2
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
16.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
16.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
15.9
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
15.9
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
15.8
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
15.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
15.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
15.5
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
15.4
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
15.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
15.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
14.7
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
14.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
14.5
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
14.4
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
14.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
14.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
14.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
13.9
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
13.9
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
13.7
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
13.7
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
13.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
13.4
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
13.3
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
13.1
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
12.9
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
12.9
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
12.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
12.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
12.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
12.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
12.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
12.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
12.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
12.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
12.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
12.1
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
12.0
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
11.9
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
11.9
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
11.8
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
11.7
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
11.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
11.6
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
11.6
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
11.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
11.6
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
11.5
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
11.4
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
11.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
11.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
11.2
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
11.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
11.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
11.0
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
11.0
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
10.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
10.9
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
10.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
10.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
10.8
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
10.7
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
10.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
10.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
10.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
10.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
10.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
10.3
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
10.3
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
10.2
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
10.1
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
10.1
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
10.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
10.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
9.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
9.9
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
9.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
9.9
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
9.8
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
9.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
9.7
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
9.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
9.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
9.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
9.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
9.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
9.2
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
9.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
9.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
9.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
9.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
8.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
8.9
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
8.8
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
8.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
8.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
8.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
8.7
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
8.6
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
8.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
8.6
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
8.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
8.5
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
8.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
8.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
8.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
8.2
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
8.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
8.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
8.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
8.1
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
8.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
8.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
8.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
8.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
8.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
8.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
8.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
7.9
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
7.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
7.9
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
7.8
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
7.8
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
7.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
7.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
7.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
7.4
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
7.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
7.3
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
7.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
7.3
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
7.2
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
7.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
7.1
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
7.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
7.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
7.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
7.0
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
6.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
6.8
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
6.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
6.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
6.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
6.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
6.6
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
6.6
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
6.6
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
6.5
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
6.5
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
6.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
6.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
6.5
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
6.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
6.4
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
6.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
6.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
6.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
6.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
6.3
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
6.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
6.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
6.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
6.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
6.1
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
6.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
6.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
6.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
6.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
6.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
6.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
6.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
5.9
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
5.9
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
5.9
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
5.9
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
5.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
5.8
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
5.8
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
5.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
5.7
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
5.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
5.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
5.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
5.7
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
5.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
5.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
5.6
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
5.6
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
5.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
5.5
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
5.5
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
5.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
5.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
5.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
5.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
5.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
5.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
5.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
5.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
5.1
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
5.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
5.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
5.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
4.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
4.9
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
4.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
4.9
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
4.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
4.9
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
4.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
4.8
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
4.8
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
4.8
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
4.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
4.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
4.7
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
4.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
4.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
4.6
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
4.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
4.6
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
4.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
4.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
4.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
4.4
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.3
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
4.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
4.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
4.1
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
4.1
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
4.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
4.1
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
4.1
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
4.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
4.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
4.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
3.8
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
3.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
3.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
3.6
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
3.4
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
3.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
3.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
3.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
3.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
3.2
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
3.2
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.2
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
3.2
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
3.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
3.0
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
2.9
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
2.9
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
2.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
2.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
2.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
2.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
2.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.0
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 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
283
Tumor
2.5
223
Tumor
1.8
573
Tumor
1.5
473
Tumor
1.3
427
Tumor
1.3
231
Tumor
1.1
395
Tumor
1.1
917
Tumor
1.1
491
Tumor
1.1
557
Tumor
1.1
743
Tumor
1.0
1041
Tumor
1.0
328
Normal
1.0
951
Tumor
0.9
187
Tumor
0.9
571
Tumor
0.9
567
Tumor
0.9
267
Tumor
0.9
285
Tumor
0.9
943
Tumor
0.8
1015
Tumor
0.7
483
Tumor
0.7
258
Normal
0.7
268
Normal
0.6
413
Tumor
0.6
813
Tumor
0.6
478
Normal
0.6
498
Normal
0.6
641
Tumor
0.6
385
Tumor
0.6
271
Tumor
0.6
224
Normal
0.5
814
Normal
0.5
724
Normal
0.5
455
Tumor
0.5
525
Tumor
0.5
467
Tumor
0.5
492
Normal
0.5
497
Tumor
0.5
1027
Tumor
0.4
257
Tumor
0.4
227
Tumor
0.4
232
Normal
0.4
262
Normal
0.4
723
Tumor
0.3
1025
Tumor
0.3
272
Normal
0.3
284
Normal
0.3
983
Tumor
0.3
228
Normal
0.3
937
Tumor
0.3
728
Normal
0.3
741
Tumor
0.3
421
Tumor
0.3
524
Normal
0.3
744
Normal
0.2
745
Tumor
0.2
463
Tumor
0.2
926
Normal
0.2
493
Tumor
0.2
953
Tumor
0.2
916
Normal
0.2
428
Normal
0.2
445
Tumor
0.2
185
Tumor
0.2
484
Normal
0.2
1013
Tumor
0.2
355
Tumor
0.2
161
Tumor
0.2
424
Normal
0.2
394
Normal
0.2
742
Normal
0.2
617
Tumor
0.2
471
Tumor
0.1
1031
Tumor
0.1
925
Tumor
0.1
1022
Normal
0.1
965
Tumor
0.1
526
Normal
0.1
386
Normal
0.1
286
Normal
0.1
984
Normal
0.1
918
Normal
0.1
1016
Normal
0.1
396
Normal
0.1
737
Tumor
0.1
415
Tumor
0.1
1028
Normal
0.1
414
Normal
0.1
922
Normal
0.1
434
Normal
0.1
1032
Normal
0.1
738
Normal
0.0
387
Tumor
0.0
426
Normal
0.0
147
Tumor
0.0
1014
Normal
0.0
433
Tumor
0.0
923
Tumor
0.0
422
Normal
0.0
635
Tumor
0.0
443
Tumor
0.0
423
Tumor
0.0
451
Tumor
0.0
188
Normal
0.0
627
Tumor
0.0
636
Normal
-0.1
924
Normal
-0.1
564
Normal
-0.1
563
Tumor
-0.1
978
Normal
-0.1
1042
Normal
-0.1
212
Normal
-0.1
616
Normal
-0.1
172
Normal
-0.1
615
Tumor
-0.1
327
Tumor
-0.1
356
Normal
-0.1
963
Tumor
-0.1
921
Tumor
-0.1
777
Tumor
-0.1
1026
Normal
-0.1
574
Normal
-0.1
391
Tumor
-0.2
388
Normal
-0.2
363
Tumor
-0.2
642
Normal
-0.2
425
Tumor
-0.2
982
Normal
-0.2
514
Normal
-0.2
261
Tumor
-0.2
755
Tumor
-0.2
572
Normal
-0.2
518
Normal
-0.2
162
Normal
-0.2
148
Normal
-0.2
981
Tumor
-0.2
558
Normal
-0.2
364
Normal
-0.2
211
Tumor
-0.2
461
Tumor
-0.2
393
Tumor
-0.2
516
Normal
-0.3
628
Normal
-0.3
392
Normal
-0.3
967
Tumor
-0.3
186
Normal
-0.3
727
Tumor
-0.3
481
Tumor
-0.3
975
Tumor
-0.3
618
Normal
-0.3
435
Tumor
-0.3
568
Normal
-0.3
957
Tumor
-0.4
976
Normal
-0.4
482
Normal
-0.4
472
Normal
-0.4
468
Normal
-0.4
416
Normal
-0.4
412
Normal
-0.4
456
Normal
-0.4
778
Normal
-0.4
952
Normal
-0.4
444
Normal
-0.4
915
Tumor
-0.5
436
Normal
-0.5
1021
Tumor
-0.5
487
Tumor
-0.5
786
Normal
-0.5
474
Normal
-0.5
477
Tumor
-0.5
515
Tumor
-0.5
465
Tumor
-0.5
513
Tumor
-0.5
488
Normal
-0.5
411
Tumor
-0.5
966
Normal
-0.5
431
Tumor
-0.6
977
Tumor
-0.6
785
Tumor
-0.6
171
Tumor
-0.6
756
Normal
-0.6
446
Normal
-0.6
432
Normal
-0.6
462
Normal
-0.6
517
Tumor
-0.6
746
Normal
-0.6
466
Normal
-0.7
464
Normal
-0.7
956
Normal
-0.7
452
Normal
-0.7
494
Normal
-0.8
955
Tumor
-0.8
968
Normal
-0.9
523
Tumor
-1.0
964
Normal
-1.0
958
Normal
-1.1
938
Normal
-2.0
944
Normal
-2.1
954
Normal
-2.7
351
Tumor
N/A
352
Normal
N/A
111
Normal
N/A
353
Tumor
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
114
Normal
N/A
357
Tumor
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
361
Tumor
N/A
362
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
125
Tumor
N/A
367
Tumor
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
131
Tumor
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
135
Tumor
N/A
136
Normal
N/A
137
Tumor
N/A
138
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
817
Tumor
N/A
818
Normal
N/A
141
Tumor
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
145
Tumor
N/A
146
Normal
N/A
823
Tumor
N/A
824
Normal
N/A
277
Tumor
N/A
278
Normal
N/A
713
Tumor
N/A
714
Normal
N/A
715
Tumor
N/A
716
Normal
N/A
721
Tumor
N/A
722
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
857
Tumor
N/A
858
Normal
N/A
861
Tumor
N/A
862
Normal
N/A
863
Tumor
N/A
1046
Normal
N/A
864
Normal
N/A
1045
Tumor
N/A
865
Tumor
N/A
866
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
877
Tumor
N/A
878
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
883
Tumor
N/A
884
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
533
Tumor
N/A
534
Normal
N/A
535
Tumor
N/A
536
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
663
Tumor
N/A
664
Normal
N/A
665
Tumor
N/A
545
Tumor
N/A
666
Normal
N/A
546
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
311
Tumor
N/A
553
Tumor
N/A
312
Normal
N/A
554
Normal
N/A
313
Tumor
N/A
314
Normal
N/A
685
Tumor
N/A
686
Normal
N/A
447
Tumor
N/A
448
Normal
N/A
331
Tumor
N/A
332
Normal
N/A
695
Tumor
N/A
696
Normal
N/A
213
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
341
Tumor
N/A
221
Tumor
N/A
342
Normal
N/A
222
Normal
N/A
343
Tumor
N/A
344
Normal
N/A
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.