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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.
PLPP2 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
24.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
403.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
307.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
277.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
259.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
257.2
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
225.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
220.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
196.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
195.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
176.9
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
168.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
161.0
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
152.8
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
151.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
130.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
129.2
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
116.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
115.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
108.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
107.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
101.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
99.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
94.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
91.5
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
89.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
85.1
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
84.3
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
80.9
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
79.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
78.4
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
75.6
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
74.7
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
74.4
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
73.9
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
72.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
71.8
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
66.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
65.8
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
64.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
63.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
63.2
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
62.9
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
62.4
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
60.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
57.5
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
54.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
53.9
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
53.6
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
52.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
51.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
51.0
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
49.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
49.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
48.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
47.7
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
47.7
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
47.3
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
47.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
45.9
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
44.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
44.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
43.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
43.6
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
43.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
43.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
42.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
42.4
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
42.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
41.0
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
40.8
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
40.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
39.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
38.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
38.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
37.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
37.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
35.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
35.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
35.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
34.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
32.2
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
32.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
32.0
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
32.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
31.7
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
31.5
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
31.4
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
30.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
29.9
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
29.4
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
29.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
28.9
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
27.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
27.4
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
27.2
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
26.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
25.7
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
25.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
25.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
25.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
24.4
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
24.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
23.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
23.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
22.9
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
22.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
21.9
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
21.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
21.1
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
20.7
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
20.2
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
19.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
19.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
19.3
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
19.0
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
18.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
17.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
16.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
15.9
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
15.8
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
15.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
14.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
12.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
12.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
12.1
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
12.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
11.8
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
11.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
11.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
11.2
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
11.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
10.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
10.7
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
9.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
9.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
9.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
9.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
8.9
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
8.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
8.6
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
8.5
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
8.4
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
7.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
7.1
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
7.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
6.7
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
5.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
5.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
4.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
4.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
4.6
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
4.6
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
4.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
4.5
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
4.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
4.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
4.4
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
4.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
4.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
4.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
4.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
4.0
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
3.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
3.8
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
3.7
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
3.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
3.3
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
3.2
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
3.0
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
3.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
3.0
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
2.9
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
2.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
2.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
2.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
2.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.6
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.5
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
2.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
2.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
2.1
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
2.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
2.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
1.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
1.8
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
1.7
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
1.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
1.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
1.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
1.6
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
1.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
1.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
1.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.2
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
1.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
1.2
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
1.2
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
1.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
1.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
1.1
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
1.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
1.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
1.1
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
1.1
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
1.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
1.0
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
1.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
1.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
1.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
1.0
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
1.0
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.9
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.9
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.8
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.8
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
0.8
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.7
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.7
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.7
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.6
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.6
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.6
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.6
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.6
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.5
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.5
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.5
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.5
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.5
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.5
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.5
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.5
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.4
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.4
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.4
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.4
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
0.4
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.4
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.3
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.3
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.3
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.3
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.3
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.3
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
0.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.3
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.3
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.3
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.3
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
0.2
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.2
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.2
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.2
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.2
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.2
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.1
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.1
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.1
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.1
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.1
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.0
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.0
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.0
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.0
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 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
697
Tumor
3.1
343
Tumor
2.8
395
Tumor
2.7
447
Tumor
2.4
573
Tumor
2.3
661
Tumor
2.2
367
Tumor
1.9
455
Tumor
1.9
823
Tumor
1.9
567
Tumor
1.7
471
Tumor
1.7
525
Tumor
1.6
1027
Tumor
1.4
523
Tumor
1.3
351
Tumor
1.3
331
Tumor
1.2
925
Tumor
1.2
647
Tumor
1.1
393
Tumor
1.1
913
Tumor
1.1
921
Tumor
1.0
533
Tumor
0.9
491
Tumor
0.9
571
Tumor
0.9
478
Normal
0.8
483
Tumor
0.8
951
Tumor
0.8
527
Tumor
0.7
883
Tumor
0.7
953
Tumor
0.7
487
Tumor
0.6
545
Tumor
0.6
574
Normal
0.6
312
Normal
0.6
881
Tumor
0.6
1031
Tumor
0.5
563
Tumor
0.5
665
Tumor
0.4
1021
Tumor
0.4
672
Normal
0.4
671
Tumor
0.4
564
Normal
0.4
524
Normal
0.4
518
Normal
0.4
666
Normal
0.4
558
Normal
0.4
966
Normal
0.3
514
Normal
0.3
648
Normal
0.3
516
Normal
0.3
461
Tumor
0.3
278
Normal
0.3
497
Tumor
0.3
515
Tumor
0.3
662
Normal
0.3
386
Normal
0.2
912
Normal
0.2
513
Tumor
0.2
526
Normal
0.2
968
Normal
0.2
976
Normal
0.2
384
Normal
0.2
914
Normal
0.2
396
Normal
0.2
568
Normal
0.2
388
Normal
0.1
817
Tumor
0.1
536
Normal
0.1
923
Tumor
0.1
956
Normal
0.1
1046
Normal
0.1
572
Normal
0.1
664
Normal
0.1
277
Tumor
0.1
535
Tumor
0.1
492
Normal
0.0
537
Tumor
0.0
332
Normal
0.0
394
Normal
0.0
498
Normal
0.0
392
Normal
0.0
884
Normal
0.0
557
Tumor
0.0
958
Normal
0.0
484
Normal
0.0
954
Normal
0.0
494
Normal
0.0
298
Normal
-0.1
938
Normal
-0.1
474
Normal
-0.1
944
Normal
-0.1
975
Tumor
-0.1
857
Tumor
-0.1
698
Normal
-0.1
816
Normal
-0.1
538
Normal
-0.1
488
Normal
-0.1
472
Normal
-0.1
462
Normal
-0.1
663
Tumor
-0.1
314
Normal
-0.1
1025
Tumor
-0.2
964
Normal
-0.2
882
Normal
-0.2
1045
Tumor
-0.2
916
Normal
-0.2
943
Tumor
-0.2
366
Normal
-0.2
482
Normal
-0.2
448
Normal
-0.2
963
Tumor
-0.2
858
Normal
-0.2
1042
Normal
-0.2
1032
Normal
-0.2
383
Tumor
-0.3
877
Tumor
-0.3
493
Tumor
-0.3
917
Tumor
-0.3
1044
Normal
-0.3
1028
Normal
-0.3
852
Normal
-0.3
924
Normal
-0.3
344
Normal
-0.3
357
Tumor
-0.3
362
Normal
-0.3
937
Tumor
-0.3
878
Normal
-0.3
952
Normal
-0.3
967
Tumor
-0.4
387
Tumor
-0.4
361
Tumor
-0.4
824
Normal
-0.4
481
Tumor
-0.4
466
Normal
-0.4
297
Tumor
-0.4
955
Tumor
-0.4
815
Tumor
-0.4
818
Normal
-0.4
391
Tumor
-0.4
1022
Normal
-0.4
368
Normal
-0.4
965
Tumor
-0.4
546
Normal
-0.5
517
Tumor
-0.5
918
Normal
-0.5
724
Normal
-0.5
354
Normal
-0.5
456
Normal
-0.5
534
Normal
-0.5
528
Normal
-0.5
911
Tumor
-0.5
352
Normal
-0.5
385
Tumor
-0.5
728
Normal
-0.5
342
Normal
-0.5
1026
Normal
-0.6
554
Normal
-0.6
915
Tumor
-0.6
452
Normal
-0.6
744
Normal
-0.6
957
Tumor
-0.6
473
Tumor
-0.6
926
Normal
-0.7
341
Tumor
-0.7
376
Normal
-0.7
723
Tumor
-0.7
468
Normal
-0.7
922
Normal
-0.7
365
Tumor
-0.8
464
Normal
-0.8
353
Tumor
-0.8
358
Normal
-0.8
451
Tumor
-0.8
313
Tumor
-0.8
738
Normal
-0.8
553
Tumor
-0.9
311
Tumor
-0.9
742
Normal
-0.9
737
Tumor
-1.1
477
Tumor
-1.1
375
Tumor
-1.2
465
Tumor
-1.2
1041
Tumor
-1.2
467
Tumor
-1.2
741
Tumor
-1.3
1043
Tumor
-1.3
851
Tumor
-1.3
727
Tumor
-1.6
463
Tumor
-1.7
743
Tumor
-1.8
231
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
112
Tumor
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
363
Tumor
N/A
364
Normal
N/A
123
Tumor
N/A
124
Normal
N/A
125
Tumor
N/A
126
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
131
Tumor
N/A
132
Normal
N/A
135
Tumor
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
142
Normal
N/A
145
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
271
Tumor
N/A
272
Normal
N/A
1016
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
1013
Tumor
N/A
713
Tumor
N/A
714
Normal
N/A
715
Tumor
N/A
716
Normal
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
721
Tumor
N/A
722
Normal
N/A
171
Tumor
N/A
172
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
617
Tumor
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
862
Normal
N/A
983
Tumor
N/A
863
Tumor
N/A
984
Normal
N/A
864
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
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
755
Tumor
N/A
635
Tumor
N/A
756
Normal
N/A
636
Normal
N/A
641
Tumor
N/A
642
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
413
Tumor
N/A
414
Normal
N/A
777
Tumor
N/A
415
Tumor
N/A
778
Normal
N/A
416
Normal
N/A
421
Tumor
N/A
422
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
425
Tumor
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
431
Tumor
N/A
432
Normal
N/A
433
Tumor
N/A
434
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
443
Tumor
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
327
Tumor
N/A
328
Normal
N/A
211
Tumor
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
214
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
221
Tumor
N/A
222
Normal
N/A
223
Tumor
N/A
224
Normal
N/A
227
Tumor
N/A
228
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.