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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.
CCDC9B 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
2.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
39.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
35.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
34.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
30.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
22.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
21.3
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
18.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
16.3
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
16.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
15.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
15.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
13.0
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
11.3
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
10.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
8.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
7.7
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
7.4
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
7.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
6.9
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
6.3
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
6.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
6.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
6.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
6.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
5.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
5.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
5.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
5.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
5.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
5.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
5.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
5.1
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.1
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
5.0
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
4.7
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
4.6
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
4.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
4.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
4.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
4.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
4.3
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
4.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
4.3
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
4.3
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
4.3
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
4.2
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
4.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
4.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
4.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
4.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
4.0
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
3.9
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
3.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
3.9
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
3.9
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
3.8
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
3.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
3.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
3.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
3.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
3.4
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
3.4
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
3.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
3.3
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
3.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
3.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
3.2
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
3.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
3.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
3.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
3.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
3.0
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
2.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
2.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
2.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
2.8
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
2.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
2.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
2.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
2.7
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
2.6
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
2.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
2.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
2.6
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
2.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
2.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
2.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
2.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
2.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
2.5
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
2.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
2.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
2.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
2.4
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
2.4
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
2.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
2.3
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
2.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
2.3
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
2.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
2.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
2.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
2.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
2.2
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
2.1
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
2.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
2.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
2.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
2.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
2.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
2.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
2.1
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
2.1
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
2.1
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
2.0
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
2.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
2.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
1.9
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
1.8
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
1.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
1.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
1.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
1.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
1.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
1.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
1.7
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
1.7
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
1.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
1.6
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
1.6
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
1.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
1.5
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
1.5
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
1.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.5
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
1.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.5
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
1.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
1.4
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
1.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
1.4
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
1.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
1.4
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
1.3
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
1.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
1.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
1.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
1.3
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
1.3
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
1.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
1.3
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
1.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
1.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
1.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
1.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.2
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
1.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
1.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
1.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
1.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
1.2
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
1.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
1.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
1.2
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
1.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
1.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
1.1
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
1.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
1.1
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
1.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
1.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
1.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
1.1
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
1.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
1.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
1.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
1.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.0
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1.0
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
1.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
1.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.9
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.9
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.9
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.9
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.9
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.9
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.9
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
0.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
0.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.8
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
0.8
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.8
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.8
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.8
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
0.8
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.7
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.7
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.7
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.7
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.7
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.7
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.7
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.7
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.7
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.7
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.6
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.6
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
0.6
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
0.6
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
0.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.6
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.6
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.6
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.6
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.6
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
0.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.5
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.5
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.5
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.5
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
0.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.5
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.5
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.5
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.5
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.4
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.4
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.4
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.4
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.4
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.3
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.3
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.3
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.3
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.3
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.3
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.3
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
0.3
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.2
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.2
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.2
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.2
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.2
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.2
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.1
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
0.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.1
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.1
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.1
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.1
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.0
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 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
1027
Tumor
2.2
627
Tumor
1.8
513
Tumor
1.4
478
Normal
1.3
573
Tumor
1.3
953
Tumor
1.2
574
Normal
1.2
545
Tumor
1.2
863
Tumor
1.2
823
Tumor
1.1
527
Tumor
1.1
394
Normal
1.1
257
Tumor
1.1
375
Tumor
1.0
392
Normal
1.0
444
Normal
1.0
393
Tumor
1.0
268
Normal
1.0
388
Normal
0.9
386
Normal
0.9
443
Tumor
0.9
135
Tumor
0.8
147
Tumor
0.8
137
Tumor
0.8
916
Normal
0.8
567
Tumor
0.8
461
Tumor
0.8
451
Tumor
0.8
283
Tumor
0.7
881
Tumor
0.7
617
Tumor
0.7
396
Normal
0.7
635
Tumor
0.7
1021
Tumor
0.7
395
Tumor
0.7
1022
Normal
0.7
313
Tumor
0.6
1028
Normal
0.6
297
Tumor
0.6
874
Normal
0.6
473
Tumor
0.6
1042
Normal
0.6
515
Tumor
0.6
311
Tumor
0.6
558
Normal
0.5
365
Tumor
0.5
917
Tumor
0.5
212
Normal
0.5
1032
Normal
0.5
852
Normal
0.5
427
Tumor
0.5
492
Normal
0.5
424
Normal
0.5
563
Tumor
0.5
944
Normal
0.5
528
Normal
0.4
538
Normal
0.4
957
Tumor
0.4
284
Normal
0.4
868
Normal
0.4
526
Normal
0.4
943
Tumor
0.4
415
Tumor
0.4
642
Normal
0.3
816
Normal
0.3
328
Normal
0.3
884
Normal
0.3
312
Normal
0.3
714
Normal
0.3
524
Normal
0.3
715
Tumor
0.3
666
Normal
0.3
686
Normal
0.3
228
Normal
0.3
188
Normal
0.3
975
Tumor
0.3
383
Tumor
0.3
482
Normal
0.3
355
Tumor
0.3
428
Normal
0.3
161
Tumor
0.2
785
Tumor
0.2
384
Normal
0.2
824
Normal
0.2
498
Normal
0.2
813
Tumor
0.2
976
Normal
0.2
915
Tumor
0.2
864
Normal
0.2
777
Tumor
0.2
818
Normal
0.2
616
Normal
0.2
361
Tumor
0.2
955
Tumor
0.2
564
Normal
0.2
472
Normal
0.2
455
Tumor
0.2
721
Tumor
0.2
491
Tumor
0.2
387
Tumor
0.2
954
Normal
0.2
572
Normal
0.1
533
Tumor
0.1
488
Normal
0.1
786
Normal
0.1
952
Normal
0.1
628
Normal
0.1
474
Normal
0.1
914
Normal
0.1
416
Normal
0.1
817
Tumor
0.1
131
Tumor
0.1
463
Tumor
0.1
224
Normal
0.1
363
Tumor
0.1
434
Normal
0.1
922
Normal
0.1
745
Tumor
0.1
231
Tumor
0.1
956
Normal
0.1
756
Normal
0.1
924
Normal
0.1
958
Normal
0.1
882
Normal
0.1
536
Normal
0.1
423
Tumor
0.1
484
Normal
0.1
518
Normal
0.1
278
Normal
0.1
878
Normal
0.1
713
Tumor
0.1
923
Tumor
0.0
615
Tumor
0.0
426
Normal
0.0
356
Normal
0.0
286
Normal
0.0
814
Normal
0.0
672
Normal
0.0
716
Normal
0.0
462
Normal
0.0
525
Tumor
0.0
514
Normal
0.0
662
Normal
0.0
145
Tumor
0.0
968
Normal
0.0
232
Normal
0.0
483
Tumor
0.0
211
Tumor
0.0
447
Tumor
0.0
1026
Normal
0.0
464
Normal
0.0
618
Normal
0.0
647
Tumor
0.0
663
Tumor
0.0
452
Normal
0.0
412
Normal
0.0
362
Normal
0.0
664
Normal
0.0
537
Tumor
0.0
494
Normal
0.0
546
Normal
-0.1
1025
Tumor
-0.1
436
Normal
-0.1
422
Normal
-0.1
912
Normal
-0.1
432
Normal
-0.1
298
Normal
-0.1
446
Normal
-0.1
391
Tumor
-0.1
862
Normal
-0.1
866
Normal
-0.1
477
Tumor
-0.1
262
Normal
-0.1
918
Normal
-0.1
414
Normal
-0.1
873
Tumor
-0.1
534
Normal
-0.1
421
Tumor
-0.1
314
Normal
-0.1
138
Normal
-0.1
963
Tumor
-0.1
136
Normal
-0.1
487
Tumor
-0.2
926
Normal
-0.2
938
Normal
-0.2
722
Normal
-0.2
535
Tumor
-0.2
648
Normal
-0.2
516
Normal
-0.2
366
Normal
-0.2
851
Tumor
-0.2
746
Normal
-0.2
481
Tumor
-0.2
857
Tumor
-0.2
964
Normal
-0.2
385
Tumor
-0.2
456
Normal
-0.2
468
Normal
-0.2
376
Normal
-0.2
466
Normal
-0.2
331
Tumor
-0.2
685
Tumor
-0.3
185
Tumor
-0.3
142
Normal
-0.3
132
Normal
-0.3
493
Tumor
-0.3
467
Tumor
-0.3
272
Normal
-0.3
867
Tumor
-0.3
1043
Tumor
-0.3
448
Normal
-0.3
332
Normal
-0.3
641
Tumor
-0.3
1046
Normal
-0.3
368
Normal
-0.3
146
Normal
-0.3
883
Tumor
-0.3
966
Normal
-0.3
364
Normal
-0.3
141
Tumor
-0.3
697
Tumor
-0.4
433
Tumor
-0.4
636
Normal
-0.4
696
Normal
-0.4
327
Tumor
-0.4
172
Normal
-0.4
258
Normal
-0.4
778
Normal
-0.4
497
Tumor
-0.4
554
Normal
-0.4
1045
Tumor
-0.4
277
Tumor
-0.4
698
Normal
-0.5
858
Normal
-0.5
1044
Normal
-0.5
227
Tumor
-0.5
921
Tumor
-0.5
568
Normal
-0.5
1041
Tumor
-0.5
411
Tumor
-0.5
367
Tumor
-0.5
271
Tumor
-0.5
465
Tumor
-0.6
223
Tumor
-0.6
877
Tumor
-0.6
187
Tumor
-0.6
261
Tumor
-0.6
925
Tumor
-0.6
431
Tumor
-0.6
445
Tumor
-0.6
861
Tumor
-0.7
435
Tumor
-0.7
951
Tumor
-0.7
571
Tumor
-0.7
967
Tumor
-0.7
523
Tumor
-0.7
913
Tumor
-0.7
671
Tumor
-0.7
553
Tumor
-0.7
413
Tumor
-0.8
665
Tumor
-0.8
755
Tumor
-0.8
865
Tumor
-0.8
661
Tumor
-0.8
557
Tumor
-0.8
162
Normal
-0.9
965
Tumor
-0.9
267
Tumor
-0.9
285
Tumor
-1.0
815
Tumor
-1.0
425
Tumor
-1.0
148
Normal
-1.0
937
Tumor
-1.0
186
Normal
-1.0
911
Tumor
-1.0
695
Tumor
-1.0
517
Tumor
-1.0
471
Tumor
-1.1
1031
Tumor
-1.5
171
Tumor
-1.8
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
123
Tumor
N/A
124
Normal
N/A
125
Tumor
N/A
126
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
1016
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
1013
Tumor
N/A
723
Tumor
N/A
724
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
977
Tumor
N/A
978
Normal
N/A
737
Tumor
N/A
738
Normal
N/A
981
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
983
Tumor
N/A
742
Normal
N/A
984
Normal
N/A
743
Tumor
N/A
744
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
213
Tumor
N/A
214
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.
The Human Protein Atlas project is funded
