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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.
PFKP 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
9.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
333.1
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
251.4
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
226.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
192.1
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
128.9
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
114.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
101.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
96.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
81.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
80.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
79.9
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
77.8
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
65.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
61.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
53.3
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
42.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
40.9
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
33.1
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
32.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
31.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
30.7
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
30.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
30.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
27.9
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
25.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
24.7
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
23.6
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
22.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
21.7
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
21.2
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
20.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
19.9
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
19.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
18.5
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
18.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
18.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
18.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
17.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
17.2
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
17.0
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
16.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
16.2
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
16.0
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
14.7
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
14.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
14.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
13.6
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
12.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
12.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
11.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
11.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
10.9
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
10.8
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
10.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
10.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
10.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
10.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
10.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
10.3
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
10.2
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
9.9
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
9.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
9.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
9.6
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
9.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
9.2
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
9.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
8.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
8.5
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
8.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
7.9
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
7.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
7.8
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
7.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
7.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
7.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
7.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
7.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
7.1
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
7.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
6.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
6.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
6.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
6.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
6.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
6.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
6.3
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
6.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
6.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
5.9
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
5.8
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
5.8
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
5.8
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
5.7
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
5.7
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
5.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
5.6
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
5.4
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
5.4
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
5.4
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
5.4
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
5.4
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
5.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
5.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
5.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
5.1
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
5.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
4.9
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
4.8
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
4.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
4.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
4.7
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
4.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
4.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
4.5
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
4.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
4.5
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
4.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
4.2
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
4.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
4.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
4.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
4.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
4.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
4.0
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
3.9
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
3.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
3.8
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
3.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
3.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
3.7
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
3.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
3.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
3.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
3.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
3.5
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
3.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
3.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
3.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
3.5
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
3.4
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
3.4
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
3.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
3.4
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
3.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
3.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
3.3
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
3.3
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
3.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
3.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
3.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
3.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
3.2
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
3.2
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
3.1
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
3.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
3.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
3.0
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
3.0
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
3.0
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
2.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
2.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
2.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
2.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
2.8
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
2.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
2.7
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
2.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
2.6
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
2.6
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
2.6
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
2.6
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
2.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
2.6
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
2.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.4
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
2.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
2.4
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
2.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
2.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
2.4
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
2.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
2.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
2.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.3
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
2.3
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
2.3
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
2.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
2.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
2.1
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
2.1
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
2.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
2.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
2.0
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
2.0
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
2.0
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
2.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
2.0
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
2.0
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
1.9
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
1.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
1.9
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
1.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
1.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
1.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
1.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
1.8
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
1.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
1.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
1.8
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
1.8
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.8
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
1.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
1.8
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
1.7
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
1.7
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
1.7
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1.7
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
1.7
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
1.7
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
1.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
1.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
1.6
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
1.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
1.6
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
1.6
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
1.6
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
1.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
1.6
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
1.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
1.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
1.5
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
1.5
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
1.5
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
1.5
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
1.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
1.5
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
1.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
1.4
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
1.4
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.4
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
1.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
1.4
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
1.3
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
1.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
1.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
1.3
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
1.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.2
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
1.2
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
1.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
1.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
1.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
1.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
1.2
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
1.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
1.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
1.2
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1.2
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
1.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
1.2
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
1.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
1.1
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
1.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
1.1
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.1
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
1.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
1.1
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
1.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
1.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
1.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
1.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
1.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
1.0
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
1.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
1.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
1.0
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
1.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
1.0
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
1.0
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
1.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
1.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
1.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
1.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
1.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.9
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.9
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.9
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
0.9
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.9
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.9
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.8
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.8
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.8
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.8
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.7
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.7
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.7
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.7
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.6
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.6
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.6
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.5
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.5
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.5
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.5
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.4
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.4
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.4
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.3
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.3
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.3
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.1
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 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.
PFKP is not prognostic in Liver Hepatocellular Carcinoma (validation)
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
9.4
Number of samples
231
Samples
Sample
Description
TPM
DO45245
0 years, female, NA, stage:2, dead, 240 days
366.8
DO45303
0 years, female, NA, stage:3, alive, 990 days
211.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
150.6
DO45305
0 years, male, NA, stage:4, alive, 300 days
145.2
DO45211
0 years, male, NA, stage:3, alive, 240 days
78.6
DO45285
0 years, male, NA, stage:3, alive, 480 days
74.9
DO45297
0 years, female, NA, stage:4, dead, 1260 days
73.9
DO45289
0 years, female, NA, stage:3, alive, 360 days
62.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
57.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
44.6
DO48747
0 years, male, NA, stage:3, alive, 540 days
44.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
43.4
DO45287
0 years, male, NA, stage:1, alive, 390 days
39.6
DO45279
0 years, male, NA, stage:3, alive, 1290 days
39.0
DO48723
0 years, male, NA, stage:1, alive, 600 days
33.0
DO45145
0 years, male, NA, stage:3, dead, 60 days
27.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
26.4
DO45283
0 years, male, NA, stage:3, alive, 510 days
22.5
DO45299
0 years, female, NA, stage:1, alive, 1440 days
20.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
19.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
19.3
DO23526
0 years, male, NA, stage:3, alive, 1050 days
17.4
DO23523
0 years, male, NA, stage:3, alive, 1080 days
17.2
DO23547
0 years, male, NA, stage:1, alive, 1020 days
16.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
16.3
DO45113
0 years, male, NA, stage:3, alive, 1560 days
15.5
DO45155
0 years, male, NA, stage:2, alive, 2160 days
13.7
DO45277
0 years, male, NA, stage:3, alive, 600 days
13.5
DO50800
0 years, male, NA, stage:2, alive, 510 days
13.2
DO23514
0 years, male, NA, stage:2, alive, 1290 days
10.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
9.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
9.3
DO45157
0 years, male, NA, stage:2, alive, 1980 days
8.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
7.7
DO50819
0 years, female, NA, stage:2, alive, 510 days
7.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
7.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
7.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
6.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
6.6
DO48720
0 years, female, NA, stage:2, alive, 570 days
6.6
DO48712
0 years, male, NA, stage:2, alive, 810 days
6.5
DO45181
0 years, female, NA, stage:2, alive, 1200 days
6.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
6.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
6.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
6.1
DO45237
0 years, male, NA, stage:2, alive, 900 days
5.5
DO45141
0 years, male, NA, stage:2, alive, 1320 days
5.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
5.4
DO45273
0 years, male, NA, stage:2, alive, 480 days
5.4
DO45092
0 years, male, NA, stage:4, dead, 1200 days
5.2
DO45225
0 years, male, NA, stage:1, alive, 1050 days
4.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
4.9
DO50845
0 years, male, NA, stage:3, alive, 210 days
4.8
DO23546
0 years, male, NA, stage:2, alive, 1050 days
4.8
DO45261
0 years, male, NA, stage:3, alive, 990 days
4.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
4.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
4.6
DO23515
0 years, male, NA, stage:2, alive, 1230 days
4.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
4.0
DO45127
0 years, male, NA, stage:3, dead, 420 days
3.8
DO23535
0 years, male, NA, stage:1, alive, 960 days
3.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
3.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
3.6
DO48732
0 years, male, NA, stage:3, alive, 630 days
3.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
3.6
DO45177
0 years, female, NA, stage:3, alive, 1260 days
3.5
DO48737
0 years, male, NA, stage:1, alive, 720 days
3.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
3.4
DO23529
0 years, male, NA, stage:4, alive, 930 days
3.4
DO45165
0 years, male, NA, stage:2, alive, 690 days
3.3
DO45153
0 years, female, NA, stage:2, alive, 1380 days
3.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
3.2
DO48736
0 years, female, NA, stage:1, alive, 600 days
3.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
3.2
DO50805
0 years, male, NA, stage:2, alive, 690 days
3.1
DO23524
0 years, female, NA, stage:2, alive, 1050 days
3.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
3.0
DO45241
0 years, male, NA, stage:1, alive, 1080 days
2.9
DO48743
0 years, female, NA, stage:2, alive, 570 days
2.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
2.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
2.9
DO48700
0 years, female, NA, stage:2, alive, 810 days
2.9
DO23536
0 years, male, NA, stage:2, alive, 930 days
2.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
2.8
DO50798
0 years, male, NA, stage:3, dead, 30 days
2.8
DO48733
0 years, male, NA, stage:2, alive, 600 days
2.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
2.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
2.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
2.7
DO50815
0 years, male, NA, stage:3, alive, 150 days
2.7
DO23510
0 years, female, NA, stage:2, alive, 870 days
2.6
DO45223
0 years, male, NA, stage:4, alive, 1020 days
2.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
2.5
DO50806
0 years, male, NA, stage:4, alive, 540 days
2.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
2.4
DO45119
0 years, male, NA, stage:3, dead, 510 days
2.4
DO50816
0 years, male, NA, stage:2, alive, 390 days
2.3
DO45137
0 years, male, NA, stage:1, alive, 1320 days
2.3
DO45115
0 years, male, NA, stage:2, alive, 840 days
2.2
DO45229
0 years, male, NA, stage:1, alive, 990 days
2.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
2.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
2.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
2.1
DO50850
0 years, male, NA, stage:3, alive, 720 days
2.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
2.1
DO48679
0 years, male, NA, stage:2, alive, 1200 days
2.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
2.1
DO45221
0 years, female, NA, stage:4, dead, 390 days
2.0
DO50808
0 years, male, NA, stage:2, alive, 570 days
2.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
2.0
DO23551
0 years, male, NA, stage:3, dead, 150 days
2.0
DO23541
0 years, male, NA, stage:2, alive, 930 days
2.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
2.0
DO23525
0 years, male, NA, stage:4, alive, 1050 days
2.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
2.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
1.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
1.9
DO50818
0 years, male, NA, stage:2, alive, 510 days
1.9
DO45201
0 years, male, NA, stage:1, alive, 900 days
1.9
DO23537
0 years, male, NA, stage:2, dead, 900 days
1.9
DO48695
0 years, male, NA, stage:2, alive, 720 days
1.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
1.9
DO45205
0 years, female, NA, stage:2, dead, 90 days
1.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
1.8
DO50855
0 years, male, NA, stage:2, alive, 570 days
1.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
1.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
1.8
DO45171
0 years, male, NA, stage:3, alive, 600 days
1.8
DO45265
0 years, male, NA, stage:3, alive, 1020 days
1.8
DO48715
0 years, female, NA, stage:2, dead, 690 days
1.7
DO23539
0 years, male, NA, stage:1, alive, 1110 days
1.7
DO48704
0 years, female, NA, stage:3, alive, 750 days
1.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
1.7
DO45179
0 years, female, NA, stage:2, alive, 600 days
1.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
1.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
1.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
1.6
DO45091
0 years, male, NA, stage:2, dead, 1320 days
1.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
1.5
DO48761
0 years, male, NA, stage:2, alive, 870 days
1.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
1.5
DO45209
0 years, male, NA, stage:4, alive, 1350 days
1.5
DO45129
0 years, male, NA, stage:3, alive, 1470 days
1.4
DO45235
0 years, female, NA, stage:1, alive, 900 days
1.4
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.4
DO23508
0 years, female, NA, stage:2, alive, 390 days
1.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
1.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
1.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
1.4
DO23527
0 years, male, NA, stage:1, alive, 1050 days
1.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
1.4
DO45195
0 years, male, NA, stage:1, alive, 390 days
1.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
1.4
DO48759
0 years, male, NA, stage:3, alive, 720 days
1.4
DO45149
0 years, female, NA, stage:2, alive, 1260 days
1.4
DO50814
0 years, male, NA, stage:3, alive, 420 days
1.4
DO45197
0 years, male, NA, stage:2, alive, 1170 days
1.3
DO23540
0 years, male, NA, stage:1, alive, 750 days
1.3
DO45255
0 years, male, NA, stage:3, alive, 720 days
1.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
1.2
DO45259
0 years, male, NA, stage:3, alive, 330 days
1.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
1.2
DO45199
0 years, female, NA, stage:2, alive, 1350 days
1.2
DO23513
0 years, male, NA, stage:3, alive, 1200 days
1.2
DO23518
0 years, male, NA, stage:2, alive, 1320 days
1.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
1.1
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
1.1
DO227643
0 years, male, NA, stage:2, alive, 1260 days
1.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
1.1
DO45187
0 years, female, NA, stage:1, alive, 1260 days
1.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
1.1
DO50793
0 years, male, NA, stage:4, alive, 540 days
1.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
1.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
1.0
DO45247
0 years, female, NA, stage:2, alive, 210 days
1.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.9
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.9
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.9
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
0.9
DO45215
0 years, male, NA, stage:2, alive, 1170 days
0.9
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.9
DO45131
0 years, male, NA, stage:4, dead, 360 days
0.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.8
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.8
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.8
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.7
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.7
DO23552
0 years, female, NA, stage:1, alive, 810 days
0.7
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.7
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.7
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.7
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.7
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.6
DO50807
0 years, male, NA, stage:1, alive, 540 days
0.6
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.6
DO50844
0 years, male, NA, stage:4, alive, 300 days
0.6
DO50785
0 years, male, NA, stage:4, dead, 90 days
0.6
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.6
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.5
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.5
DO23511
0 years, female, NA, stage:3, dead, 180 days
0.5
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.5
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.5
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.5
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.5
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.4
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.4
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.4
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.4
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.4
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.4
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.3
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.3
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.3
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.3
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
257
Tumor
1.7
813
Tumor
1.4
283
Tumor
1.3
311
Tumor
1.2
567
Tumor
1.2
491
Tumor
1.1
343
Tumor
1.0
527
Tumor
1.0
427
Tumor
1.0
724
Normal
0.7
211
Tumor
0.7
535
Tumor
0.6
536
Normal
0.5
141
Tumor
0.5
661
Tumor
0.5
697
Tumor
0.4
917
Tumor
0.4
492
Normal
0.4
192
Normal
0.4
125
Tumor
0.4
185
Tumor
0.4
525
Tumor
0.4
814
Normal
0.4
393
Tumor
0.3
434
Normal
0.3
213
Tumor
0.3
451
Tumor
0.3
671
Tumor
0.3
375
Tumor
0.3
395
Tumor
0.3
498
Normal
0.2
126
Normal
0.2
958
Normal
0.2
852
Normal
0.2
916
Normal
0.2
224
Normal
0.2
268
Normal
0.2
444
Normal
0.2
146
Normal
0.2
877
Tumor
0.2
713
Tumor
0.2
983
Tumor
0.2
188
Normal
0.2
385
Tumor
0.2
815
Tumor
0.2
966
Normal
0.2
284
Normal
0.2
478
Normal
0.2
982
Normal
0.2
357
Tumor
0.2
421
Tumor
0.2
572
Normal
0.2
516
Normal
0.2
538
Normal
0.2
818
Normal
0.2
976
Normal
0.1
455
Tumor
0.1
383
Tumor
0.1
447
Tumor
0.1
384
Normal
0.1
524
Normal
0.1
362
Normal
0.1
558
Normal
0.1
943
Tumor
0.1
386
Normal
0.1
195
Tumor
0.1
816
Normal
0.1
978
Normal
0.1
573
Tumor
0.1
817
Tumor
0.1
563
Tumor
0.1
874
Normal
0.1
366
Normal
0.1
672
Normal
0.1
124
Normal
0.1
344
Normal
0.0
574
Normal
0.0
364
Normal
0.0
312
Normal
0.0
448
Normal
0.0
367
Tumor
0.0
368
Normal
0.0
428
Normal
0.0
968
Normal
0.0
975
Tumor
0.0
823
Tumor
0.0
1044
Normal
0.0
365
Tumor
0.0
924
Normal
0.0
223
Tumor
0.0
461
Tumor
0.0
261
Tumor
0.0
1045
Tumor
0.0
262
Normal
0.0
1043
Tumor
0.0
214
Normal
0.0
212
Normal
0.0
956
Normal
0.0
744
Normal
0.0
716
Normal
0.0
328
Normal
0.0
514
Normal
0.0
786
Normal
0.0
914
Normal
0.0
313
Tumor
0.0
416
Normal
-0.1
662
Normal
-0.1
342
Normal
-0.1
272
Normal
-0.1
436
Normal
-0.1
355
Tumor
-0.1
882
Normal
-0.1
258
Normal
-0.1
1031
Tumor
-0.1
228
Normal
-0.1
482
Normal
-0.1
722
Normal
-0.1
376
Normal
-0.1
963
Tumor
-0.1
472
Normal
-0.1
881
Tumor
-0.1
721
Tumor
-0.1
685
Tumor
-0.1
686
Normal
-0.1
964
Normal
-0.1
863
Tumor
-0.1
952
Normal
-0.1
432
Normal
-0.1
424
Normal
-0.1
394
Normal
-0.1
628
Normal
-0.1
568
Normal
-0.1
354
Normal
-0.1
231
Tumor
-0.1
128
Normal
-0.1
785
Tumor
-0.1
474
Normal
-0.1
664
Normal
-0.1
858
Normal
-0.1
494
Normal
-0.1
111
Normal
-0.1
392
Normal
-0.1
161
Tumor
-0.1
114
Normal
-0.1
868
Normal
-0.1
984
Normal
-0.1
778
Normal
-0.1
446
Normal
-0.1
488
Normal
-0.1
1042
Normal
-0.1
884
Normal
-0.1
278
Normal
-0.1
564
Normal
-0.1
666
Normal
-0.1
138
Normal
-0.1
445
Tumor
-0.1
298
Normal
-0.1
413
Tumor
-0.1
462
Normal
-0.1
493
Tumor
-0.1
388
Normal
-0.1
412
Normal
-0.1
232
Normal
-0.1
878
Normal
-0.2
391
Tumor
-0.2
824
Normal
-0.2
415
Tumor
-0.2
456
Normal
-0.2
327
Tumor
-0.2
1032
Normal
-0.2
396
Normal
-0.2
218
Normal
-0.2
466
Normal
-0.2
468
Normal
-0.2
861
Tumor
-0.2
912
Normal
-0.2
363
Tumor
-0.2
217
Tumor
-0.2
286
Normal
-0.2
471
Tumor
-0.2
714
Normal
-0.2
277
Tumor
-0.2
698
Normal
-0.2
528
Normal
-0.2
186
Normal
-0.2
883
Tumor
-0.2
422
Normal
-0.2
648
Normal
-0.2
738
Normal
-0.2
331
Tumor
-0.2
756
Normal
-0.2
866
Normal
-0.2
954
Normal
-0.2
142
Normal
-0.2
857
Tumor
-0.2
627
Tumor
-0.2
463
Tumor
-0.2
464
Normal
-0.2
953
Tumor
-0.2
332
Normal
-0.2
297
Tumor
-0.2
1046
Normal
-0.2
923
Tumor
-0.2
426
Normal
-0.2
314
Normal
-0.2
481
Tumor
-0.2
723
Tumor
-0.2
696
Normal
-0.2
172
Normal
-0.2
938
Normal
-0.2
862
Normal
-0.2
554
Normal
-0.2
1016
Normal
-0.2
851
Tumor
-0.2
414
Normal
-0.2
864
Normal
-0.2
534
Normal
-0.2
926
Normal
-0.2
341
Tumor
-0.2
352
Normal
-0.3
867
Tumor
-0.3
745
Tumor
-0.3
433
Tumor
-0.3
728
Normal
-0.3
617
Tumor
-0.3
918
Normal
-0.3
746
Normal
-0.3
1026
Normal
-0.3
1028
Normal
-0.3
663
Tumor
-0.3
162
Normal
-0.3
546
Normal
-0.3
137
Tumor
-0.3
518
Normal
-0.3
148
Normal
-0.3
742
Normal
-0.3
526
Normal
-0.3
642
Normal
-0.3
715
Tumor
-0.3
358
Normal
-0.3
1014
Normal
-0.3
484
Normal
-0.3
187
Tumor
-0.3
922
Normal
-0.3
136
Normal
-0.3
431
Tumor
-0.3
755
Tumor
-0.3
517
Tumor
-0.3
356
Normal
-0.3
944
Normal
-0.3
515
Tumor
-0.4
1015
Tumor
-0.4
222
Normal
-0.4
465
Tumor
-0.4
196
Normal
-0.4
1022
Normal
-0.4
497
Tumor
-0.4
695
Tumor
-0.4
618
Normal
-0.4
967
Tumor
-0.4
1027
Tumor
-0.4
191
Tumor
-0.4
452
Normal
-0.4
387
Tumor
-0.4
127
Tumor
-0.4
921
Tumor
-0.4
435
Tumor
-0.4
483
Tumor
-0.4
727
Tumor
-0.4
423
Tumor
-0.4
467
Tumor
-0.4
271
Tumor
-0.4
925
Tumor
-0.4
553
Tumor
-0.4
132
Normal
-0.4
951
Tumor
-0.4
981
Tumor
-0.4
545
Tumor
-0.4
513
Tumor
-0.4
977
Tumor
-0.5
353
Tumor
-0.5
443
Tumor
-0.5
641
Tumor
-0.5
361
Tumor
-0.5
267
Tumor
-0.5
221
Tumor
-0.5
955
Tumor
-0.5
915
Tumor
-0.5
135
Tumor
-0.5
227
Tumor
-0.5
285
Tumor
-0.5
1013
Tumor
-0.5
112
Tumor
-0.5
557
Tumor
-0.5
537
Tumor
-0.5
616
Normal
-0.5
865
Tumor
-0.5
147
Tumor
-0.5
647
Tumor
-0.5
113
Tumor
-0.5
913
Tumor
-0.5
411
Tumor
-0.6
636
Normal
-0.6
615
Tumor
-0.6
665
Tumor
-0.6
425
Tumor
-0.6
523
Tumor
-0.6
777
Tumor
-0.6
487
Tumor
-0.6
1021
Tumor
-0.6
351
Tumor
-0.7
145
Tumor
-0.7
911
Tumor
-0.7
571
Tumor
-0.7
957
Tumor
-0.7
533
Tumor
-0.7
873
Tumor
-0.8
937
Tumor
-0.8
131
Tumor
-0.8
741
Tumor
-0.8
477
Tumor
-0.8
171
Tumor
-0.8
965
Tumor
-0.8
743
Tumor
-0.8
737
Tumor
-0.9
123
Tumor
-0.9
473
Tumor
-0.9
635
Tumor
-1.0
1041
Tumor
-1.0
1025
Tumor
-1.0
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.