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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.
Survival analysis data not available.
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
0.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
17.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
16.7
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
14.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
7.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
4.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
3.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
2.9
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
2.1
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
1.9
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.6
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
1.3
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
1.1
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
1.0
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
0.9
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.6
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
0.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
0.5
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.5
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
0.5
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.5
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
0.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
0.4
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
0.4
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
0.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
0.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.4
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.3
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
0.3
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.3
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
0.3
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
0.3
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
0.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
0.3
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
0.3
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.3
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
0.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.3
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
0.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.3
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
0.2
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.2
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
0.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
0.2
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.2
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.2
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.2
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.2
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.2
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.2
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.2
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.1
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.1
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.1
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.1
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.1
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.1
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.1
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
0.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.1
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.1
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
0.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
0.1
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
0.1
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.1
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
0.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.1
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.1
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.1
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
0.1
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
0.1
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.1
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
0.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
0.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.1
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.1
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.1
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
0.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
0.1
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
0.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
0.1
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.1
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
0.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
0.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
0.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
0.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
0.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.1
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
0.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
0.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
0.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.1
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
0.1
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.1
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
0.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.1
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.1
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
0.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.1
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
0.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.1
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.0
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.0
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.0
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
0.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
0.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.0
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
0.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.0
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
0.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.0
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
0.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.0
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
0.0
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.0
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
0.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.0
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
0.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.0
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
0.0
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.0
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.0
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
0.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.0
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.0
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
0.0
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.0
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.0
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
0.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.0
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.0
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.0
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
0.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.0
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
0.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.0
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
0.0
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.0
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.0
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.0
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.0
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.0
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.0
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.0
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
0.0
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.0
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.0
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
0.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
0.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.0
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
0.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.0
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.0
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.0
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.0
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.0
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.0
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.0
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.0
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.0
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.0
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
0.0
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
0.0
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.0
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.0
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.0
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
0.0
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.0
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
0.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.0
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.0
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.0
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.0
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.0
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
0.0
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.0
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.0
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
0.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
0.0
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.0
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
0.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.0
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.0
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
0.0
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
0.0
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
0.0
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.0
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
0.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 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.
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
0.2
Number of samples
231
Samples
Sample
Description
TPM
DO23519
0 years, male, NA, stage:3, alive, 630 days
8.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
3.0
DO45261
0 years, male, NA, stage:3, alive, 990 days
2.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
2.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
2.1
DO45285
0 years, male, NA, stage:3, alive, 480 days
2.1
DO48747
0 years, male, NA, stage:3, alive, 540 days
1.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
1.3
DO45287
0 years, male, NA, stage:1, alive, 390 days
1.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
1.1
DO45273
0 years, male, NA, stage:2, alive, 480 days
0.8
DO45279
0 years, male, NA, stage:3, alive, 1290 days
0.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
0.7
DO45277
0 years, male, NA, stage:3, alive, 600 days
0.6
DO45145
0 years, male, NA, stage:3, dead, 60 days
0.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
0.5
DO45229
0 years, male, NA, stage:1, alive, 990 days
0.5
DO23551
0 years, male, NA, stage:3, dead, 150 days
0.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.4
DO50776
0 years, male, NA, stage:1, alive, 690 days
0.4
DO45251
0 years, female, NA, stage:2, alive, 900 days
0.4
DO23530
0 years, male, NA, stage:4, dead, 180 days
0.3
DO50809
0 years, male, NA, stage:3, dead, 720 days
0.3
DO50787
0 years, male, NA, stage:3, alive, 480 days
0.3
DO45215
0 years, male, NA, stage:2, alive, 1170 days
0.3
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
0.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
0.3
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.3
DO48733
0 years, male, NA, stage:2, alive, 600 days
0.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
0.3
DO45249
0 years, male, NA, stage:1, alive, 630 days
0.3
DO23540
0 years, male, NA, stage:1, alive, 750 days
0.3
DO45243
0 years, female, NA, stage:3, alive, 930 days
0.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
0.2
DO45129
0 years, male, NA, stage:3, alive, 1470 days
0.2
DO48717
0 years, male, NA, stage:4, dead, 180 days
0.2
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.2
DO50819
0 years, female, NA, stage:2, alive, 510 days
0.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.2
DO45165
0 years, male, NA, stage:2, alive, 690 days
0.2
DO50805
0 years, male, NA, stage:2, alive, 690 days
0.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.2
DO23531
0 years, female, NA, stage:3, alive, 900 days
0.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
0.2
DO45263
0 years, male, NA, stage:3, dead, 270 days
0.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
0.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
0.2
DO45135
0 years, male, NA, stage:1, alive, 1410 days
0.2
DO50829
0 years, male, NA, stage:3, alive, 570 days
0.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
0.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
0.2
DO48725
0 years, male, NA, stage:1, alive, 780 days
0.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
0.2
DO45092
0 years, male, NA, stage:4, dead, 1200 days
0.2
DO23526
0 years, male, NA, stage:3, alive, 1050 days
0.2
DO45305
0 years, male, NA, stage:4, alive, 300 days
0.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
0.1
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.1
DO48737
0 years, male, NA, stage:1, alive, 720 days
0.1
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.1
DO45181
0 years, female, NA, stage:2, alive, 1200 days
0.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
0.1
DO45155
0 years, male, NA, stage:2, alive, 2160 days
0.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
0.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
0.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.1
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.1
DO45253
0 years, male, NA, stage:2, alive, 870 days
0.1
DO45233
0 years, male, NA, stage:3, alive, 900 days
0.1
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
0.1
DO50814
0 years, male, NA, stage:3, alive, 420 days
0.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
0.1
DO50820
0 years, female, NA, stage:3, alive, 510 days
0.1
DO45303
0 years, female, NA, stage:3, alive, 990 days
0.1
DO227801
0 years, female, NA, stage:1, alive, 660 days
0.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
0.1
DO45197
0 years, male, NA, stage:2, alive, 1170 days
0.1
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.1
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.1
DO23548
0 years, female, NA, stage:1, alive, 840 days
0.1
DO23509
0 years, male, NA, stage:3, dead, 780 days
0.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
0.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
0.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
0.1
DO48700
0 years, female, NA, stage:2, alive, 810 days
0.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
0.1
DO50791
0 years, female, NA, stage:1, dead, 480 days
0.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
0.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
0.1
DO45207
0 years, male, NA, stage:1, alive, 1050 days
0.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
0.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
0.1
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.1
DO50785
0 years, male, NA, stage:4, dead, 90 days
0.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.1
DO45265
0 years, male, NA, stage:3, alive, 1020 days
0.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
0.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
0.1
DO45161
0 years, male, NA, stage:2, dead, 540 days
0.1
DO45189
0 years, female, NA, stage:2, alive, 1200 days
0.1
DO23523
0 years, male, NA, stage:3, alive, 1080 days
0.1
DO45269
0 years, male, NA, stage:3, alive, 750 days
0.1
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
0.1
DO23549
0 years, male, NA, stage:3, alive, 990 days
0.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
0.1
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.1
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.1
DO45103
0 years, male, NA, stage:3, alive, 450 days
0.1
DO45187
0 years, female, NA, stage:1, alive, 1260 days
0.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.1
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
0.1
DO23525
0 years, male, NA, stage:4, alive, 1050 days
0.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.0
DO45257
0 years, male, NA, stage:3, alive, 810 days
0.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
0.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
0.0
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.0
DO50800
0 years, male, NA, stage:2, alive, 510 days
0.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
0.0
DO45211
0 years, male, NA, stage:3, alive, 240 days
0.0
DO45157
0 years, male, NA, stage:2, alive, 1980 days
0.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
0.0
DO50799
0 years, female, NA, stage:2, alive, 540 days
0.0
DO48715
0 years, female, NA, stage:2, dead, 690 days
0.0
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.0
DO45247
0 years, female, NA, stage:2, alive, 210 days
0.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
0.0
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
0.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
0.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.0
DO45185
0 years, male, NA, stage:2, alive, 600 days
0.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
0.0
DO45203
0 years, female, NA, stage:2, alive, 1170 days
0.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.0
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.0
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.0
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
0.0
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.0
DO45095
0 years, male, NA, stage:2, alive, 1620 days
0.0
DO48743
0 years, female, NA, stage:2, alive, 570 days
0.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
0.0
DO45159
0 years, male, NA, stage:3, alive, 1470 days
0.0
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
0.0
DO45167
0 years, male, NA, stage:2, dead, 1440 days
0.0
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
0.0
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.0
DO45209
0 years, male, NA, stage:4, alive, 1350 days
0.0
DO45199
0 years, female, NA, stage:2, alive, 1350 days
0.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.0
DO45141
0 years, male, NA, stage:2, alive, 1320 days
0.0
DO23511
0 years, female, NA, stage:3, dead, 180 days
0.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
0.0
DO50855
0 years, male, NA, stage:2, alive, 570 days
0.0
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
0.0
DO45219
0 years, male, NA, stage:2, alive, 1080 days
0.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.0
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.0
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
0.0
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.0
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.0
DO45201
0 years, male, NA, stage:1, alive, 900 days
0.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
0.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.0
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.0
DO45093
0 years, male, NA, stage:2, dead, 720 days
0.0
DO45255
0 years, male, NA, stage:3, alive, 720 days
0.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
0.0
DO45115
0 years, male, NA, stage:2, alive, 840 days
0.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
0.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.0
DO48712
0 years, male, NA, stage:2, alive, 810 days
0.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
0.0
DO48697
0 years, female, NA, stage:2, dead, 810 days
0.0
DO23552
0 years, female, NA, stage:1, alive, 810 days
0.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
0.0
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
0.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
0.0
DO23547
0 years, male, NA, stage:1, alive, 1020 days
0.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
0.0
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.0
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.0
DO48736
0 years, female, NA, stage:1, alive, 600 days
0.0
DO23546
0 years, male, NA, stage:2, alive, 1050 days
0.0
DO45217
0 years, female, NA, stage:3, dead, 270 days
0.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO45223
0 years, male, NA, stage:4, alive, 1020 days
0.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.0
DO45221
0 years, female, NA, stage:4, dead, 390 days
0.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO45119
0 years, male, NA, stage:3, dead, 510 days
0.0
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.0
DO45259
0 years, male, NA, stage:3, alive, 330 days
0.0
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.0
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
0.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.0
DO45131
0 years, male, NA, stage:4, dead, 360 days
0.0
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.0
DO50803
0 years, female, NA, stage:1, alive, 540 days
0.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
351
Tumor
2.4
368
Normal
1.8
142
Normal
1.7
192
Normal
1.6
524
Normal
1.3
526
Normal
1.2
877
Tumor
1.2
964
Normal
1.2
468
Normal
1.2
328
Normal
1.2
342
Normal
1.1
536
Normal
1.1
344
Normal
1.1
228
Normal
1.1
352
Normal
1.1
366
Normal
1.0
498
Normal
1.0
538
Normal
1.0
722
Normal
1.0
686
Normal
1.0
452
Normal
0.9
778
Normal
0.9
952
Normal
0.9
262
Normal
0.9
146
Normal
0.9
553
Tumor
0.9
464
Normal
0.9
746
Normal
0.9
394
Normal
0.8
816
Normal
0.8
124
Normal
0.8
984
Normal
0.8
867
Tumor
0.8
1028
Normal
0.8
866
Normal
0.8
388
Normal
0.7
358
Normal
0.7
943
Tumor
0.7
428
Normal
0.7
456
Normal
0.7
723
Tumor
0.7
111
Normal
0.7
884
Normal
0.6
212
Normal
0.6
362
Normal
0.6
343
Tumor
0.6
944
Normal
0.6
671
Tumor
0.6
284
Normal
0.6
968
Normal
0.6
878
Normal
0.5
261
Tumor
0.5
491
Tumor
0.5
354
Normal
0.5
114
Normal
0.5
983
Tumor
0.5
446
Normal
0.5
272
Normal
0.5
376
Normal
0.5
554
Normal
0.5
785
Tumor
0.5
488
Normal
0.5
976
Normal
0.4
868
Normal
0.4
466
Normal
0.4
396
Normal
0.4
186
Normal
0.4
367
Tumor
0.4
546
Normal
0.4
744
Normal
0.4
938
Normal
0.3
966
Normal
0.3
738
Normal
0.3
721
Tumor
0.3
138
Normal
0.3
1045
Tumor
0.3
424
Normal
0.3
518
Normal
0.3
914
Normal
0.3
574
Normal
0.3
922
Normal
0.3
474
Normal
0.3
386
Normal
0.3
823
Tumor
0.3
956
Normal
0.3
286
Normal
0.3
136
Normal
0.3
1026
Normal
0.2
218
Normal
0.2
364
Normal
0.2
426
Normal
0.2
126
Normal
0.2
392
Normal
0.2
278
Normal
0.2
494
Normal
0.2
912
Normal
0.2
685
Tumor
0.2
1016
Normal
0.2
954
Normal
0.2
492
Normal
0.2
786
Normal
0.2
232
Normal
0.2
824
Normal
0.1
852
Normal
0.1
958
Normal
0.1
224
Normal
0.1
918
Normal
0.1
132
Normal
0.1
391
Tumor
0.1
462
Normal
0.1
534
Normal
0.1
696
Normal
0.1
222
Normal
0.1
414
Normal
0.1
716
Normal
0.1
672
Normal
0.1
516
Normal
0.1
412
Normal
0.0
528
Normal
0.0
862
Normal
0.0
472
Normal
0.0
882
Normal
0.0
188
Normal
0.0
478
Normal
0.0
858
Normal
0.0
714
Normal
0.0
356
Normal
0.0
312
Normal
0.0
327
Tumor
0.0
268
Normal
0.0
1042
Normal
0.0
814
Normal
-0.1
332
Normal
-0.1
857
Tumor
-0.1
481
Tumor
-0.1
363
Tumor
-0.1
742
Normal
-0.1
353
Tumor
-0.1
728
Normal
-0.1
415
Tumor
-0.1
662
Normal
-0.1
434
Normal
-0.1
618
Normal
-0.1
917
Tumor
-0.1
818
Normal
-0.1
416
Normal
-0.1
713
Tumor
-0.1
913
Tumor
-0.1
514
Normal
-0.1
314
Normal
-0.1
148
Normal
-0.1
642
Normal
-0.1
982
Normal
-0.1
648
Normal
-0.1
258
Normal
-0.1
815
Tumor
-0.2
355
Tumor
-0.2
411
Tumor
-0.2
967
Tumor
-0.2
196
Normal
-0.2
963
Tumor
-0.2
482
Normal
-0.2
217
Tumor
-0.2
756
Normal
-0.2
463
Tumor
-0.2
864
Normal
-0.2
873
Tumor
-0.2
298
Normal
-0.2
422
Normal
-0.2
617
Tumor
-0.2
484
Normal
-0.2
924
Normal
-0.3
666
Normal
-0.3
874
Normal
-0.3
172
Normal
-0.3
361
Tumor
-0.3
432
Normal
-0.3
271
Tumor
-0.3
568
Normal
-0.3
162
Normal
-0.3
525
Tumor
-0.3
1014
Normal
-0.3
1046
Normal
-0.3
881
Tumor
-0.3
545
Tumor
-0.4
195
Tumor
-0.4
777
Tumor
-0.4
698
Normal
-0.4
384
Normal
-0.4
628
Normal
-0.4
1022
Normal
-0.4
978
Normal
-0.4
493
Tumor
-0.4
926
Normal
-0.4
955
Tumor
-0.4
213
Tumor
-0.4
214
Normal
-0.4
365
Tumor
-0.4
128
Normal
-0.4
447
Tumor
-0.4
413
Tumor
-0.4
283
Tumor
-0.5
863
Tumor
-0.5
427
Tumor
-0.5
448
Normal
-0.5
975
Tumor
-0.5
564
Normal
-0.5
558
Normal
-0.5
664
Normal
-0.5
461
Tumor
-0.5
436
Normal
-0.5
697
Tumor
-0.5
523
Tumor
-0.6
467
Tumor
-0.6
455
Tumor
-0.6
535
Tumor
-0.6
615
Tumor
-0.6
616
Normal
-0.6
636
Normal
-0.6
513
Tumor
-0.6
695
Tumor
-0.7
527
Tumor
-0.7
1044
Normal
-0.7
387
Tumor
-0.7
981
Tumor
-0.7
817
Tumor
-0.7
497
Tumor
-0.7
444
Normal
-0.7
715
Tumor
-0.7
311
Tumor
-0.7
1032
Normal
-0.8
431
Tumor
-0.8
423
Tumor
-0.8
916
Normal
-0.8
1015
Tumor
-0.8
383
Tumor
-0.8
724
Normal
-0.8
451
Tumor
-0.8
125
Tumor
-0.8
341
Tumor
-0.8
911
Tumor
-0.8
211
Tumor
-0.8
227
Tumor
-0.8
425
Tumor
-0.8
137
Tumor
-0.8
572
Normal
-0.8
865
Tumor
-0.9
395
Tumor
-0.9
883
Tumor
-0.9
965
Tumor
-0.9
563
Tumor
-0.9
573
Tumor
-0.9
977
Tumor
-0.9
297
Tumor
-0.9
1013
Tumor
-1.0
915
Tumor
-1.0
665
Tumor
-1.0
745
Tumor
-1.0
357
Tumor
-1.0
627
Tumor
-1.0
517
Tumor
-1.0
393
Tumor
-1.0
223
Tumor
-1.0
141
Tumor
-1.0
743
Tumor
-1.0
112
Tumor
-1.0
331
Tumor
-1.0
515
Tumor
-1.0
277
Tumor
-1.0
477
Tumor
-1.0
861
Tumor
-1.0
537
Tumor
-1.1
465
Tumor
-1.1
123
Tumor
-1.1
145
Tumor
-1.1
953
Tumor
-1.1
925
Tumor
-1.1
267
Tumor
-1.1
421
Tumor
-1.1
433
Tumor
-1.1
285
Tumor
-1.1
937
Tumor
-1.1
161
Tumor
-1.2
557
Tumor
-1.2
851
Tumor
-1.2
221
Tumor
-1.2
813
Tumor
-1.2
375
Tumor
-1.2
185
Tumor
-1.2
191
Tumor
-1.2
661
Tumor
-1.3
231
Tumor
-1.3
445
Tumor
-1.3
483
Tumor
-1.3
567
Tumor
-1.3
663
Tumor
-1.3
533
Tumor
-1.3
737
Tumor
-1.3
647
Tumor
-1.3
435
Tumor
-1.4
171
Tumor
-1.4
135
Tumor
-1.4
571
Tumor
-1.4
741
Tumor
-1.4
471
Tumor
-1.4
1027
Tumor
-1.5
727
Tumor
-1.5
127
Tumor
-1.5
113
Tumor
-1.5
1043
Tumor
-1.5
1041
Tumor
-1.5
187
Tumor
-1.5
385
Tumor
-1.6
147
Tumor
-1.6
921
Tumor
-1.7
957
Tumor
-1.7
131
Tumor
-1.7
443
Tumor
-1.7
951
Tumor
-1.7
257
Tumor
-1.7
487
Tumor
-1.7
635
Tumor
-1.7
313
Tumor
-1.7
1025
Tumor
-1.7
473
Tumor
-1.7
923
Tumor
-1.8
755
Tumor
-1.9
641
Tumor
-2.1
1021
Tumor
-2.2
1031
Tumor
-2.7
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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
