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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
0.5
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
5.3
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
5.1
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
3.7
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
3.6
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
3.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
2.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
2.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
2.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
2.1
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
2.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
1.9
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1.8
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
1.8
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
1.6
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
1.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
1.6
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
1.5
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
1.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1.5
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
1.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
1.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
1.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
1.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
1.4
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
1.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
1.3
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
1.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
1.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
1.3
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
1.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
1.3
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
1.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
1.2
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
1.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
1.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
1.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.2
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
1.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
1.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
1.1
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
1.1
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
1.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
1.1
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
1.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
1.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
1.1
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
1.0
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
1.0
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
1.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
1.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
1.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
1.0
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
1.0
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.9
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
0.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
0.9
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.9
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.9
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
0.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.8
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.8
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
0.8
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
0.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.7
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.7
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
0.7
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
0.7
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.7
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
0.7
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.7
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.7
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
0.7
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
0.7
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
0.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.7
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.7
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.7
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
0.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.6
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.6
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.6
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
0.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.6
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.6
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.6
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.6
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.6
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
0.6
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
0.6
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.6
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.6
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.6
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
0.6
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.6
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
0.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
0.6
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.6
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
0.5
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.5
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
0.5
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.5
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.5
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
0.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.5
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.5
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.5
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
0.4
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
0.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.4
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
0.4
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.4
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
0.4
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
0.4
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.4
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
0.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
0.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.4
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.4
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.4
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.4
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
0.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
0.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.3
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
0.3
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.3
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.3
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
0.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.3
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.3
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
0.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
0.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.3
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
0.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.3
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.3
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.3
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.3
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.3
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.3
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
0.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.3
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.3
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.3
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.3
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.3
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.3
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
0.3
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.3
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.2
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
0.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.2
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.2
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
0.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.2
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.2
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
0.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.2
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
0.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.2
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.2
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.2
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.2
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
0.2
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.2
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.2
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.2
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
0.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.2
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
0.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
0.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.2
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.2
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.2
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
0.2
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.2
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.2
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.2
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.2
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.2
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.2
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
0.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.2
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.1
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.1
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
0.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.1
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.1
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.1
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.1
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.1
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.1
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
0.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
0.1
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
0.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
0.1
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.1
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.1
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
0.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.1
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
0.1
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.1
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.1
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.1
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.1
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
0.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
0.1
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.0
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.0
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
0.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.0
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.0
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.0
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
0.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 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
DO45103
0 years, male, NA, stage:3, alive, 450 days
14.5
DO48700
0 years, female, NA, stage:2, alive, 810 days
3.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
3.2
DO48720
0 years, female, NA, stage:2, alive, 570 days
2.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
2.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
1.9
DO50800
0 years, male, NA, stage:2, alive, 510 days
1.8
DO48728
0 years, female, NA, stage:2, alive, 150 days
1.6
DO45155
0 years, male, NA, stage:2, alive, 2160 days
1.3
DO45219
0 years, male, NA, stage:2, alive, 1080 days
1.2
DO50845
0 years, male, NA, stage:3, alive, 210 days
1.0
DO48697
0 years, female, NA, stage:2, dead, 810 days
1.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
0.9
DO45159
0 years, male, NA, stage:3, alive, 1470 days
0.9
DO45141
0 years, male, NA, stage:2, alive, 1320 days
0.9
DO45273
0 years, male, NA, stage:2, alive, 480 days
0.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
0.8
DO45249
0 years, male, NA, stage:1, alive, 630 days
0.8
DO23510
0 years, female, NA, stage:2, alive, 870 days
0.7
DO50819
0 years, female, NA, stage:2, alive, 510 days
0.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
0.7
DO45223
0 years, male, NA, stage:4, alive, 1020 days
0.7
DO23547
0 years, male, NA, stage:1, alive, 1020 days
0.6
DO48733
0 years, male, NA, stage:2, alive, 600 days
0.6
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.6
DO50805
0 years, male, NA, stage:2, alive, 690 days
0.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
0.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
0.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
0.5
DO50778
0 years, male, NA, stage:4, alive, 630 days
0.5
DO45241
0 years, male, NA, stage:1, alive, 1080 days
0.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
0.5
DO45277
0 years, male, NA, stage:3, alive, 600 days
0.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
0.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
0.4
DO50829
0 years, male, NA, stage:3, alive, 570 days
0.4
DO23523
0 years, male, NA, stage:3, alive, 1080 days
0.4
DO45263
0 years, male, NA, stage:3, dead, 270 days
0.3
DO45245
0 years, female, NA, stage:2, dead, 240 days
0.3
DO45139
0 years, male, NA, stage:3, alive, 1320 days
0.3
DO45207
0 years, male, NA, stage:1, alive, 1050 days
0.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
0.3
DO45165
0 years, male, NA, stage:2, alive, 690 days
0.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
0.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.2
DO23525
0 years, male, NA, stage:4, alive, 1050 days
0.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
0.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
0.2
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.2
DO23515
0 years, male, NA, stage:2, alive, 1230 days
0.2
DO45119
0 years, male, NA, stage:3, dead, 510 days
0.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
0.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
0.2
DO45145
0 years, male, NA, stage:3, dead, 60 days
0.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
0.2
DO45177
0 years, female, NA, stage:3, alive, 1260 days
0.2
DO45283
0 years, male, NA, stage:3, alive, 510 days
0.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
0.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
0.2
DO45225
0 years, male, NA, stage:1, alive, 1050 days
0.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
0.2
DO45261
0 years, male, NA, stage:3, alive, 990 days
0.2
DO50850
0 years, male, NA, stage:3, alive, 720 days
0.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
0.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
0.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
0.2
DO45092
0 years, male, NA, stage:4, dead, 1200 days
0.2
DO48736
0 years, female, NA, stage:1, alive, 600 days
0.1
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.1
DO50806
0 years, male, NA, stage:4, alive, 540 days
0.1
DO50776
0 years, male, NA, stage:1, alive, 690 days
0.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
0.1
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.1
DO23519
0 years, male, NA, stage:3, alive, 630 days
0.1
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.1
DO45301
0 years, male, NA, stage:2, dead, 1440 days
0.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
0.1
DO45297
0 years, female, NA, stage:4, dead, 1260 days
0.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.1
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
0.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
0.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
0.1
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.1
DO45161
0 years, male, NA, stage:2, dead, 540 days
0.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
0.1
DO50820
0 years, female, NA, stage:3, alive, 510 days
0.1
DO45185
0 years, male, NA, stage:2, alive, 600 days
0.1
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
0.1
DO45267
0 years, male, NA, stage:3, dead, 570 days
0.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
0.1
DO23536
0 years, male, NA, stage:2, alive, 930 days
0.1
DO48737
0 years, male, NA, stage:1, alive, 720 days
0.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
0.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
0.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
0.1
DO50787
0 years, male, NA, stage:3, alive, 480 days
0.1
DO45247
0 years, female, NA, stage:2, alive, 210 days
0.1
DO45251
0 years, female, NA, stage:2, alive, 900 days
0.1
DO45121
0 years, male, NA, stage:3, alive, 1530 days
0.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
0.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
0.1
DO23552
0 years, female, NA, stage:1, alive, 810 days
0.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
0.1
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.1
DO23508
0 years, female, NA, stage:2, alive, 390 days
0.1
DO23532
0 years, female, NA, stage:1, alive, 960 days
0.1
DO45237
0 years, male, NA, stage:2, alive, 900 days
0.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
0.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
0.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.0
DO23526
0 years, male, NA, stage:3, alive, 1050 days
0.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.0
DO45199
0 years, female, NA, stage:2, alive, 1350 days
0.0
DO48730
0 years, female, NA, stage:2, alive, 630 days
0.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
0.0
DO45221
0 years, female, NA, stage:4, dead, 390 days
0.0
DO45209
0 years, male, NA, stage:4, alive, 1350 days
0.0
DO23549
0 years, male, NA, stage:3, alive, 990 days
0.0
DO45255
0 years, male, NA, stage:3, alive, 720 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
DO23551
0 years, male, NA, stage:3, dead, 150 days
0.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
0.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.0
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.0
DO23530
0 years, male, NA, stage:4, dead, 180 days
0.0
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.0
DO50814
0 years, male, NA, stage:3, alive, 420 days
0.0
DO45243
0 years, female, NA, stage:3, alive, 930 days
0.0
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
0.0
DO45115
0 years, male, NA, stage:2, alive, 840 days
0.0
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
0.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.0
DO45305
0 years, male, NA, stage:4, alive, 300 days
0.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
0.0
DO23540
0 years, male, NA, stage:1, alive, 750 days
0.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO48712
0 years, male, NA, stage:2, alive, 810 days
0.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
0.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
0.0
DO23546
0 years, male, NA, stage:2, alive, 1050 days
0.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.0
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.0
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.0
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.0
DO45181
0 years, female, NA, stage:2, alive, 1200 days
0.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.0
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.0
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.0
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
0.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.0
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.0
DO45131
0 years, male, NA, stage:4, dead, 360 days
0.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
0.0
DO45257
0 years, male, NA, stage:3, alive, 810 days
0.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
0.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
0.0
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
0.0
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.0
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.0
DO45253
0 years, male, NA, stage:2, alive, 870 days
0.0
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.0
DO45195
0 years, male, NA, stage:1, alive, 390 days
0.0
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.0
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.0
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.0
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.0
DO45129
0 years, male, NA, stage:3, alive, 1470 days
0.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
0.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
0.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
0.0
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.0
DO45093
0 years, male, NA, stage:2, dead, 720 days
0.0
DO45279
0 years, male, NA, stage:3, alive, 1290 days
0.0
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.0
DO45269
0 years, male, NA, stage:3, alive, 750 days
0.0
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.0
DO45189
0 years, female, NA, stage:2, alive, 1200 days
0.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.0
DO227801
0 years, female, NA, stage:1, alive, 660 days
0.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
0.0
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
0.0
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.0
DO50789
0 years, female, NA, stage:2, alive, 570 days
0.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
0.0
DO23509
0 years, male, NA, stage:3, dead, 780 days
0.0
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
0.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.0
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
0.0
DO45265
0 years, male, NA, stage:3, alive, 1020 days
0.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.0
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.0
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.0
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.0
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.0
DO50844
0 years, male, NA, stage:4, alive, 300 days
0.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
0.0
DO45217
0 years, female, NA, stage:3, dead, 270 days
0.0
DO48701
0 years, male, NA, stage:2, alive, 780 days
0.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
823
Tumor
1.9
975
Tumor
1.9
483
Tumor
1.5
141
Tumor
1.4
455
Tumor
1.4
355
Tumor
1.4
471
Tumor
1.4
223
Tumor
1.2
881
Tumor
1.1
311
Tumor
1.1
375
Tumor
1.0
211
Tumor
0.9
1015
Tumor
0.9
545
Tumor
0.9
715
Tumor
0.9
913
Tumor
0.8
461
Tumor
0.8
477
Tumor
0.8
1045
Tumor
0.8
421
Tumor
0.8
492
Normal
0.8
297
Tumor
0.7
925
Tumor
0.7
493
Tumor
0.7
874
Normal
0.6
525
Tumor
0.6
785
Tumor
0.6
185
Tumor
0.6
917
Tumor
0.6
444
Normal
0.6
883
Tumor
0.5
1031
Tumor
0.5
921
Tumor
0.5
963
Tumor
0.5
385
Tumor
0.5
695
Tumor
0.5
817
Tumor
0.5
473
Tumor
0.5
878
Normal
0.5
538
Normal
0.4
535
Tumor
0.4
563
Tumor
0.4
415
Tumor
0.4
365
Tumor
0.4
553
Tumor
0.4
363
Tumor
0.4
857
Tumor
0.4
433
Tumor
0.4
478
Normal
0.4
135
Tumor
0.3
423
Tumor
0.3
213
Tumor
0.3
386
Normal
0.3
474
Normal
0.3
312
Normal
0.3
524
Normal
0.3
813
Tumor
0.3
627
Tumor
0.3
395
Tumor
0.3
697
Tumor
0.3
327
Tumor
0.3
867
Tumor
0.2
146
Normal
0.2
145
Tumor
0.2
192
Normal
0.2
816
Normal
0.2
956
Normal
0.2
515
Tumor
0.2
516
Normal
0.2
918
Normal
0.2
1025
Tumor
0.2
187
Tumor
0.2
278
Normal
0.1
976
Normal
0.1
137
Tumor
0.1
744
Normal
0.1
818
Normal
0.1
467
Tumor
0.1
977
Tumor
0.1
314
Normal
0.1
448
Normal
0.1
383
Tumor
0.1
671
Tumor
0.1
546
Normal
0.1
126
Normal
0.1
1028
Normal
0.0
468
Normal
0.0
298
Normal
0.0
364
Normal
0.0
188
Normal
0.0
332
Normal
0.0
536
Normal
0.0
416
Normal
0.0
412
Normal
0.0
212
Normal
0.0
434
Normal
0.0
982
Normal
0.0
384
Normal
0.0
498
Normal
0.0
924
Normal
0.0
958
Normal
0.0
574
Normal
0.0
124
Normal
0.0
915
Tumor
0.0
1042
Normal
0.0
922
Normal
0.0
916
Normal
0.0
376
Normal
0.0
777
Tumor
0.0
142
Normal
0.0
914
Normal
-0.1
446
Normal
-0.1
824
Normal
-0.1
698
Normal
-0.1
268
Normal
-0.1
456
Normal
-0.1
361
Tumor
-0.1
966
Normal
-0.1
161
Tumor
-0.1
138
Normal
-0.1
387
Tumor
-0.1
228
Normal
-0.1
277
Tumor
-0.1
491
Tumor
-0.1
858
Normal
-0.1
272
Normal
-0.1
862
Normal
-0.1
427
Tumor
-0.1
534
Normal
-0.2
328
Normal
-0.2
952
Normal
-0.2
366
Normal
-0.2
214
Normal
-0.2
422
Normal
-0.2
466
Normal
-0.2
224
Normal
-0.2
356
Normal
-0.2
738
Normal
-0.2
136
Normal
-0.2
662
Normal
-0.2
464
Normal
-0.2
472
Normal
-0.2
923
Tumor
-0.2
392
Normal
-0.2
362
Normal
-0.2
647
Tumor
-0.2
452
Normal
-0.2
1032
Normal
-0.2
195
Tumor
-0.2
436
Normal
-0.2
513
Tumor
-0.2
191
Tumor
-0.2
852
Normal
-0.2
672
Normal
-0.2
746
Normal
-0.3
396
Normal
-0.3
111
Normal
-0.3
424
Normal
-0.3
484
Normal
-0.3
873
Tumor
-0.3
641
Tumor
-0.3
331
Tumor
-0.3
864
Normal
-0.3
528
Normal
-0.3
428
Normal
-0.3
447
Tumor
-0.3
172
Normal
-0.3
218
Normal
-0.3
443
Tumor
-0.3
518
Normal
-0.3
554
Normal
-0.3
343
Tumor
-0.3
162
Normal
-0.3
462
Normal
-0.3
388
Normal
-0.3
861
Tumor
-0.3
938
Normal
-0.3
128
Normal
-0.3
911
Tumor
-0.3
148
Normal
-0.3
354
Normal
-0.3
411
Tumor
-0.3
527
Tumor
-0.3
863
Tumor
-0.4
664
Normal
-0.4
284
Normal
-0.4
666
Normal
-0.4
114
Normal
-0.4
866
Normal
-0.4
426
Normal
-0.4
1022
Normal
-0.4
353
Tumor
-0.4
741
Tumor
-0.4
313
Tumor
-0.4
926
Normal
-0.4
132
Normal
-0.4
1026
Normal
-0.4
494
Normal
-0.4
943
Tumor
-0.4
221
Tumor
-0.4
755
Tumor
-0.4
271
Tumor
-0.4
414
Normal
-0.4
968
Normal
-0.4
1041
Tumor
-0.4
642
Normal
-0.4
882
Normal
-0.4
431
Tumor
-0.4
778
Normal
-0.4
742
Normal
-0.4
728
Normal
-0.5
526
Normal
-0.5
286
Normal
-0.5
352
Normal
-0.5
432
Normal
-0.5
186
Normal
-0.5
696
Normal
-0.5
368
Normal
-0.5
394
Normal
-0.5
884
Normal
-0.5
463
Tumor
-0.5
1046
Normal
-0.5
572
Normal
-0.5
723
Tumor
-0.5
713
Tumor
-0.6
558
Normal
-0.6
868
Normal
-0.6
1044
Normal
-0.6
425
Tumor
-0.6
964
Normal
-0.6
615
Tumor
-0.6
1016
Normal
-0.6
756
Normal
-0.6
814
Normal
-0.6
618
Normal
-0.6
912
Normal
-0.6
937
Tumor
-0.6
232
Normal
-0.6
358
Normal
-0.6
514
Normal
-0.6
984
Normal
-0.6
721
Tumor
-0.7
877
Tumor
-0.7
628
Normal
-0.7
222
Normal
-0.7
367
Tumor
-0.7
217
Tumor
-0.7
716
Normal
-0.7
342
Normal
-0.7
488
Normal
-0.7
262
Normal
-0.7
617
Tumor
-0.7
465
Tumor
-0.7
482
Normal
-0.7
261
Tumor
-0.7
196
Normal
-0.7
786
Normal
-0.7
1043
Tumor
-0.8
665
Tumor
-0.8
341
Tumor
-0.8
648
Normal
-0.8
661
Tumor
-0.8
497
Tumor
-0.8
227
Tumor
-0.8
445
Tumor
-0.8
258
Normal
-0.8
344
Normal
-0.8
564
Normal
-0.8
737
Tumor
-0.8
714
Normal
-0.8
147
Tumor
-0.8
131
Tumor
-0.9
722
Normal
-0.9
745
Tumor
-0.9
481
Tumor
-0.9
1014
Normal
-0.9
686
Normal
-0.9
955
Tumor
-0.9
573
Tumor
-0.9
127
Tumor
-0.9
727
Tumor
-1.0
954
Normal
-1.0
981
Tumor
-1.0
413
Tumor
-1.0
724
Normal
-1.0
636
Normal
-1.0
517
Tumor
-1.0
557
Tumor
-1.0
171
Tumor
-1.0
537
Tumor
-1.1
568
Normal
-1.1
393
Tumor
-1.1
451
Tumor
-1.1
983
Tumor
-1.1
851
Tumor
-1.1
944
Normal
-1.2
815
Tumor
-1.2
391
Tumor
-1.2
685
Tumor
-1.2
112
Tumor
-1.2
435
Tumor
-1.3
285
Tumor
-1.3
571
Tumor
-1.3
663
Tumor
-1.3
533
Tumor
-1.3
965
Tumor
-1.3
978
Normal
-1.3
616
Normal
-1.4
1027
Tumor
-1.4
231
Tumor
-1.4
957
Tumor
-1.4
357
Tumor
-1.5
1021
Tumor
-1.5
125
Tumor
-1.5
523
Tumor
-1.5
283
Tumor
-1.5
953
Tumor
-1.5
743
Tumor
-1.5
567
Tumor
-1.6
487
Tumor
-1.6
257
Tumor
-1.7
267
Tumor
-1.7
635
Tumor
-1.7
113
Tumor
-1.8
951
Tumor
-1.9
351
Tumor
-1.9
123
Tumor
-1.9
1013
Tumor
-2.1
865
Tumor
-2.3
967
Tumor
-2.6
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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
