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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
0.6
Number of samples
362
Samples
Sample
Description
TPM
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
10.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
10.5
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
8.0
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
4.9
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
3.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
3.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
3.5
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.8
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
2.5
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
2.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
2.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
2.1
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
2.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
2.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
1.9
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
1.8
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
1.8
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
1.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
1.7
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
1.7
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
1.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
1.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
1.6
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
1.5
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
1.5
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
1.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
1.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
1.4
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
1.3
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
1.3
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
1.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.3
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
1.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
1.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
1.3
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
1.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
1.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
1.2
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
1.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
1.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
1.2
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
1.1
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
1.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
1.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
1.1
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
1.1
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
1.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.1
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
1.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
1.0
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
1.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
1.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
1.0
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
1.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.9
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.9
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
0.9
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.9
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
0.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.9
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.9
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.8
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.8
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
0.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
0.8
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.8
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.8
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
0.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.8
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.8
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.8
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
0.7
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.7
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
0.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.7
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.7
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.7
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
0.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.7
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
0.6
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.6
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
0.6
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.6
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.6
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.6
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
0.6
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
0.6
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.6
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
0.6
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.6
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
0.6
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.6
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.6
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.6
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.6
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.6
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.6
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.6
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.6
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.6
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.6
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
0.6
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
0.5
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
0.5
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.5
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.5
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
0.5
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.5
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.5
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.5
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.5
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.5
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.5
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.5
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.5
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
0.5
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.5
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.5
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.5
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
0.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.4
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
0.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
0.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.4
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.4
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
0.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.4
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.4
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
0.4
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.4
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.4
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.4
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.4
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.4
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.4
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.4
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.4
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.4
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.4
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.4
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.4
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.4
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
0.4
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
0.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.4
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.4
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.4
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.4
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.4
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
0.3
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
0.3
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
0.3
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.3
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.3
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.3
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.3
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.3
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
0.3
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.3
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.3
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.3
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
0.3
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
0.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
0.3
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.3
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.3
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
0.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
0.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
0.3
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
0.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.3
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.3
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.3
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.3
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.3
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
0.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
0.3
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.3
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.3
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.3
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.3
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
0.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.3
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.3
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.2
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.2
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.2
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
0.2
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
0.2
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.2
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.2
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.2
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.2
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.2
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.2
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.2
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
0.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.2
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.2
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.2
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
0.2
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.2
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.2
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.2
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.2
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.2
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.2
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.2
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
0.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.2
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.1
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
0.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.1
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
0.1
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
0.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.1
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
0.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
0.1
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.1
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
0.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.1
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
0.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.1
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.1
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 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
0.9
Number of samples
231
Samples
Sample
Description
TPM
DO45245
0 years, female, NA, stage:2, dead, 240 days
13.9
DO45279
0 years, male, NA, stage:3, alive, 1290 days
9.5
DO45289
0 years, female, NA, stage:3, alive, 360 days
8.8
DO23549
0 years, male, NA, stage:3, alive, 990 days
4.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
4.3
DO45297
0 years, female, NA, stage:4, dead, 1260 days
4.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
3.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
3.4
DO45141
0 years, male, NA, stage:2, alive, 1320 days
3.3
DO50819
0 years, female, NA, stage:2, alive, 510 days
3.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
3.0
DO48720
0 years, female, NA, stage:2, alive, 570 days
2.9
DO23513
0 years, male, NA, stage:3, alive, 1200 days
2.8
DO48728
0 years, female, NA, stage:2, alive, 150 days
2.8
DO50800
0 years, male, NA, stage:2, alive, 510 days
2.7
DO45285
0 years, male, NA, stage:3, alive, 480 days
2.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
2.4
DO23514
0 years, male, NA, stage:2, alive, 1290 days
2.3
DO23530
0 years, male, NA, stage:4, dead, 180 days
2.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
2.2
DO45231
0 years, male, NA, stage:2, alive, 930 days
1.9
DO45225
0 years, male, NA, stage:1, alive, 1050 days
1.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
1.9
DO50787
0 years, male, NA, stage:3, alive, 480 days
1.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
1.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
1.7
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
1.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
1.6
DO48747
0 years, male, NA, stage:3, alive, 540 days
1.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
1.5
DO23536
0 years, male, NA, stage:2, alive, 930 days
1.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
1.5
DO48736
0 years, female, NA, stage:1, alive, 600 days
1.5
DO45159
0 years, male, NA, stage:3, alive, 1470 days
1.5
DO45233
0 years, male, NA, stage:3, alive, 900 days
1.4
DO45157
0 years, male, NA, stage:2, alive, 1980 days
1.4
DO23531
0 years, female, NA, stage:3, alive, 900 days
1.4
DO45153
0 years, female, NA, stage:2, alive, 1380 days
1.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
1.4
DO45149
0 years, female, NA, stage:2, alive, 1260 days
1.3
DO45139
0 years, male, NA, stage:3, alive, 1320 days
1.3
DO23523
0 years, male, NA, stage:3, alive, 1080 days
1.3
DO50814
0 years, male, NA, stage:3, alive, 420 days
1.3
DO50803
0 years, female, NA, stage:1, alive, 540 days
1.3
DO45273
0 years, male, NA, stage:2, alive, 480 days
1.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
1.2
DO45177
0 years, female, NA, stage:3, alive, 1260 days
1.2
DO45237
0 years, male, NA, stage:2, alive, 900 days
1.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
1.2
DO45127
0 years, male, NA, stage:3, dead, 420 days
1.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
1.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
1.2
DO45257
0 years, male, NA, stage:3, alive, 810 days
1.2
DO45283
0 years, male, NA, stage:3, alive, 510 days
1.1
DO45275
0 years, male, NA, stage:3, dead, 10 days
1.1
DO50778
0 years, male, NA, stage:4, alive, 630 days
1.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
1.1
DO45145
0 years, male, NA, stage:3, dead, 60 days
1.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
1.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
1.0
DO45249
0 years, male, NA, stage:1, alive, 630 days
1.0
DO48700
0 years, female, NA, stage:2, alive, 810 days
1.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
1.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
1.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
1.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
0.9
DO48717
0 years, male, NA, stage:4, dead, 180 days
0.9
DO45235
0 years, female, NA, stage:1, alive, 900 days
0.9
DO23543
0 years, male, NA, stage:2, alive, 1020 days
0.9
DO23510
0 years, female, NA, stage:2, alive, 870 days
0.9
DO45223
0 years, male, NA, stage:4, alive, 1020 days
0.9
DO50791
0 years, female, NA, stage:1, dead, 480 days
0.9
DO23535
0 years, male, NA, stage:1, alive, 960 days
0.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
0.9
DO23546
0 years, male, NA, stage:2, alive, 1050 days
0.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
0.9
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.9
DO48712
0 years, male, NA, stage:2, alive, 810 days
0.9
DO45201
0 years, male, NA, stage:1, alive, 900 days
0.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
0.8
DO45115
0 years, male, NA, stage:2, alive, 840 days
0.8
DO45185
0 years, male, NA, stage:2, alive, 600 days
0.8
DO45227
0 years, female, NA, stage:2, alive, 1020 days
0.8
DO48730
0 years, female, NA, stage:2, alive, 630 days
0.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
0.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
0.8
DO50817
0 years, male, NA, stage:2, alive, 390 days
0.8
DO48743
0 years, female, NA, stage:2, alive, 570 days
0.8
DO45253
0 years, male, NA, stage:2, alive, 870 days
0.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
0.7
DO23552
0 years, female, NA, stage:1, alive, 810 days
0.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
0.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
0.7
DO45165
0 years, male, NA, stage:2, alive, 690 days
0.7
DO45092
0 years, male, NA, stage:4, dead, 1200 days
0.7
DO45239
0 years, male, NA, stage:2, alive, 870 days
0.7
DO48704
0 years, female, NA, stage:3, alive, 750 days
0.7
DO45243
0 years, female, NA, stage:3, alive, 930 days
0.7
DO45241
0 years, male, NA, stage:1, alive, 1080 days
0.7
DO50805
0 years, male, NA, stage:2, alive, 690 days
0.6
DO45137
0 years, male, NA, stage:1, alive, 1320 days
0.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
0.6
DO45091
0 years, male, NA, stage:2, dead, 1320 days
0.6
DO23526
0 years, male, NA, stage:3, alive, 1050 days
0.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
0.6
DO45123
0 years, female, NA, stage:2, dead, 570 days
0.6
DO45187
0 years, female, NA, stage:1, alive, 1260 days
0.6
DO50820
0 years, female, NA, stage:3, alive, 510 days
0.6
DO50809
0 years, male, NA, stage:3, dead, 720 days
0.6
DO23519
0 years, male, NA, stage:3, alive, 630 days
0.6
DO45247
0 years, female, NA, stage:2, alive, 210 days
0.6
DO50793
0 years, male, NA, stage:4, alive, 540 days
0.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
0.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
0.5
DO50822
0 years, male, NA, stage:2, alive, 510 days
0.5
DO48716
0 years, male, NA, stage:2, alive, 720 days
0.5
DO227801
0 years, female, NA, stage:1, alive, 660 days
0.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
0.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.5
DO45213
0 years, male, NA, stage:1, alive, 1200 days
0.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
0.5
DO45259
0 years, male, NA, stage:3, alive, 330 days
0.5
DO23548
0 years, female, NA, stage:1, alive, 840 days
0.5
DO48761
0 years, male, NA, stage:2, alive, 870 days
0.5
DO23515
0 years, male, NA, stage:2, alive, 1230 days
0.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
0.5
DO50813
0 years, male, NA, stage:2, alive, 420 days
0.5
DO45143
0 years, male, NA, stage:3, alive, 1290 days
0.5
DO50857
0 years, male, NA, stage:2, alive, 210 days
0.5
DO50850
0 years, male, NA, stage:3, alive, 720 days
0.5
DO45125
0 years, male, NA, stage:3, alive, 1680 days
0.5
DO23537
0 years, male, NA, stage:2, dead, 900 days
0.5
DO48759
0 years, male, NA, stage:3, alive, 720 days
0.5
DO45133
0 years, male, NA, stage:3, dead, 660 days
0.5
DO45099
0 years, male, NA, stage:3, alive, 1590 days
0.5
DO45179
0 years, female, NA, stage:2, alive, 600 days
0.5
DO45094
0 years, male, NA, stage:3, alive, 1650 days
0.4
DO48757
0 years, female, NA, stage:3, alive, 480 days
0.4
DO48742
0 years, male, NA, stage:2, alive, 600 days
0.4
DO48732
0 years, male, NA, stage:3, alive, 630 days
0.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
0.4
DO23518
0 years, male, NA, stage:2, alive, 1320 days
0.4
DO50789
0 years, female, NA, stage:2, alive, 570 days
0.4
DO45199
0 years, female, NA, stage:2, alive, 1350 days
0.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
0.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
0.4
DO45221
0 years, female, NA, stage:4, dead, 390 days
0.4
DO50798
0 years, male, NA, stage:3, dead, 30 days
0.4
DO50815
0 years, male, NA, stage:3, alive, 150 days
0.4
DO45267
0 years, male, NA, stage:3, dead, 570 days
0.4
DO50807
0 years, male, NA, stage:1, alive, 540 days
0.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
0.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
0.4
DO50825
0 years, male, NA, stage:2, alive, 390 days
0.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
0.4
DO45205
0 years, female, NA, stage:2, dead, 90 days
0.4
DO50816
0 years, male, NA, stage:2, alive, 390 days
0.4
DO45265
0 years, male, NA, stage:3, alive, 1020 days
0.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
0.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
0.3
DO227643
0 years, male, NA, stage:2, alive, 1260 days
0.3
DO45097
0 years, male, NA, stage:3, alive, 1620 days
0.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
0.3
DO50776
0 years, male, NA, stage:1, alive, 690 days
0.3
DO23524
0 years, female, NA, stage:2, alive, 1050 days
0.3
DO50840
0 years, male, NA, stage:2, alive, 330 days
0.3
DO45209
0 years, male, NA, stage:4, alive, 1350 days
0.3
DO23550
0 years, male, NA, stage:1, alive, 990 days
0.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
0.3
DO48719
0 years, male, NA, stage:2, alive, 690 days
0.3
DO50806
0 years, male, NA, stage:4, alive, 540 days
0.3
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.3
DO23529
0 years, male, NA, stage:4, alive, 930 days
0.3
DO23521
0 years, male, NA, stage:3, alive, 1110 days
0.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
0.3
DO45229
0 years, male, NA, stage:1, alive, 990 days
0.3
DO23545
0 years, male, NA, stage:2, dead, 570 days
0.3
DO23539
0 years, male, NA, stage:1, alive, 1110 days
0.3
DO23538
0 years, male, NA, stage:2, alive, 450 days
0.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
0.3
DO23540
0 years, male, NA, stage:1, alive, 750 days
0.3
DO45173
0 years, male, NA, stage:3, alive, 1170 days
0.3
DO23511
0 years, female, NA, stage:3, dead, 180 days
0.2
DO45093
0 years, male, NA, stage:2, dead, 720 days
0.2
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.2
DO45111
0 years, male, NA, stage:2, alive, 1590 days
0.2
DO45105
0 years, male, NA, stage:1, alive, 1680 days
0.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
0.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
0.2
DO45113
0 years, male, NA, stage:3, alive, 1560 days
0.2
DO23512
0 years, male, NA, stage:1, alive, 1260 days
0.2
DO45217
0 years, female, NA, stage:3, dead, 270 days
0.2
DO45215
0 years, male, NA, stage:2, alive, 1170 days
0.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
0.2
DO45191
0 years, female, NA, stage:2, alive, 1200 days
0.2
DO45171
0 years, male, NA, stage:3, alive, 600 days
0.2
DO48727
0 years, female, NA, stage:2, dead, 390 days
0.2
DO50783
0 years, male, NA, stage:3, alive, 480 days
0.2
DO23509
0 years, male, NA, stage:3, dead, 780 days
0.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
0.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
0.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
0.2
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.2
DO45107
0 years, female, NA, stage:2, alive, 1710 days
0.2
DO45163
0 years, male, NA, stage:2, alive, 960 days
0.2
DO48741
0 years, male, NA, stage:3, alive, 240 days
0.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
0.2
DO50859
0 years, male, NA, stage:2, alive, 180 days
0.2
DO45195
0 years, male, NA, stage:1, alive, 390 days
0.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
0.2
DO48677
0 years, male, NA, stage:3, alive, 1140 days
0.1
DO45269
0 years, male, NA, stage:3, alive, 750 days
0.1
DO23533
0 years, male, NA, stage:2, alive, 900 days
0.1
DO45169
0 years, male, NA, stage:3, alive, 1350 days
0.1
DO45131
0 years, male, NA, stage:4, dead, 360 days
0.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
0.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
0.1
DO50804
0 years, male, NA, stage:2, alive, 720 days
0.1
DO50811
0 years, male, NA, stage:1, alive, 450 days
0.1
DO48760
0 years, female, NA, stage:2, alive, 690 days
0.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
0.1
DO48706
0 years, male, NA, stage:2, alive, 870 days
0.1
DO23508
0 years, female, NA, stage:2, alive, 390 days
0.1
DO50832
0 years, male, NA, stage:3, alive, 90 days
0.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
0.1
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
0.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
0.1
DO23532
0 years, female, NA, stage:1, alive, 960 days
0.1
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
388
Normal
0.8
627
Tumor
0.8
421
Tumor
0.8
976
Normal
0.8
538
Normal
0.8
311
Tumor
0.7
536
Normal
0.7
396
Normal
0.7
386
Normal
0.7
146
Normal
0.7
715
Tumor
0.7
224
Normal
0.7
394
Normal
0.7
722
Normal
0.6
716
Normal
0.6
478
Normal
0.6
818
Normal
0.6
426
Normal
0.6
392
Normal
0.6
968
Normal
0.6
742
Normal
0.5
344
Normal
0.5
524
Normal
0.5
616
Normal
0.5
135
Tumor
0.5
966
Normal
0.5
874
Normal
0.5
721
Tumor
0.5
554
Normal
0.5
284
Normal
0.4
364
Normal
0.4
416
Normal
0.4
412
Normal
0.4
964
Normal
0.4
852
Normal
0.4
422
Normal
0.4
686
Normal
0.4
1045
Tumor
0.4
916
Normal
0.4
415
Tumor
0.4
958
Normal
0.4
636
Normal
0.4
545
Tumor
0.4
354
Normal
0.4
738
Normal
0.4
816
Normal
0.4
618
Normal
0.4
516
Normal
0.3
191
Tumor
0.3
914
Normal
0.3
131
Tumor
0.3
136
Normal
0.3
975
Tumor
0.3
1042
Normal
0.3
192
Normal
0.3
228
Normal
0.3
741
Tumor
0.3
474
Normal
0.3
212
Normal
0.3
558
Normal
0.3
982
Normal
0.3
724
Normal
0.3
528
Normal
0.3
286
Normal
0.3
956
Normal
0.3
723
Tumor
0.3
214
Normal
0.3
884
Normal
0.3
823
Tumor
0.3
727
Tumor
0.3
866
Normal
0.3
395
Tumor
0.3
642
Normal
0.3
327
Tumor
0.2
858
Normal
0.2
917
Tumor
0.2
328
Normal
0.2
195
Tumor
0.2
824
Normal
0.2
1044
Normal
0.2
356
Normal
0.2
696
Normal
0.2
628
Normal
0.2
864
Normal
0.2
448
Normal
0.2
352
Normal
0.2
355
Tumor
0.2
472
Normal
0.2
954
Normal
0.2
342
Normal
0.2
341
Tumor
0.2
857
Tumor
0.2
698
Normal
0.2
744
Normal
0.2
963
Tumor
0.2
1032
Normal
0.2
297
Tumor
0.2
196
Normal
0.2
944
Normal
0.2
222
Normal
0.1
695
Tumor
0.1
984
Normal
0.1
737
Tumor
0.1
713
Tumor
0.1
978
Normal
0.1
922
Normal
0.1
525
Tumor
0.1
615
Tumor
0.1
518
Normal
0.1
938
Normal
0.1
223
Tumor
0.1
868
Normal
0.1
952
Normal
0.1
967
Tumor
0.1
878
Normal
0.1
924
Normal
0.1
447
Tumor
0.1
514
Normal
0.1
414
Normal
0.1
882
Normal
0.1
526
Normal
0.1
534
Normal
0.1
817
Tumor
0.1
912
Normal
0.1
1031
Tumor
0.1
861
Tumor
0.1
332
Normal
0.1
1015
Tumor
0.0
517
Tumor
0.0
277
Tumor
0.0
965
Tumor
0.0
461
Tumor
0.0
881
Tumor
0.0
1014
Normal
0.0
278
Normal
0.0
957
Tumor
0.0
572
Normal
0.0
424
Normal
0.0
728
Normal
0.0
862
Normal
0.0
557
Tumor
0.0
132
Normal
0.0
863
Tumor
0.0
1026
Normal
0.0
218
Normal
0.0
546
Normal
0.0
867
Tumor
0.0
312
Normal
0.0
211
Tumor
0.0
1046
Normal
0.0
391
Tumor
0.0
1028
Normal
0.0
298
Normal
0.0
462
Normal
0.0
926
Normal
0.0
1016
Normal
-0.1
918
Normal
-0.1
564
Normal
-0.1
913
Tumor
-0.1
943
Tumor
-0.1
314
Normal
-0.1
877
Tumor
-0.1
227
Tumor
-0.1
385
Tumor
-0.1
423
Tumor
-0.1
925
Tumor
-0.1
1025
Tumor
-0.1
883
Tumor
-0.1
363
Tumor
-0.1
221
Tumor
-0.1
471
Tumor
-0.1
574
Normal
-0.1
428
Normal
-0.1
515
Tumor
-0.1
617
Tumor
-0.1
141
Tumor
-0.1
353
Tumor
-0.1
217
Tumor
-0.1
714
Normal
-0.1
488
Normal
-0.1
498
Normal
-0.1
915
Tumor
-0.1
482
Normal
-0.1
427
Tumor
-0.1
283
Tumor
-0.2
393
Tumor
-0.2
331
Tumor
-0.2
343
Tumor
-0.2
685
Tumor
-0.2
137
Tumor
-0.2
563
Tumor
-0.2
1027
Tumor
-0.2
553
Tumor
-0.2
923
Tumor
-0.2
1022
Normal
-0.2
873
Tumor
-0.2
387
Tumor
-0.2
937
Tumor
-0.2
145
Tumor
-0.2
955
Tumor
-0.2
494
Normal
-0.3
358
Normal
-0.3
865
Tumor
-0.3
513
Tumor
-0.3
313
Tumor
-0.3
1041
Tumor
-0.3
743
Tumor
-0.3
981
Tumor
-0.3
911
Tumor
-0.3
527
Tumor
-0.4
492
Normal
-0.4
138
Normal
-0.4
535
Tumor
-0.4
285
Tumor
-0.4
567
Tumor
-0.4
413
Tumor
-0.4
491
Tumor
-0.4
213
Tumor
-0.4
573
Tumor
-0.4
523
Tumor
-0.4
641
Tumor
-0.4
921
Tumor
-0.4
697
Tumor
-0.5
1043
Tumor
-0.5
473
Tumor
-0.5
481
Tumor
-0.5
568
Normal
-0.5
977
Tumor
-0.5
851
Tumor
-0.5
484
Normal
-0.5
483
Tumor
-0.5
493
Tumor
-0.5
953
Tumor
-0.5
425
Tumor
-0.5
411
Tumor
-0.6
951
Tumor
-0.6
815
Tumor
-0.6
1021
Tumor
-0.6
477
Tumor
-0.7
571
Tumor
-0.7
1013
Tumor
-0.7
487
Tumor
-0.8
351
Tumor
-0.8
142
Normal
-0.8
635
Tumor
-0.8
537
Tumor
-0.8
983
Tumor
-0.9
497
Tumor
-0.9
533
Tumor
-1.0
357
Tumor
-1.1
231
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
112
Tumor
N/A
113
Tumor
N/A
114
Normal
N/A
361
Tumor
N/A
362
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
125
Tumor
N/A
367
Tumor
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
257
Tumor
N/A
258
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
261
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
384
Normal
N/A
267
Tumor
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
271
Tumor
N/A
272
Normal
N/A
161
Tumor
N/A
162
Normal
N/A
171
Tumor
N/A
172
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
745
Tumor
N/A
746
Normal
N/A
755
Tumor
N/A
756
Normal
N/A
647
Tumor
N/A
648
Normal
N/A
777
Tumor
N/A
778
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
663
Tumor
N/A
664
Normal
N/A
785
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
666
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
432
Normal
N/A
433
Tumor
N/A
434
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
443
Tumor
N/A
444
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
451
Tumor
N/A
452
Normal
N/A
455
Tumor
N/A
456
Normal
N/A
463
Tumor
N/A
464
Normal
N/A
465
Tumor
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
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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
