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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
0.4
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
1.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
1.3
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
1.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
1.1
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
1.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
1.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
1.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
1.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
1.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
1.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
1.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
0.9
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
0.9
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.9
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
0.9
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
0.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
0.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.9
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.9
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
0.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.8
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
0.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
0.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
0.8
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
0.8
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
0.8
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
0.8
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
0.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
0.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
0.8
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.8
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
0.8
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
0.8
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
0.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
0.8
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
0.8
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.8
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
0.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.7
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
0.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
0.7
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
0.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
0.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
0.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
0.7
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
0.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
0.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
0.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.7
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
0.7
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
0.7
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
0.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
0.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
0.7
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
0.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
0.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
0.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.7
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
0.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
0.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
0.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
0.7
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
0.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
0.7
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
0.7
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
0.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
0.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
0.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
0.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
0.6
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
0.6
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
0.6
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
0.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.6
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
0.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
0.6
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
0.6
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.6
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
0.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
0.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
0.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
0.6
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
0.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
0.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
0.6
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
0.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
0.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
0.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
0.6
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
0.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
0.6
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
0.6
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
0.6
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
0.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
0.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
0.6
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.6
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
0.6
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
0.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
0.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
0.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
0.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
0.6
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
0.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
0.6
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
0.6
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
0.6
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
0.6
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
0.6
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
0.6
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
0.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
0.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
0.6
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
0.5
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
0.5
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
0.5
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
0.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
0.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
0.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
0.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
0.5
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
0.5
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
0.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
0.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
0.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
0.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
0.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
0.5
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
0.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
0.5
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
0.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.5
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
0.5
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
0.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
0.5
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
0.5
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
0.5
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
0.5
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
0.5
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
0.5
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
0.5
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
0.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
0.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
0.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
0.5
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
0.5
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
0.5
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
0.5
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
0.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
0.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
0.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
0.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
0.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
0.5
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
0.5
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
0.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
0.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
0.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
0.4
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
0.4
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
0.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
0.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
0.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
0.4
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
0.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
0.4
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
0.4
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
0.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
0.4
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
0.4
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
0.4
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
0.4
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
0.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
0.4
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
0.4
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.4
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
0.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
0.4
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
0.4
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
0.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
0.4
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
0.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
0.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
0.4
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
0.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
0.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
0.4
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
0.4
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
0.4
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
0.4
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
0.4
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
0.4
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
0.4
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
0.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
0.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
0.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
0.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
0.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
0.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
0.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
0.4
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
0.4
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
0.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
0.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
0.4
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
0.4
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.4
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
0.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
0.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
0.4
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
0.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
0.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
0.4
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
0.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
0.4
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
0.4
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.4
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
0.4
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
0.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
0.4
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
0.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
0.4
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
0.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
0.4
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
0.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
0.4
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
0.4
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
0.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
0.4
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
0.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
0.4
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
0.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
0.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
0.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
0.3
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
0.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
0.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
0.3
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
0.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
0.3
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
0.3
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.3
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
0.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
0.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
0.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.3
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.3
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
0.3
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.3
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
0.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
0.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
0.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
0.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.3
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
0.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
0.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
0.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
0.3
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
0.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
0.3
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 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-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
0.3
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
0.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
0.3
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
0.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
0.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
0.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
0.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
0.3
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
0.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.3
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.3
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
0.3
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
0.3
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
0.3
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
0.3
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
0.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
0.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
0.3
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
0.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
0.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
0.3
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
0.3
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
0.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
0.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
0.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
0.3
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
0.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.3
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
0.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.3
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
0.3
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
0.3
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
0.3
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
0.3
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
0.3
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
0.2
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
0.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
0.2
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.2
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
0.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
0.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
0.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
0.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
0.2
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
0.2
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
0.2
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
0.2
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
0.2
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
0.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
0.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
0.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
0.2
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
0.2
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
0.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
0.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
0.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
0.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
0.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
0.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
0.2
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
0.2
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
0.2
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
0.2
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
0.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
0.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.2
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
0.2
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.2
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
0.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
0.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.1
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
0.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 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.
SLC35E3 is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.3
Number of samples
231
Samples
Sample
Description
TPM
DO45211
0 years, male, NA, stage:3, alive, 240 days
32.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
16.9
DO45235
0 years, female, NA, stage:1, alive, 900 days
15.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
13.4
DO45197
0 years, male, NA, stage:2, alive, 1170 days
11.9
DO45191
0 years, female, NA, stage:2, alive, 1200 days
11.8
DO23524
0 years, female, NA, stage:2, alive, 1050 days
11.5
DO45275
0 years, male, NA, stage:3, dead, 10 days
10.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
9.7
DO45119
0 years, male, NA, stage:3, dead, 510 days
9.6
DO45127
0 years, male, NA, stage:3, dead, 420 days
9.5
DO45225
0 years, male, NA, stage:1, alive, 1050 days
9.5
DO23552
0 years, female, NA, stage:1, alive, 810 days
9.0
DO48751
0 years, male, NA, stage:2, dead, 480 days
8.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
8.2
DO45163
0 years, male, NA, stage:2, alive, 960 days
8.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
7.8
DO45161
0 years, male, NA, stage:2, dead, 540 days
7.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
7.7
DO23521
0 years, male, NA, stage:3, alive, 1110 days
7.6
DO23508
0 years, female, NA, stage:2, alive, 390 days
7.6
DO45207
0 years, male, NA, stage:1, alive, 1050 days
7.6
DO48681
0 years, male, NA, stage:2, alive, 900 days
7.5
DO50785
0 years, male, NA, stage:4, dead, 90 days
7.5
DO48682
0 years, female, NA, stage:3, dead, 120 days
7.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
7.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
7.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
7.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
6.8
DO45209
0 years, male, NA, stage:4, alive, 1350 days
6.8
DO48757
0 years, female, NA, stage:3, alive, 480 days
6.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
6.8
DO45189
0 years, female, NA, stage:2, alive, 1200 days
6.6
DO45303
0 years, female, NA, stage:3, alive, 990 days
6.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
6.5
DO45117
0 years, female, NA, stage:2, dead, 1110 days
6.3
DO45245
0 years, female, NA, stage:2, dead, 240 days
6.3
DO48720
0 years, female, NA, stage:2, alive, 570 days
6.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
6.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
6.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
6.0
DO45267
0 years, male, NA, stage:3, dead, 570 days
5.9
DO50820
0 years, female, NA, stage:3, alive, 510 days
5.9
DO23545
0 years, male, NA, stage:2, dead, 570 days
5.8
DO45217
0 years, female, NA, stage:3, dead, 270 days
5.7
DO23529
0 years, male, NA, stage:4, alive, 930 days
5.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
5.7
DO50778
0 years, male, NA, stage:4, alive, 630 days
5.6
DO50809
0 years, male, NA, stage:3, dead, 720 days
5.6
DO48717
0 years, male, NA, stage:4, dead, 180 days
5.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
5.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
5.6
DO48695
0 years, male, NA, stage:2, alive, 720 days
5.5
DO45281
0 years, male, NA, stage:4, alive, 750 days
5.5
DO48712
0 years, male, NA, stage:2, alive, 810 days
5.5
DO23537
0 years, male, NA, stage:2, dead, 900 days
5.5
DO23533
0 years, male, NA, stage:2, alive, 900 days
5.3
DO45223
0 years, male, NA, stage:4, alive, 1020 days
5.3
DO45259
0 years, male, NA, stage:3, alive, 330 days
5.2
DO23510
0 years, female, NA, stage:2, alive, 870 days
5.2
DO45239
0 years, male, NA, stage:2, alive, 870 days
5.2
DO48677
0 years, male, NA, stage:3, alive, 1140 days
5.2
DO45221
0 years, female, NA, stage:4, dead, 390 days
5.2
DO45213
0 years, male, NA, stage:1, alive, 1200 days
5.1
DO45091
0 years, male, NA, stage:2, dead, 1320 days
5.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
5.0
DO45219
0 years, male, NA, stage:2, alive, 1080 days
5.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
5.0
DO50774
0 years, female, NA, stage:2, alive, 720 days
5.0
DO45173
0 years, male, NA, stage:3, alive, 1170 days
5.0
DO45265
0 years, male, NA, stage:3, alive, 1020 days
4.9
DO50789
0 years, female, NA, stage:2, alive, 570 days
4.9
DO50807
0 years, male, NA, stage:1, alive, 540 days
4.9
DO45159
0 years, male, NA, stage:3, alive, 1470 days
4.9
DO23516
0 years, male, NA, stage:3, dead, 20 days
4.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
4.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
4.8
DO45305
0 years, male, NA, stage:4, alive, 300 days
4.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
4.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
4.6
DO50859
0 years, male, NA, stage:2, alive, 180 days
4.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
4.6
DO48730
0 years, female, NA, stage:2, alive, 630 days
4.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
4.6
DO45269
0 years, male, NA, stage:3, alive, 750 days
4.5
DO45153
0 years, female, NA, stage:2, alive, 1380 days
4.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
4.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
4.4
DO50832
0 years, male, NA, stage:3, alive, 90 days
4.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
4.4
DO45115
0 years, male, NA, stage:2, alive, 840 days
4.4
DO50840
0 years, male, NA, stage:2, alive, 330 days
4.4
DO45093
0 years, male, NA, stage:2, dead, 720 days
4.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
4.3
DO45129
0 years, male, NA, stage:3, alive, 1470 days
4.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
4.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
4.3
DO48746
0 years, male, NA, stage:3, alive, 570 days
4.3
DO45279
0 years, male, NA, stage:3, alive, 1290 days
4.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
4.3
DO45139
0 years, male, NA, stage:3, alive, 1320 days
4.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
4.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
4.2
DO23518
0 years, male, NA, stage:2, alive, 1320 days
4.2
DO45155
0 years, male, NA, stage:2, alive, 2160 days
4.2
DO48704
0 years, female, NA, stage:3, alive, 750 days
4.2
DO23511
0 years, female, NA, stage:3, dead, 180 days
4.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
4.1
DO45157
0 years, male, NA, stage:2, alive, 1980 days
4.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
4.0
DO50787
0 years, male, NA, stage:3, alive, 480 days
4.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
3.9
DO45247
0 years, female, NA, stage:2, alive, 210 days
3.9
DO45165
0 years, male, NA, stage:2, alive, 690 days
3.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
3.9
DO50776
0 years, male, NA, stage:1, alive, 690 days
3.8
DO48732
0 years, male, NA, stage:3, alive, 630 days
3.8
DO48736
0 years, female, NA, stage:1, alive, 600 days
3.8
DO45123
0 years, female, NA, stage:2, dead, 570 days
3.8
DO45131
0 years, male, NA, stage:4, dead, 360 days
3.8
DO23514
0 years, male, NA, stage:2, alive, 1290 days
3.7
DO45307
0 years, female, NA, stage:4, dead, 240 days
3.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
3.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
3.5
DO45299
0 years, female, NA, stage:1, alive, 1440 days
3.5
DO45193
0 years, female, NA, stage:4, dead, 120 days
3.5
DO50825
0 years, male, NA, stage:2, alive, 390 days
3.5
DO45133
0 years, male, NA, stage:3, dead, 660 days
3.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
3.5
DO45179
0 years, female, NA, stage:2, alive, 600 days
3.4
DO45175
0 years, male, NA, stage:2, alive, 1140 days
3.4
DO50850
0 years, male, NA, stage:3, alive, 720 days
3.4
DO50819
0 years, female, NA, stage:2, alive, 510 days
3.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
3.4
DO45251
0 years, female, NA, stage:2, alive, 900 days
3.4
DO48728
0 years, female, NA, stage:2, alive, 150 days
3.4
DO23539
0 years, male, NA, stage:1, alive, 1110 days
3.4
DO45141
0 years, male, NA, stage:2, alive, 1320 days
3.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
3.3
DO23531
0 years, female, NA, stage:3, alive, 900 days
3.3
DO23527
0 years, male, NA, stage:1, alive, 1050 days
3.3
DO50857
0 years, male, NA, stage:2, alive, 210 days
3.3
DO23535
0 years, male, NA, stage:1, alive, 960 days
3.2
DO45255
0 years, male, NA, stage:3, alive, 720 days
3.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
3.2
DO23528
0 years, female, NA, stage:2, alive, 1020 days
3.2
DO45094
0 years, male, NA, stage:3, alive, 1650 days
3.1
DO50815
0 years, male, NA, stage:3, alive, 150 days
3.1
DO23547
0 years, male, NA, stage:1, alive, 1020 days
3.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
3.0
DO48725
0 years, male, NA, stage:1, alive, 780 days
2.9
DO23526
0 years, male, NA, stage:3, alive, 1050 days
2.9
DO48697
0 years, female, NA, stage:2, dead, 810 days
2.9
DO227801
0 years, female, NA, stage:1, alive, 660 days
2.9
DO45301
0 years, male, NA, stage:2, dead, 1440 days
2.9
DO48716
0 years, male, NA, stage:2, alive, 720 days
2.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
2.9
DO23525
0 years, male, NA, stage:4, alive, 1050 days
2.9
DO45283
0 years, male, NA, stage:3, alive, 510 days
2.8
DO45233
0 years, male, NA, stage:3, alive, 900 days
2.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
2.8
DO45261
0 years, male, NA, stage:3, alive, 990 days
2.8
DO45289
0 years, female, NA, stage:3, alive, 360 days
2.8
DO45177
0 years, female, NA, stage:3, alive, 1260 days
2.7
DO48721
0 years, female, NA, stage:1, alive, 900 days
2.7
DO45103
0 years, male, NA, stage:3, alive, 450 days
2.7
DO23536
0 years, male, NA, stage:2, alive, 930 days
2.7
DO45097
0 years, male, NA, stage:3, alive, 1620 days
2.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
2.6
DO50808
0 years, male, NA, stage:2, alive, 570 days
2.6
DO23534
0 years, male, NA, stage:2, alive, 840 days
2.6
DO45285
0 years, male, NA, stage:3, alive, 480 days
2.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
2.6
DO45135
0 years, male, NA, stage:1, alive, 1410 days
2.6
DO23513
0 years, male, NA, stage:3, alive, 1200 days
2.6
DO48747
0 years, male, NA, stage:3, alive, 540 days
2.6
DO45137
0 years, male, NA, stage:1, alive, 1320 days
2.6
DO45099
0 years, male, NA, stage:3, alive, 1590 days
2.5
DO23530
0 years, male, NA, stage:4, dead, 180 days
2.5
DO45145
0 years, male, NA, stage:3, dead, 60 days
2.5
DO48737
0 years, male, NA, stage:1, alive, 720 days
2.5
DO45297
0 years, female, NA, stage:4, dead, 1260 days
2.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
2.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
2.4
DO45243
0 years, female, NA, stage:3, alive, 930 days
2.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
2.4
DO50804
0 years, male, NA, stage:2, alive, 720 days
2.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
2.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
2.3
DO23541
0 years, male, NA, stage:2, alive, 930 days
2.3
DO48733
0 years, male, NA, stage:2, alive, 600 days
2.3
DO23538
0 years, male, NA, stage:2, alive, 450 days
2.3
DO48701
0 years, male, NA, stage:2, alive, 780 days
2.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
2.3
DO45143
0 years, male, NA, stage:3, alive, 1290 days
2.2
DO45181
0 years, female, NA, stage:2, alive, 1200 days
2.2
DO23546
0 years, male, NA, stage:2, alive, 1050 days
2.2
DO45229
0 years, male, NA, stage:1, alive, 990 days
2.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
2.1
DO50817
0 years, male, NA, stage:2, alive, 390 days
2.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
2.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
2.0
DO50805
0 years, male, NA, stage:2, alive, 690 days
1.9
DO45095
0 years, male, NA, stage:2, alive, 1620 days
1.9
DO45195
0 years, male, NA, stage:1, alive, 390 days
1.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
1.8
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1.8
DO45149
0 years, female, NA, stage:2, alive, 1260 days
1.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
1.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
1.7
DO23548
0 years, female, NA, stage:1, alive, 840 days
1.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
1.6
DO45111
0 years, male, NA, stage:2, alive, 1590 days
1.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
1.6
DO45125
0 years, male, NA, stage:3, alive, 1680 days
1.5
DO50844
0 years, male, NA, stage:4, alive, 300 days
1.4
DO50814
0 years, male, NA, stage:3, alive, 420 days
1.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
1.4
DO48759
0 years, male, NA, stage:3, alive, 720 days
1.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
1.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
1.2
DO50816
0 years, male, NA, stage:2, alive, 390 days
1.2
DO23517
0 years, male, NA, stage:2, alive, 1200 days
1.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
1.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
1.1
DO23540
0 years, male, NA, stage:1, alive, 750 days
1.0
DO45241
0 years, male, NA, stage:1, alive, 1080 days
1.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
0.9
DO50839
0 years, female, NA, stage:3, alive, 330 days
0.9
DO45109
0 years, male, NA, stage:2, alive, 1590 days
0.9
DO48674
0 years, male, NA, stage:2, alive, 1260 days
0.9
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
813
Tumor
2.2
127
Tumor
1.5
1027
Tumor
1.4
814
Normal
1.4
128
Normal
1.1
435
Tumor
1.0
477
Tumor
1.0
463
Tumor
1.0
815
Tumor
0.8
361
Tumor
0.8
313
Tumor
0.8
257
Tumor
0.8
113
Tumor
0.7
571
Tumor
0.6
145
Tumor
0.6
425
Tumor
0.6
527
Tumor
0.6
394
Normal
0.6
147
Tumor
0.6
367
Tumor
0.6
125
Tumor
0.6
1043
Tumor
0.6
443
Tumor
0.6
357
Tumor
0.5
363
Tumor
0.5
473
Tumor
0.5
431
Tumor
0.5
448
Normal
0.5
135
Tumor
0.5
392
Normal
0.5
388
Normal
0.4
351
Tumor
0.4
331
Tumor
0.4
227
Tumor
0.4
957
Tumor
0.4
1044
Normal
0.3
873
Tumor
0.3
483
Tumor
0.3
727
Tumor
0.3
1046
Normal
0.3
298
Normal
0.3
447
Tumor
0.3
213
Tumor
0.3
526
Normal
0.3
695
Tumor
0.3
914
Normal
0.3
137
Tumor
0.3
465
Tumor
0.3
277
Tumor
0.3
481
Tumor
0.3
698
Normal
0.2
341
Tumor
0.2
422
Normal
0.2
278
Normal
0.2
471
Tumor
0.2
455
Tumor
0.2
741
Tumor
0.2
172
Normal
0.2
1026
Normal
0.2
557
Tumor
0.2
967
Tumor
0.2
451
Tumor
0.2
355
Tumor
0.2
851
Tumor
0.2
452
Normal
0.2
284
Normal
0.2
342
Normal
0.2
358
Normal
0.2
568
Normal
0.2
132
Normal
0.2
297
Tumor
0.2
635
Tumor
0.2
456
Normal
0.1
311
Tumor
0.1
344
Normal
0.1
1022
Normal
0.1
648
Normal
0.1
411
Tumor
0.1
642
Normal
0.1
666
Normal
0.1
981
Tumor
0.1
426
Normal
0.1
414
Normal
0.1
376
Normal
0.1
332
Normal
0.1
314
Normal
0.1
744
Normal
0.1
424
Normal
0.1
615
Tumor
0.1
428
Normal
0.1
413
Tumor
0.1
146
Normal
0.1
148
Normal
0.1
228
Normal
0.1
354
Normal
0.1
574
Normal
0.1
685
Tumor
0.1
616
Normal
0.1
396
Normal
0.1
742
Normal
0.1
573
Tumor
0.1
445
Tumor
0.1
436
Normal
0.1
954
Normal
0.1
745
Tumor
0.1
285
Tumor
0.1
662
Normal
0.1
664
Normal
0.0
464
Normal
0.0
141
Tumor
0.0
131
Tumor
0.0
524
Normal
0.0
286
Normal
0.0
488
Normal
0.0
975
Tumor
0.0
493
Tumor
0.0
423
Tumor
0.0
468
Normal
0.0
636
Normal
0.0
161
Tumor
0.0
312
Normal
0.0
356
Normal
0.0
187
Tumor
0.0
823
Tumor
0.0
258
Normal
0.0
383
Tumor
0.0
272
Normal
0.0
976
Normal
0.0
925
Tumor
0.0
421
Tumor
0.0
444
Normal
0.0
1025
Tumor
0.0
921
Tumor
0.0
224
Normal
0.0
722
Normal
0.0
867
Tumor
0.0
498
Normal
0.0
271
Tumor
0.0
412
Normal
0.0
343
Tumor
0.0
365
Tumor
0.0
191
Tumor
0.0
384
Normal
0.0
261
Tumor
0.0
231
Tumor
0.0
618
Normal
0.0
416
Normal
0.0
786
Normal
0.0
162
Normal
0.0
953
Tumor
0.0
267
Tumor
0.0
433
Tumor
-0.1
262
Normal
-0.1
538
Normal
-0.1
138
Normal
-0.1
114
Normal
-0.1
968
Normal
-0.1
737
Tumor
-0.1
466
Normal
-0.1
755
Tumor
-0.1
912
Normal
-0.1
214
Normal
-0.1
222
Normal
-0.1
915
Tumor
-0.1
112
Tumor
-0.1
868
Normal
-0.1
268
Normal
-0.1
195
Tumor
-0.1
628
Normal
-0.1
487
Tumor
-0.1
142
Normal
-0.1
966
Normal
-0.1
188
Normal
-0.1
958
Normal
-0.1
911
Tumor
-0.1
572
Normal
-0.1
217
Tumor
-0.1
221
Tumor
-0.1
353
Tumor
-0.1
467
Tumor
-0.1
696
Normal
-0.1
186
Normal
-0.1
533
Tumor
-0.1
878
Normal
-0.1
352
Normal
-0.1
364
Normal
-0.1
494
Normal
-0.1
647
Tumor
-0.1
715
Tumor
-0.1
924
Normal
-0.1
196
Normal
-0.1
432
Normal
-0.2
1041
Tumor
-0.2
723
Tumor
-0.2
926
Normal
-0.2
1045
Tumor
-0.2
185
Tumor
-0.2
545
Tumor
-0.2
111
Normal
-0.2
283
Tumor
-0.2
386
Normal
-0.2
917
Tumor
-0.2
884
Normal
-0.2
738
Normal
-0.2
563
Tumor
-0.2
874
Normal
-0.2
665
Tumor
-0.2
923
Tumor
-0.2
218
Normal
-0.2
366
Normal
-0.2
567
Tumor
-0.2
534
Normal
-0.2
558
Normal
-0.2
528
Normal
-0.2
232
Normal
-0.2
714
Normal
-0.2
882
Normal
-0.2
965
Tumor
-0.2
564
Normal
-0.2
362
Normal
-0.2
877
Tumor
-0.2
497
Tumor
-0.2
415
Tumor
-0.2
672
Normal
-0.2
862
Normal
-0.2
686
Normal
-0.2
517
Tumor
-0.2
484
Normal
-0.2
212
Normal
-0.2
883
Tumor
-0.2
756
Normal
-0.2
743
Tumor
-0.2
627
Tumor
-0.2
136
Normal
-0.2
171
Tumor
-0.3
427
Tumor
-0.3
824
Normal
-0.3
553
Tumor
-0.3
478
Normal
-0.3
1021
Tumor
-0.3
491
Tumor
-0.3
434
Normal
-0.3
864
Normal
-0.3
728
Normal
-0.3
857
Tumor
-0.3
922
Normal
-0.3
192
Normal
-0.3
861
Tumor
-0.3
536
Normal
-0.3
124
Normal
-0.3
866
Normal
-0.3
964
Normal
-0.3
492
Normal
-0.3
446
Normal
-0.3
671
Tumor
-0.3
713
Tumor
-0.3
126
Normal
-0.3
952
Normal
-0.3
223
Tumor
-0.3
778
Normal
-0.3
746
Normal
-0.3
716
Normal
-0.4
328
Normal
-0.4
785
Tumor
-0.4
818
Normal
-0.4
661
Tumor
-0.4
525
Tumor
-0.4
863
Tumor
-0.4
956
Normal
-0.4
387
Tumor
-0.4
916
Normal
-0.4
858
Normal
-0.4
721
Tumor
-0.4
918
Normal
-0.4
982
Normal
-0.4
641
Tumor
-0.4
368
Normal
-0.4
944
Normal
-0.4
375
Tumor
-0.4
852
Normal
-0.5
663
Tumor
-0.5
881
Tumor
-0.5
816
Normal
-0.5
963
Tumor
-0.5
515
Tumor
-0.5
513
Tumor
-0.5
938
Normal
-0.5
482
Normal
-0.5
393
Tumor
-0.5
697
Tumor
-0.5
516
Normal
-0.6
391
Tumor
-0.6
327
Tumor
-0.6
617
Tumor
-0.6
537
Tumor
-0.6
865
Tumor
-0.6
546
Normal
-0.6
535
Tumor
-0.6
123
Tumor
-0.6
523
Tumor
-0.6
937
Tumor
-0.6
1028
Normal
-0.6
817
Tumor
-0.6
472
Normal
-0.6
951
Tumor
-0.6
211
Tumor
-0.7
724
Normal
-0.7
978
Normal
-0.7
1031
Tumor
-0.7
1013
Tumor
-0.7
395
Tumor
-0.7
514
Normal
-0.7
984
Normal
-0.7
943
Tumor
-0.7
955
Tumor
-0.7
913
Tumor
-0.7
554
Normal
-0.8
462
Normal
-0.8
1016
Normal
-0.8
977
Tumor
-0.8
777
Tumor
-0.8
1014
Normal
-0.8
983
Tumor
-0.8
1042
Normal
-0.8
1015
Tumor
-0.8
461
Tumor
-0.8
474
Normal
-0.9
518
Normal
-0.9
385
Tumor
-1.0
1032
Normal
-1.1
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
