We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZBTB40 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
ZBTB40 is not prognostic in Colon Adenocarcinoma (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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
ZBTB40 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
ZBTB40 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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.
The Human Protein Atlas project is funded
