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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBED3 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
ZBED3 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
3.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
3.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.1
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.
ZBED3 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
5.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
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.
ZBED3 is not prognostic 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
4.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
2.2
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
