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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.
ZBED6 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
1.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
ZBED6 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
22.5
Number of samples
486
Samples
Sample
Description
TPM
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
47.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
43.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.1
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.
ZBED6 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
38.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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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.
The Human Protein Atlas project is funded
