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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.
ZBED1 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
23.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
73.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
71.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
58.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
53.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
37.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
ZBED1 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
31.1
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
132.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
73.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
70.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
66.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
66.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
65.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
63.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
60.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
60.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
59.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
59.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
59.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
59.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
58.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
57.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
57.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
56.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
55.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
55.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
55.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
52.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
52.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
52.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
52.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
51.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
50.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
49.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
49.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
49.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
48.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
48.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
48.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
48.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
47.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
44.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
44.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
39.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
ZBED1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
49.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
47.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
44.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBED1 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
28.3
Number of samples
207
Samples
Sample
Description
TPM
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
79.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
62.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
57.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
54.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
54.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
51.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
50.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
49.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
48.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
48.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
45.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
44.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
43.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
40.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-2.2
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
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
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
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
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.