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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.
ZBED5 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
72.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
ZBED5 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
27.6
Number of samples
486
Samples
Sample
Description
TPM
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
61.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
58.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
54.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
50.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
49.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ZBED5 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
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
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.
ZBED5 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
30.8
Number of samples
207
Samples
Sample
Description
TPM
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
64.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
56.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
52.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
46.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
45.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
45.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
42.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
