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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.
BRD2 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
16.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
52.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
46.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
BRD2 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
49.3
Number of samples
486
Samples
Sample
Description
TPM
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
163.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
147.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
140.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
138.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
134.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
132.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
130.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
130.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
122.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
122.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
121.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
120.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
117.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
117.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
114.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
110.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
110.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
108.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
108.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
107.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
107.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
107.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
103.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
102.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
102.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
100.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
98.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
97.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
95.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
95.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
95.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
94.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
92.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
92.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
92.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
90.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
90.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
88.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
87.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
87.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
86.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
85.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
84.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
84.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
83.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
82.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
81.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
80.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
80.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
79.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
79.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
78.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
77.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
77.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
77.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
77.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
77.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
77.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
76.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
76.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
75.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
75.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
75.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
75.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
74.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
74.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
74.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
74.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
72.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
72.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
71.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
71.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
71.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
70.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
70.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
70.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
69.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
68.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
68.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
68.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
68.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
68.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
68.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
68.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
68.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
67.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
67.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
67.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
66.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
66.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
65.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
64.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
64.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
64.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
63.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
63.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
63.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
62.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
62.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
62.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
62.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
61.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
61.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
61.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
61.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
61.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
61.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
60.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
60.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
60.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
60.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
60.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
59.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
59.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
59.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
59.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
58.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
58.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
57.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
57.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
57.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
56.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
56.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
56.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
56.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
56.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
55.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
55.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
55.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
55.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
55.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
55.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
55.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
55.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
54.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
54.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
54.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
54.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
54.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
54.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
54.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
53.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
53.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
53.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
53.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
53.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
53.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
53.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
53.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
52.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
52.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
52.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
52.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
52.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
51.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
51.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
50.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
50.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
49.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
49.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
49.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
49.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
49.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
49.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
48.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
48.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
48.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
48.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
48.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
47.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
47.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
47.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
47.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
47.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
47.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
46.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
46.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
46.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
46.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
45.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
45.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
44.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
44.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
44.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
44.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
44.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
43.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
43.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
41.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
41.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
40.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
39.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
33.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BRD2 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
17.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
BRD2 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
42.3
Number of samples
207
Samples
Sample
Description
TPM
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
141.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
118.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
106.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
106.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
104.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
99.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
98.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
93.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
92.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
91.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
86.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
86.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
85.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
85.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
85.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
83.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
83.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
78.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
76.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
75.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
75.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
74.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
74.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
73.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
67.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
66.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
66.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
66.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
65.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
64.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
63.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
63.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
63.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
63.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
63.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
62.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
61.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
61.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
60.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
59.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
59.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
58.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
53.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
53.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
52.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
52.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
52.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
51.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
51.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
50.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
49.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
49.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
48.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
48.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
48.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
47.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
47.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
46.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
44.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
44.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
43.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
43.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
41.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
41.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
39.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
38.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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.