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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.
BCOR 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BCOR 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
91.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
61.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
BCOR 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
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BCOR 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
20.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
