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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.
MBD6 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
21.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
33.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MBD6 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
41.4
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
91.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
83.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
78.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
75.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
71.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
71.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
67.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
65.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
61.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
61.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
61.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
60.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
60.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
60.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
60.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
59.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
59.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
58.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
57.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
57.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
56.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
56.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
56.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
56.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
55.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
55.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
55.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
55.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
55.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
54.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
54.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
54.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
54.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
53.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
53.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
53.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
53.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
53.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
53.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
53.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
53.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
53.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
53.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
53.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
52.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
52.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
52.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
52.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
52.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
52.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
52.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
51.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
51.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
51.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
51.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
51.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
51.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
51.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
51.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
51.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
50.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
50.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
50.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
50.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
50.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
50.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
50.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
49.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
49.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
49.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
49.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
49.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
49.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
49.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
49.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
49.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
49.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
48.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
48.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
48.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
48.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
48.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
48.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
48.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
48.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
48.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
48.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
47.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
47.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
47.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
47.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
46.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
46.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
46.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
46.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
46.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
45.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
45.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
44.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
44.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
44.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
44.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
43.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
43.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
43.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
42.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
42.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
42.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
42.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
42.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
42.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
42.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
41.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
41.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
41.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
40.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
40.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
39.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
37.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
34.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
MBD6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
47.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
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.
MBD6 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
43.6
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
84.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
70.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
68.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
65.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
65.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
65.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
65.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
64.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
63.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
61.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
61.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
61.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
60.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
60.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
60.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
59.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
58.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
58.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
58.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
58.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
57.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
56.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
55.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
55.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
55.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
54.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
53.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
53.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
53.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
53.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
52.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
52.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
52.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
52.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
51.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
51.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
51.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
51.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
50.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
50.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
50.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
50.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
50.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
49.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
49.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
49.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
48.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
48.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
47.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
47.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
47.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
47.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
47.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
47.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
46.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
46.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
46.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
45.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
45.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
45.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
45.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
45.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
45.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
44.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
44.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
44.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
44.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
43.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
43.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
43.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
43.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
43.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
42.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
42.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
42.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
40.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
40.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
39.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
38.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
36.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
36.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
