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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.
MBD4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
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
45.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MBD4 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
24.5
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
84.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
43.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MBD4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MBD4 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
23.9
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
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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
