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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.
MBD1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBD1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.3
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
66.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
58.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
MBD1 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBD1 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
24.5
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
40.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-1.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
