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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.
MBD3 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
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 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.
MBD3 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
MBD3 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
9.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
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.
MBD3 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
14.4
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
