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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.
DPP8 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
DPP8 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
23.5
Number of samples
486
Samples
Sample
Description
TPM
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
55.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
DPP8 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DPP8 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
21.8
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
