We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
DCPS 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
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 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.
DCPS is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
DCPS 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCPS 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
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
