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.
NCDN 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
NCDN 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
NCDN 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
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.
NCDN 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
