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.
CTDNEP1 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
40.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
78.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
71.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
71.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
71.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
69.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
68.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
67.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
65.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
64.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
63.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
63.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
62.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
62.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
61.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
60.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
60.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
59.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
59.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
59.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
58.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
58.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
57.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
57.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
56.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
55.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
55.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
55.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
55.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
54.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
53.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
53.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
53.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
53.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
53.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
53.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
53.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
53.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
52.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
52.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
52.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
52.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
52.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
52.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
51.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
51.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
51.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
51.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
50.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
50.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
50.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
50.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
50.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
50.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
49.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
49.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
48.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
48.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
48.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
48.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
48.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
48.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
47.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
47.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
47.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
46.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
46.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
46.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
46.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
45.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
44.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
44.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
44.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
44.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
44.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
44.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
43.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
43.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
43.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
41.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
41.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
41.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
40.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
40.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
40.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
39.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
37.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
34.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
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.
CTDNEP1 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
55.3
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
99.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
98.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
97.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
94.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
91.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
88.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
86.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
86.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
86.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
86.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
85.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
84.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
84.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
84.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
84.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
83.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
83.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
83.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
82.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
81.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
80.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
80.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
79.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
78.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
78.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
78.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
78.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
78.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
78.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
78.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
77.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
77.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
77.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
77.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
77.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
77.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
77.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
77.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
76.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
76.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
76.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
76.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
76.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
76.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
76.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
76.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
75.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
74.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
74.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
74.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
74.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
74.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
74.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
74.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
73.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
73.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
73.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
73.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
73.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
73.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
73.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
73.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
72.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
72.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
72.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
72.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
72.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
72.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
72.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
72.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
72.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
71.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
71.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
71.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
71.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
71.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
71.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
70.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
70.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
70.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
70.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
70.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
70.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
70.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
70.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
70.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
70.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
70.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
70.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
69.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
69.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
69.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
69.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
69.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
69.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
69.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
69.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
69.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
68.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
68.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
68.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
68.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
68.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
68.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
68.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
67.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
67.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
67.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
67.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
67.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
67.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
67.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
67.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
67.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
66.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
66.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
66.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
66.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
66.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
66.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
65.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
65.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
65.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
65.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
65.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
65.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
65.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
65.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
65.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
64.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
64.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
64.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
64.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
64.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
64.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
64.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
64.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
64.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
63.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
63.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
63.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
63.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
63.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
63.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
63.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
63.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
63.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
63.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
63.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
62.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
62.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
62.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
62.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
62.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
62.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
62.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
61.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
61.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
61.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
61.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
61.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
61.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
61.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
61.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
61.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
61.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
60.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
60.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
60.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
60.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
60.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
60.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
60.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
60.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
60.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
60.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
59.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
59.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
59.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
59.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
59.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
59.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
59.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
59.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
59.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
59.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
59.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
59.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
59.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
59.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
58.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
58.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
58.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
58.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
58.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
57.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
57.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
57.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
57.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
57.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
57.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
57.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
57.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
57.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
56.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
56.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
56.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
56.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
56.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
56.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
56.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
55.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
55.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
55.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
55.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
55.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
55.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
55.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
54.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
54.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
54.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
54.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
54.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
54.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
54.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
54.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
54.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
54.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
54.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
54.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
54.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
54.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
53.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
53.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
53.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
53.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
53.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
53.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
53.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
53.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
53.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
53.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
53.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
52.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
52.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
52.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
52.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
52.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
52.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
52.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
52.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
51.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
51.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
51.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
51.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
51.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
51.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
50.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
50.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
50.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
50.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
50.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
50.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
50.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
50.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
50.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
50.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
49.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
49.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
49.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
49.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
48.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
48.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
48.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
48.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
48.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
48.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
48.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
48.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
48.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
48.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
48.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
48.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
47.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
47.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
46.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
46.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
46.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
46.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
46.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
46.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
46.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
45.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
45.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
45.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
45.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
45.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
45.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
44.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
44.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
44.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
44.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
44.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
44.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
43.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
43.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
43.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
42.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
42.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
42.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
41.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
41.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
41.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
41.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
40.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
39.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
39.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
CTDNEP1 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
36.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
60.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
58.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
56.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
55.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
51.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
50.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
48.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
43.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
42.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
41.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
40.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
40.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
38.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
35.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 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.
CTDNEP1 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
47.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
85.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
83.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
79.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
78.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
72.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
72.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
71.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
70.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
69.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
67.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
66.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
66.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
66.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
65.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
65.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
65.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
65.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
62.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
62.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
61.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
61.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
61.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
60.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
60.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
60.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
60.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
60.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
60.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
59.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
59.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
59.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
58.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
58.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
58.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
58.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
57.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
57.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
56.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
56.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
56.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
56.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
56.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
56.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
56.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
56.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
55.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
55.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
55.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
55.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
54.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
54.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
54.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
54.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
54.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
54.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
54.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
53.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
53.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
53.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
53.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
52.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
52.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
52.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
52.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
52.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
52.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
51.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
51.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
50.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
50.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
50.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
50.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
50.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
50.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
50.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
49.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
49.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
49.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
49.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
49.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
48.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
48.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
48.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
47.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
47.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
47.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
47.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
46.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
46.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
46.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
46.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
46.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
46.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
45.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
45.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
45.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
45.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
44.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
44.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
44.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
43.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
42.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
42.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
42.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
41.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
40.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
40.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
40.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
39.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
38.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
37.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.