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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNEP1R1 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
CNEP1R1 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
13.5
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNEP1R1 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
CNEP1R1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
