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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.
PDE4A 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
PDE4A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
5.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.0
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.
PDE4A 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
PDE4A 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
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.1
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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
