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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.
PDE4DIP 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
15.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
67.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 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.
PDE4DIP 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
32.6
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
105.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
86.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
81.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
80.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
64.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
62.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
61.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
60.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
59.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
57.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
57.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
56.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
52.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
52.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
52.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
51.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
50.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
50.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
49.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
49.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
48.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
48.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
48.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
45.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
44.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
44.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
43.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
42.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
41.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
40.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
38.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDE4DIP 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
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDE4DIP 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
30.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
92.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
83.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
53.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
46.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
42.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
41.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
40.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
37.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
3.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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.
The Human Protein Atlas project is funded
