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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.
PDE4B 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
4.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
PDE4B 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
20.6
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
170.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
122.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
107.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
91.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
88.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
73.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
71.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
68.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
67.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
63.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
62.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
61.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
58.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
56.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
56.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
56.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
54.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
51.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
50.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
50.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
50.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
49.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
48.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
47.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
46.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
46.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
45.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
45.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
2.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
PDE4B 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
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
PDE4B 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
58.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
47.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
46.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
39.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
35.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
