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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.
EDEM3 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
48.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
EDEM3 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
26.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
312.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
124.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
76.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
75.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
73.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
70.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
65.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
58.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
58.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
55.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
53.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
51.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
48.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
47.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
47.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
45.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
44.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
EDEM3 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
63.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EDEM3 is potential prognostic, high expression is unfavorable 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
24.6
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
95.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
71.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
52.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
50.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
48.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
38.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_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
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
