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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.
DCUN1D1 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
DCUN1D1 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
22.3
Number of samples
486
Samples
Sample
Description
TPM
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
DCUN1D1 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
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
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.
DCUN1D1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
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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
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
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Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
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Tumor
0.1
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Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
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Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
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Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
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Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
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Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
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Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
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Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
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Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
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
