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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.
DCAF15 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
DCAF15 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
DCAF15 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
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.
DCAF15 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
