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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.
DCAF5 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
DCAF5 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
DCAF5 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.9
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.
DCAF5 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
26.9
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
43.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
