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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.
CFAP20 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
29.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
77.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
49.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
44.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
41.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
40.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
39.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
CFAP20 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
24.0
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
48.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
CFAP20 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
29.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
55.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
50.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
47.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
45.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
37.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.0
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.
CFAP20 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
22.1
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.9
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.3
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.