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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.
COPS8 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
29.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
61.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
52.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
50.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
50.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
50.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
49.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
45.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
43.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
42.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
40.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
39.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
35.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
33.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
29.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.4
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.
COPS8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.8
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
66.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
54.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
49.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
43.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
41.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
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.
COPS8 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
31.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
59.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
51.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
47.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
46.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
44.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
44.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
43.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.0
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.
COPS8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.5
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
53.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
47.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
